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Browse files- LICENSE +674 -674
- requirements.txt +4 -4
- src/main.py +60 -60
- src/masking/base.py +5 -5
- src/masking/blur.py +17 -17
- src/masking/emoji.py +25 -25
- src/masking/text.py +52 -52
- src/models/base.py +5 -5
- src/models/face_detector.py +15 -15
- src/processors/processor.py +49 -49
- src/processors/stream_processor.py +81 -81
- src/training/train.py +70 -70
- src/ui.py +248 -248
LICENSE
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GNU GENERAL PUBLIC LICENSE
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Version 3, 29 June 2007
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under those permissions, but the entire Program remains governed by
|
| 352 |
-
this License without regard to the additional permissions.
|
| 353 |
-
|
| 354 |
-
When you convey a copy of a covered work, you may at your option
|
| 355 |
-
remove any additional permissions from that copy, or from any part of
|
| 356 |
-
it. (Additional permissions may be written to require their own
|
| 357 |
-
removal in certain cases when you modify the work.) You may place
|
| 358 |
-
additional permissions on material, added by you to a covered work,
|
| 359 |
-
for which you have or can give appropriate copyright permission.
|
| 360 |
-
|
| 361 |
-
Notwithstanding any other provision of this License, for material you
|
| 362 |
-
add to a covered work, you may (if authorized by the copyright holders of
|
| 363 |
-
that material) supplement the terms of this License with terms:
|
| 364 |
-
|
| 365 |
-
a) Disclaiming warranty or limiting liability differently from the
|
| 366 |
-
terms of sections 15 and 16 of this License; or
|
| 367 |
-
|
| 368 |
-
b) Requiring preservation of specified reasonable legal notices or
|
| 369 |
-
author attributions in that material or in the Appropriate Legal
|
| 370 |
-
Notices displayed by works containing it; or
|
| 371 |
-
|
| 372 |
-
c) Prohibiting misrepresentation of the origin of that material, or
|
| 373 |
-
requiring that modified versions of such material be marked in
|
| 374 |
-
reasonable ways as different from the original version; or
|
| 375 |
-
|
| 376 |
-
d) Limiting the use for publicity purposes of names of licensors or
|
| 377 |
-
authors of the material; or
|
| 378 |
-
|
| 379 |
-
e) Declining to grant rights under trademark law for use of some
|
| 380 |
-
trade names, trademarks, or service marks; or
|
| 381 |
-
|
| 382 |
-
f) Requiring indemnification of licensors and authors of that
|
| 383 |
-
material by anyone who conveys the material (or modified versions of
|
| 384 |
-
it) with contractual assumptions of liability to the recipient, for
|
| 385 |
-
any liability that these contractual assumptions directly impose on
|
| 386 |
-
those licensors and authors.
|
| 387 |
-
|
| 388 |
-
All other non-permissive additional terms are considered "further
|
| 389 |
-
restrictions" within the meaning of section 10. If the Program as you
|
| 390 |
-
received it, or any part of it, contains a notice stating that it is
|
| 391 |
-
governed by this License along with a term that is a further
|
| 392 |
-
restriction, you may remove that term. If a license document contains
|
| 393 |
-
a further restriction but permits relicensing or conveying under this
|
| 394 |
-
License, you may add to a covered work material governed by the terms
|
| 395 |
-
of that license document, provided that the further restriction does
|
| 396 |
-
not survive such relicensing or conveying.
|
| 397 |
-
|
| 398 |
-
If you add terms to a covered work in accord with this section, you
|
| 399 |
-
must place, in the relevant source files, a statement of the
|
| 400 |
-
additional terms that apply to those files, or a notice indicating
|
| 401 |
-
where to find the applicable terms.
|
| 402 |
-
|
| 403 |
-
Additional terms, permissive or non-permissive, may be stated in the
|
| 404 |
-
form of a separately written license, or stated as exceptions;
|
| 405 |
-
the above requirements apply either way.
|
| 406 |
-
|
| 407 |
-
8. Termination.
|
| 408 |
-
|
| 409 |
-
You may not propagate or modify a covered work except as expressly
|
| 410 |
-
provided under this License. Any attempt otherwise to propagate or
|
| 411 |
-
modify it is void, and will automatically terminate your rights under
|
| 412 |
-
this License (including any patent licenses granted under the third
|
| 413 |
-
paragraph of section 11).
|
| 414 |
-
|
| 415 |
-
However, if you cease all violation of this License, then your
|
| 416 |
-
license from a particular copyright holder is reinstated (a)
|
| 417 |
-
provisionally, unless and until the copyright holder explicitly and
|
| 418 |
-
finally terminates your license, and (b) permanently, if the copyright
|
| 419 |
-
holder fails to notify you of the violation by some reasonable means
|
| 420 |
-
prior to 60 days after the cessation.
|
| 421 |
-
|
| 422 |
-
Moreover, your license from a particular copyright holder is
|
| 423 |
-
reinstated permanently if the copyright holder notifies you of the
|
| 424 |
-
violation by some reasonable means, this is the first time you have
|
| 425 |
-
received notice of violation of this License (for any work) from that
|
| 426 |
-
copyright holder, and you cure the violation prior to 30 days after
|
| 427 |
-
your receipt of the notice.
|
| 428 |
-
|
| 429 |
-
Termination of your rights under this section does not terminate the
|
| 430 |
-
licenses of parties who have received copies or rights from you under
|
| 431 |
-
this License. If your rights have been terminated and not permanently
|
| 432 |
-
reinstated, you do not qualify to receive new licenses for the same
|
| 433 |
-
material under section 10.
|
| 434 |
-
|
| 435 |
-
9. Acceptance Not Required for Having Copies.
|
| 436 |
-
|
| 437 |
-
You are not required to accept this License in order to receive or
|
| 438 |
-
run a copy of the Program. Ancillary propagation of a covered work
|
| 439 |
-
occurring solely as a consequence of using peer-to-peer transmission
|
| 440 |
-
to receive a copy likewise does not require acceptance. However,
|
| 441 |
-
nothing other than this License grants you permission to propagate or
|
| 442 |
-
modify any covered work. These actions infringe copyright if you do
|
| 443 |
-
not accept this License. Therefore, by modifying or propagating a
|
| 444 |
-
covered work, you indicate your acceptance of this License to do so.
|
| 445 |
-
|
| 446 |
-
10. Automatic Licensing of Downstream Recipients.
|
| 447 |
-
|
| 448 |
-
Each time you convey a covered work, the recipient automatically
|
| 449 |
-
receives a license from the original licensors, to run, modify and
|
| 450 |
-
propagate that work, subject to this License. You are not responsible
|
| 451 |
-
for enforcing compliance by third parties with this License.
|
| 452 |
-
|
| 453 |
-
An "entity transaction" is a transaction transferring control of an
|
| 454 |
-
organization, or substantially all assets of one, or subdividing an
|
| 455 |
-
organization, or merging organizations. If propagation of a covered
|
| 456 |
-
work results from an entity transaction, each party to that
|
| 457 |
-
transaction who receives a copy of the work also receives whatever
|
| 458 |
-
licenses to the work the party's predecessor in interest had or could
|
| 459 |
-
give under the previous paragraph, plus a right to possession of the
|
| 460 |
-
Corresponding Source of the work from the predecessor in interest, if
|
| 461 |
-
the predecessor has it or can get it with reasonable efforts.
|
| 462 |
-
|
| 463 |
-
You may not impose any further restrictions on the exercise of the
|
| 464 |
-
rights granted or affirmed under this License. For example, you may
|
| 465 |
-
not impose a license fee, royalty, or other charge for exercise of
|
| 466 |
-
rights granted under this License, and you may not initiate litigation
|
| 467 |
-
(including a cross-claim or counterclaim in a lawsuit) alleging that
|
| 468 |
-
any patent claim is infringed by making, using, selling, offering for
|
| 469 |
-
sale, or importing the Program or any portion of it.
|
| 470 |
-
|
| 471 |
-
11. Patents.
|
| 472 |
-
|
| 473 |
-
A "contributor" is a copyright holder who authorizes use under this
|
| 474 |
-
License of the Program or a work on which the Program is based. The
|
| 475 |
-
work thus licensed is called the contributor's "contributor version".
|
| 476 |
-
|
| 477 |
-
A contributor's "essential patent claims" are all patent claims
|
| 478 |
-
owned or controlled by the contributor, whether already acquired or
|
| 479 |
-
hereafter acquired, that would be infringed by some manner, permitted
|
| 480 |
-
by this License, of making, using, or selling its contributor version,
|
| 481 |
-
but do not include claims that would be infringed only as a
|
| 482 |
-
consequence of further modification of the contributor version. For
|
| 483 |
-
purposes of this definition, "control" includes the right to grant
|
| 484 |
-
patent sublicenses in a manner consistent with the requirements of
|
| 485 |
-
this License.
|
| 486 |
-
|
| 487 |
-
Each contributor grants you a non-exclusive, worldwide, royalty-free
|
| 488 |
-
patent license under the contributor's essential patent claims, to
|
| 489 |
-
make, use, sell, offer for sale, import and otherwise run, modify and
|
| 490 |
-
propagate the contents of its contributor version.
|
| 491 |
-
|
| 492 |
-
In the following three paragraphs, a "patent license" is any express
|
| 493 |
-
agreement or commitment, however denominated, not to enforce a patent
|
| 494 |
-
(such as an express permission to practice a patent or covenant not to
|
| 495 |
-
sue for patent infringement). To "grant" such a patent license to a
|
| 496 |
-
party means to make such an agreement or commitment not to enforce a
|
| 497 |
-
patent against the party.
|
| 498 |
-
|
| 499 |
-
If you convey a covered work, knowingly relying on a patent license,
|
| 500 |
-
and the Corresponding Source of the work is not available for anyone
|
| 501 |
-
to copy, free of charge and under the terms of this License, through a
|
| 502 |
-
publicly available network server or other readily accessible means,
|
| 503 |
-
then you must either (1) cause the Corresponding Source to be so
|
| 504 |
-
available, or (2) arrange to deprive yourself of the benefit of the
|
| 505 |
-
patent license for this particular work, or (3) arrange, in a manner
|
| 506 |
-
consistent with the requirements of this License, to extend the patent
|
| 507 |
-
license to downstream recipients. "Knowingly relying" means you have
|
| 508 |
-
actual knowledge that, but for the patent license, your conveying the
|
| 509 |
-
covered work in a country, or your recipient's use of the covered work
|
| 510 |
-
in a country, would infringe one or more identifiable patents in that
|
| 511 |
-
country that you have reason to believe are valid.
|
| 512 |
-
|
| 513 |
-
If, pursuant to or in connection with a single transaction or
|
| 514 |
-
arrangement, you convey, or propagate by procuring conveyance of, a
|
| 515 |
-
covered work, and grant a patent license to some of the parties
|
| 516 |
-
receiving the covered work authorizing them to use, propagate, modify
|
| 517 |
-
or convey a specific copy of the covered work, then the patent license
|
| 518 |
-
you grant is automatically extended to all recipients of the covered
|
| 519 |
-
work and works based on it.
|
| 520 |
-
|
| 521 |
-
A patent license is "discriminatory" if it does not include within
|
| 522 |
-
the scope of its coverage, prohibits the exercise of, or is
|
| 523 |
-
conditioned on the non-exercise of one or more of the rights that are
|
| 524 |
-
specifically granted under this License. You may not convey a covered
|
| 525 |
-
work if you are a party to an arrangement with a third party that is
|
| 526 |
-
in the business of distributing software, under which you make payment
|
| 527 |
-
to the third party based on the extent of your activity of conveying
|
| 528 |
-
the work, and under which the third party grants, to any of the
|
| 529 |
-
parties who would receive the covered work from you, a discriminatory
|
| 530 |
-
patent license (a) in connection with copies of the covered work
|
| 531 |
-
conveyed by you (or copies made from those copies), or (b) primarily
|
| 532 |
-
for and in connection with specific products or compilations that
|
| 533 |
-
contain the covered work, unless you entered into that arrangement,
|
| 534 |
-
or that patent license was granted, prior to 28 March 2007.
|
| 535 |
-
|
| 536 |
-
Nothing in this License shall be construed as excluding or limiting
|
| 537 |
-
any implied license or other defenses to infringement that may
|
| 538 |
-
otherwise be available to you under applicable patent law.
|
| 539 |
-
|
| 540 |
-
12. No Surrender of Others' Freedom.
|
| 541 |
-
|
| 542 |
-
If conditions are imposed on you (whether by court order, agreement or
|
| 543 |
-
otherwise) that contradict the conditions of this License, they do not
|
| 544 |
-
excuse you from the conditions of this License. If you cannot convey a
|
| 545 |
-
covered work so as to satisfy simultaneously your obligations under this
|
| 546 |
-
License and any other pertinent obligations, then as a consequence you may
|
| 547 |
-
not convey it at all. For example, if you agree to terms that obligate you
|
| 548 |
-
to collect a royalty for further conveying from those to whom you convey
|
| 549 |
-
the Program, the only way you could satisfy both those terms and this
|
| 550 |
-
License would be to refrain entirely from conveying the Program.
|
| 551 |
-
|
| 552 |
-
13. Use with the GNU Affero General Public License.
|
| 553 |
-
|
| 554 |
-
Notwithstanding any other provision of this License, you have
|
| 555 |
-
permission to link or combine any covered work with a work licensed
|
| 556 |
-
under version 3 of the GNU Affero General Public License into a single
|
| 557 |
-
combined work, and to convey the resulting work. The terms of this
|
| 558 |
-
License will continue to apply to the part which is the covered work,
|
| 559 |
-
but the special requirements of the GNU Affero General Public License,
|
| 560 |
-
section 13, concerning interaction through a network will apply to the
|
| 561 |
-
combination as such.
|
| 562 |
-
|
| 563 |
-
14. Revised Versions of this License.
|
| 564 |
-
|
| 565 |
-
The Free Software Foundation may publish revised and/or new versions of
|
| 566 |
-
the GNU General Public License from time to time. Such new versions will
|
| 567 |
-
be similar in spirit to the present version, but may differ in detail to
|
| 568 |
-
address new problems or concerns.
|
| 569 |
-
|
| 570 |
-
Each version is given a distinguishing version number. If the
|
| 571 |
-
Program specifies that a certain numbered version of the GNU General
|
| 572 |
-
Public License "or any later version" applies to it, you have the
|
| 573 |
-
option of following the terms and conditions either of that numbered
|
| 574 |
-
version or of any later version published by the Free Software
|
| 575 |
-
Foundation. If the Program does not specify a version number of the
|
| 576 |
-
GNU General Public License, you may choose any version ever published
|
| 577 |
-
by the Free Software Foundation.
|
| 578 |
-
|
| 579 |
-
If the Program specifies that a proxy can decide which future
|
| 580 |
-
versions of the GNU General Public License can be used, that proxy's
|
| 581 |
-
public statement of acceptance of a version permanently authorizes you
|
| 582 |
-
to choose that version for the Program.
|
| 583 |
-
|
| 584 |
-
Later license versions may give you additional or different
|
| 585 |
-
permissions. However, no additional obligations are imposed on any
|
| 586 |
-
author or copyright holder as a result of your choosing to follow a
|
| 587 |
-
later version.
|
| 588 |
-
|
| 589 |
-
15. Disclaimer of Warranty.
|
| 590 |
-
|
| 591 |
-
THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
|
| 592 |
-
APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT
|
| 593 |
-
HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY
|
| 594 |
-
OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO,
|
| 595 |
-
THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
|
| 596 |
-
PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM
|
| 597 |
-
IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF
|
| 598 |
-
ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
|
| 599 |
-
|
| 600 |
-
16. Limitation of Liability.
|
| 601 |
-
|
| 602 |
-
IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
|
| 603 |
-
WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS
|
| 604 |
-
THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
|
| 605 |
-
GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE
|
| 606 |
-
USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
|
| 607 |
-
DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
|
| 608 |
-
PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),
|
| 609 |
-
EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
|
| 610 |
-
SUCH DAMAGES.
|
| 611 |
-
|
| 612 |
-
17. Interpretation of Sections 15 and 16.
|
| 613 |
-
|
| 614 |
-
If the disclaimer of warranty and limitation of liability provided
|
| 615 |
-
above cannot be given local legal effect according to their terms,
|
| 616 |
-
reviewing courts shall apply local law that most closely approximates
|
| 617 |
-
an absolute waiver of all civil liability in connection with the
|
| 618 |
-
Program, unless a warranty or assumption of liability accompanies a
|
| 619 |
-
copy of the Program in return for a fee.
|
| 620 |
-
|
| 621 |
-
END OF TERMS AND CONDITIONS
|
| 622 |
-
|
| 623 |
-
How to Apply These Terms to Your New Programs
|
| 624 |
-
|
| 625 |
-
If you develop a new program, and you want it to be of the greatest
|
| 626 |
-
possible use to the public, the best way to achieve this is to make it
|
| 627 |
-
free software which everyone can redistribute and change under these terms.
|
| 628 |
-
|
| 629 |
-
To do so, attach the following notices to the program. It is safest
|
| 630 |
-
to attach them to the start of each source file to most effectively
|
| 631 |
-
state the exclusion of warranty; and each file should have at least
|
| 632 |
-
the "copyright" line and a pointer to where the full notice is found.
|
| 633 |
-
|
| 634 |
-
<one line to give the program's name and a brief idea of what it does.>
|
| 635 |
-
Copyright (C) <year> <name of author>
|
| 636 |
-
|
| 637 |
-
This program is free software: you can redistribute it and/or modify
|
| 638 |
-
it under the terms of the GNU General Public License as published by
|
| 639 |
-
the Free Software Foundation, either version 3 of the License, or
|
| 640 |
-
(at your option) any later version.
|
| 641 |
-
|
| 642 |
-
This program is distributed in the hope that it will be useful,
|
| 643 |
-
but WITHOUT ANY WARRANTY; without even the implied warranty of
|
| 644 |
-
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
| 645 |
-
GNU General Public License for more details.
|
| 646 |
-
|
| 647 |
-
You should have received a copy of the GNU General Public License
|
| 648 |
-
along with this program. If not, see <https://www.gnu.org/licenses/>.
|
| 649 |
-
|
| 650 |
-
Also add information on how to contact you by electronic and paper mail.
|
| 651 |
-
|
| 652 |
-
If the program does terminal interaction, make it output a short
|
| 653 |
-
notice like this when it starts in an interactive mode:
|
| 654 |
-
|
| 655 |
-
<program> Copyright (C) <year> <name of author>
|
| 656 |
-
This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
|
| 657 |
-
This is free software, and you are welcome to redistribute it
|
| 658 |
-
under certain conditions; type `show c' for details.
|
| 659 |
-
|
| 660 |
-
The hypothetical commands `show w' and `show c' should show the appropriate
|
| 661 |
-
parts of the General Public License. Of course, your program's commands
|
| 662 |
-
might be different; for a GUI interface, you would use an "about box".
|
| 663 |
-
|
| 664 |
-
You should also get your employer (if you work as a programmer) or school,
|
| 665 |
-
if any, to sign a "copyright disclaimer" for the program, if necessary.
|
| 666 |
-
For more information on this, and how to apply and follow the GNU GPL, see
|
| 667 |
-
<https://www.gnu.org/licenses/>.
|
| 668 |
-
|
| 669 |
-
The GNU General Public License does not permit incorporating your program
|
| 670 |
-
into proprietary programs. If your program is a subroutine library, you
|
| 671 |
-
may consider it more useful to permit linking proprietary applications with
|
| 672 |
-
the library. If this is what you want to do, use the GNU Lesser General
|
| 673 |
-
Public License instead of this License. But first, please read
|
| 674 |
-
<https://www.gnu.org/licenses/why-not-lgpl.html>.
|
|
|
|
| 1 |
+
GNU GENERAL PUBLIC LICENSE
|
| 2 |
+
Version 3, 29 June 2007
|
| 3 |
+
|
| 4 |
+
Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
|
| 5 |
+
Everyone is permitted to copy and distribute verbatim copies
|
| 6 |
+
of this license document, but changing it is not allowed.
|
| 7 |
+
|
| 8 |
+
Preamble
|
| 9 |
+
|
| 10 |
+
The GNU General Public License is a free, copyleft license for
|
| 11 |
+
software and other kinds of works.
|
| 12 |
+
|
| 13 |
+
The licenses for most software and other practical works are designed
|
| 14 |
+
to take away your freedom to share and change the works. By contrast,
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| 15 |
+
the GNU General Public License is intended to guarantee your freedom to
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| 16 |
+
share and change all versions of a program--to make sure it remains free
|
| 17 |
+
software for all its users. We, the Free Software Foundation, use the
|
| 18 |
+
GNU General Public License for most of our software; it applies also to
|
| 19 |
+
any other work released this way by its authors. You can apply it to
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| 20 |
+
your programs, too.
|
| 21 |
+
|
| 22 |
+
When we speak of free software, we are referring to freedom, not
|
| 23 |
+
price. Our General Public Licenses are designed to make sure that you
|
| 24 |
+
have the freedom to distribute copies of free software (and charge for
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| 25 |
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them if you wish), that you receive source code or can get it if you
|
| 26 |
+
want it, that you can change the software or use pieces of it in new
|
| 27 |
+
free programs, and that you know you can do these things.
|
| 28 |
+
|
| 29 |
+
To protect your rights, we need to prevent others from denying you
|
| 30 |
+
these rights or asking you to surrender the rights. Therefore, you have
|
| 31 |
+
certain responsibilities if you distribute copies of the software, or if
|
| 32 |
+
you modify it: responsibilities to respect the freedom of others.
|
| 33 |
+
|
| 34 |
+
For example, if you distribute copies of such a program, whether
|
| 35 |
+
gratis or for a fee, you must pass on to the recipients the same
|
| 36 |
+
freedoms that you received. You must make sure that they, too, receive
|
| 37 |
+
or can get the source code. And you must show them these terms so they
|
| 38 |
+
know their rights.
|
| 39 |
+
|
| 40 |
+
Developers that use the GNU GPL protect your rights with two steps:
|
| 41 |
+
(1) assert copyright on the software, and (2) offer you this License
|
| 42 |
+
giving you legal permission to copy, distribute and/or modify it.
|
| 43 |
+
|
| 44 |
+
For the developers' and authors' protection, the GPL clearly explains
|
| 45 |
+
that there is no warranty for this free software. For both users' and
|
| 46 |
+
authors' sake, the GPL requires that modified versions be marked as
|
| 47 |
+
changed, so that their problems will not be attributed erroneously to
|
| 48 |
+
authors of previous versions.
|
| 49 |
+
|
| 50 |
+
Some devices are designed to deny users access to install or run
|
| 51 |
+
modified versions of the software inside them, although the manufacturer
|
| 52 |
+
can do so. This is fundamentally incompatible with the aim of
|
| 53 |
+
protecting users' freedom to change the software. The systematic
|
| 54 |
+
pattern of such abuse occurs in the area of products for individuals to
|
| 55 |
+
use, which is precisely where it is most unacceptable. Therefore, we
|
| 56 |
+
have designed this version of the GPL to prohibit the practice for those
|
| 57 |
+
products. If such problems arise substantially in other domains, we
|
| 58 |
+
stand ready to extend this provision to those domains in future versions
|
| 59 |
+
of the GPL, as needed to protect the freedom of users.
|
| 60 |
+
|
| 61 |
+
Finally, every program is threatened constantly by software patents.
|
| 62 |
+
States should not allow patents to restrict development and use of
|
| 63 |
+
software on general-purpose computers, but in those that do, we wish to
|
| 64 |
+
avoid the special danger that patents applied to a free program could
|
| 65 |
+
make it effectively proprietary. To prevent this, the GPL assures that
|
| 66 |
+
patents cannot be used to render the program non-free.
|
| 67 |
+
|
| 68 |
+
The precise terms and conditions for copying, distribution and
|
| 69 |
+
modification follow.
|
| 70 |
+
|
| 71 |
+
TERMS AND CONDITIONS
|
| 72 |
+
|
| 73 |
+
0. Definitions.
|
| 74 |
+
|
| 75 |
+
"This License" refers to version 3 of the GNU General Public License.
|
| 76 |
+
|
| 77 |
+
"Copyright" also means copyright-like laws that apply to other kinds of
|
| 78 |
+
works, such as semiconductor masks.
|
| 79 |
+
|
| 80 |
+
"The Program" refers to any copyrightable work licensed under this
|
| 81 |
+
License. Each licensee is addressed as "you". "Licensees" and
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| 82 |
+
"recipients" may be individuals or organizations.
|
| 83 |
+
|
| 84 |
+
To "modify" a work means to copy from or adapt all or part of the work
|
| 85 |
+
in a fashion requiring copyright permission, other than the making of an
|
| 86 |
+
exact copy. The resulting work is called a "modified version" of the
|
| 87 |
+
earlier work or a work "based on" the earlier work.
|
| 88 |
+
|
| 89 |
+
A "covered work" means either the unmodified Program or a work based
|
| 90 |
+
on the Program.
|
| 91 |
+
|
| 92 |
+
To "propagate" a work means to do anything with it that, without
|
| 93 |
+
permission, would make you directly or secondarily liable for
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| 94 |
+
infringement under applicable copyright law, except executing it on a
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| 95 |
+
computer or modifying a private copy. Propagation includes copying,
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| 96 |
+
distribution (with or without modification), making available to the
|
| 97 |
+
public, and in some countries other activities as well.
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| 98 |
+
|
| 99 |
+
To "convey" a work means any kind of propagation that enables other
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| 100 |
+
parties to make or receive copies. Mere interaction with a user through
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| 101 |
+
a computer network, with no transfer of a copy, is not conveying.
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| 102 |
+
|
| 103 |
+
An interactive user interface displays "Appropriate Legal Notices"
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| 104 |
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to the extent that it includes a convenient and prominently visible
|
| 105 |
+
feature that (1) displays an appropriate copyright notice, and (2)
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| 106 |
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tells the user that there is no warranty for the work (except to the
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| 107 |
+
extent that warranties are provided), that licensees may convey the
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| 108 |
+
work under this License, and how to view a copy of this License. If
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| 109 |
+
the interface presents a list of user commands or options, such as a
|
| 110 |
+
menu, a prominent item in the list meets this criterion.
|
| 111 |
+
|
| 112 |
+
1. Source Code.
|
| 113 |
+
|
| 114 |
+
The "source code" for a work means the preferred form of the work
|
| 115 |
+
for making modifications to it. "Object code" means any non-source
|
| 116 |
+
form of a work.
|
| 117 |
+
|
| 118 |
+
A "Standard Interface" means an interface that either is an official
|
| 119 |
+
standard defined by a recognized standards body, or, in the case of
|
| 120 |
+
interfaces specified for a particular programming language, one that
|
| 121 |
+
is widely used among developers working in that language.
|
| 122 |
+
|
| 123 |
+
The "System Libraries" of an executable work include anything, other
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| 124 |
+
than the work as a whole, that (a) is included in the normal form of
|
| 125 |
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packaging a Major Component, but which is not part of that Major
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| 126 |
+
Component, and (b) serves only to enable use of the work with that
|
| 127 |
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Major Component, or to implement a Standard Interface for which an
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| 128 |
+
implementation is available to the public in source code form. A
|
| 129 |
+
"Major Component", in this context, means a major essential component
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| 130 |
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(kernel, window system, and so on) of the specific operating system
|
| 131 |
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(if any) on which the executable work runs, or a compiler used to
|
| 132 |
+
produce the work, or an object code interpreter used to run it.
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| 133 |
+
|
| 134 |
+
The "Corresponding Source" for a work in object code form means all
|
| 135 |
+
the source code needed to generate, install, and (for an executable
|
| 136 |
+
work) run the object code and to modify the work, including scripts to
|
| 137 |
+
control those activities. However, it does not include the work's
|
| 138 |
+
System Libraries, or general-purpose tools or generally available free
|
| 139 |
+
programs which are used unmodified in performing those activities but
|
| 140 |
+
which are not part of the work. For example, Corresponding Source
|
| 141 |
+
includes interface definition files associated with source files for
|
| 142 |
+
the work, and the source code for shared libraries and dynamically
|
| 143 |
+
linked subprograms that the work is specifically designed to require,
|
| 144 |
+
such as by intimate data communication or control flow between those
|
| 145 |
+
subprograms and other parts of the work.
|
| 146 |
+
|
| 147 |
+
The Corresponding Source need not include anything that users
|
| 148 |
+
can regenerate automatically from other parts of the Corresponding
|
| 149 |
+
Source.
|
| 150 |
+
|
| 151 |
+
The Corresponding Source for a work in source code form is that
|
| 152 |
+
same work.
|
| 153 |
+
|
| 154 |
+
2. Basic Permissions.
|
| 155 |
+
|
| 156 |
+
All rights granted under this License are granted for the term of
|
| 157 |
+
copyright on the Program, and are irrevocable provided the stated
|
| 158 |
+
conditions are met. This License explicitly affirms your unlimited
|
| 159 |
+
permission to run the unmodified Program. The output from running a
|
| 160 |
+
covered work is covered by this License only if the output, given its
|
| 161 |
+
content, constitutes a covered work. This License acknowledges your
|
| 162 |
+
rights of fair use or other equivalent, as provided by copyright law.
|
| 163 |
+
|
| 164 |
+
You may make, run and propagate covered works that you do not
|
| 165 |
+
convey, without conditions so long as your license otherwise remains
|
| 166 |
+
in force. You may convey covered works to others for the sole purpose
|
| 167 |
+
of having them make modifications exclusively for you, or provide you
|
| 168 |
+
with facilities for running those works, provided that you comply with
|
| 169 |
+
the terms of this License in conveying all material for which you do
|
| 170 |
+
not control copyright. Those thus making or running the covered works
|
| 171 |
+
for you must do so exclusively on your behalf, under your direction
|
| 172 |
+
and control, on terms that prohibit them from making any copies of
|
| 173 |
+
your copyrighted material outside their relationship with you.
|
| 174 |
+
|
| 175 |
+
Conveying under any other circumstances is permitted solely under
|
| 176 |
+
the conditions stated below. Sublicensing is not allowed; section 10
|
| 177 |
+
makes it unnecessary.
|
| 178 |
+
|
| 179 |
+
3. Protecting Users' Legal Rights From Anti-Circumvention Law.
|
| 180 |
+
|
| 181 |
+
No covered work shall be deemed part of an effective technological
|
| 182 |
+
measure under any applicable law fulfilling obligations under article
|
| 183 |
+
11 of the WIPO copyright treaty adopted on 20 December 1996, or
|
| 184 |
+
similar laws prohibiting or restricting circumvention of such
|
| 185 |
+
measures.
|
| 186 |
+
|
| 187 |
+
When you convey a covered work, you waive any legal power to forbid
|
| 188 |
+
circumvention of technological measures to the extent such circumvention
|
| 189 |
+
is effected by exercising rights under this License with respect to
|
| 190 |
+
the covered work, and you disclaim any intention to limit operation or
|
| 191 |
+
modification of the work as a means of enforcing, against the work's
|
| 192 |
+
users, your or third parties' legal rights to forbid circumvention of
|
| 193 |
+
technological measures.
|
| 194 |
+
|
| 195 |
+
4. Conveying Verbatim Copies.
|
| 196 |
+
|
| 197 |
+
You may convey verbatim copies of the Program's source code as you
|
| 198 |
+
receive it, in any medium, provided that you conspicuously and
|
| 199 |
+
appropriately publish on each copy an appropriate copyright notice;
|
| 200 |
+
keep intact all notices stating that this License and any
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| 201 |
+
non-permissive terms added in accord with section 7 apply to the code;
|
| 202 |
+
keep intact all notices of the absence of any warranty; and give all
|
| 203 |
+
recipients a copy of this License along with the Program.
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| 204 |
+
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| 205 |
+
You may charge any price or no price for each copy that you convey,
|
| 206 |
+
and you may offer support or warranty protection for a fee.
|
| 207 |
+
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| 208 |
+
5. Conveying Modified Source Versions.
|
| 209 |
+
|
| 210 |
+
You may convey a work based on the Program, or the modifications to
|
| 211 |
+
produce it from the Program, in the form of source code under the
|
| 212 |
+
terms of section 4, provided that you also meet all of these conditions:
|
| 213 |
+
|
| 214 |
+
a) The work must carry prominent notices stating that you modified
|
| 215 |
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it, and giving a relevant date.
|
| 216 |
+
|
| 217 |
+
b) The work must carry prominent notices stating that it is
|
| 218 |
+
released under this License and any conditions added under section
|
| 219 |
+
7. This requirement modifies the requirement in section 4 to
|
| 220 |
+
"keep intact all notices".
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| 221 |
+
|
| 222 |
+
c) You must license the entire work, as a whole, under this
|
| 223 |
+
License to anyone who comes into possession of a copy. This
|
| 224 |
+
License will therefore apply, along with any applicable section 7
|
| 225 |
+
additional terms, to the whole of the work, and all its parts,
|
| 226 |
+
regardless of how they are packaged. This License gives no
|
| 227 |
+
permission to license the work in any other way, but it does not
|
| 228 |
+
invalidate such permission if you have separately received it.
|
| 229 |
+
|
| 230 |
+
d) If the work has interactive user interfaces, each must display
|
| 231 |
+
Appropriate Legal Notices; however, if the Program has interactive
|
| 232 |
+
interfaces that do not display Appropriate Legal Notices, your
|
| 233 |
+
work need not make them do so.
|
| 234 |
+
|
| 235 |
+
A compilation of a covered work with other separate and independent
|
| 236 |
+
works, which are not by their nature extensions of the covered work,
|
| 237 |
+
and which are not combined with it such as to form a larger program,
|
| 238 |
+
in or on a volume of a storage or distribution medium, is called an
|
| 239 |
+
"aggregate" if the compilation and its resulting copyright are not
|
| 240 |
+
used to limit the access or legal rights of the compilation's users
|
| 241 |
+
beyond what the individual works permit. Inclusion of a covered work
|
| 242 |
+
in an aggregate does not cause this License to apply to the other
|
| 243 |
+
parts of the aggregate.
|
| 244 |
+
|
| 245 |
+
6. Conveying Non-Source Forms.
|
| 246 |
+
|
| 247 |
+
You may convey a covered work in object code form under the terms
|
| 248 |
+
of sections 4 and 5, provided that you also convey the
|
| 249 |
+
machine-readable Corresponding Source under the terms of this License,
|
| 250 |
+
in one of these ways:
|
| 251 |
+
|
| 252 |
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a) Convey the object code in, or embodied in, a physical product
|
| 253 |
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(including a physical distribution medium), accompanied by the
|
| 254 |
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Corresponding Source fixed on a durable physical medium
|
| 255 |
+
customarily used for software interchange.
|
| 256 |
+
|
| 257 |
+
b) Convey the object code in, or embodied in, a physical product
|
| 258 |
+
(including a physical distribution medium), accompanied by a
|
| 259 |
+
written offer, valid for at least three years and valid for as
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| 260 |
+
long as you offer spare parts or customer support for that product
|
| 261 |
+
model, to give anyone who possesses the object code either (1) a
|
| 262 |
+
copy of the Corresponding Source for all the software in the
|
| 263 |
+
product that is covered by this License, on a durable physical
|
| 264 |
+
medium customarily used for software interchange, for a price no
|
| 265 |
+
more than your reasonable cost of physically performing this
|
| 266 |
+
conveying of source, or (2) access to copy the
|
| 267 |
+
Corresponding Source from a network server at no charge.
|
| 268 |
+
|
| 269 |
+
c) Convey individual copies of the object code with a copy of the
|
| 270 |
+
written offer to provide the Corresponding Source. This
|
| 271 |
+
alternative is allowed only occasionally and noncommercially, and
|
| 272 |
+
only if you received the object code with such an offer, in accord
|
| 273 |
+
with subsection 6b.
|
| 274 |
+
|
| 275 |
+
d) Convey the object code by offering access from a designated
|
| 276 |
+
place (gratis or for a charge), and offer equivalent access to the
|
| 277 |
+
Corresponding Source in the same way through the same place at no
|
| 278 |
+
further charge. You need not require recipients to copy the
|
| 279 |
+
Corresponding Source along with the object code. If the place to
|
| 280 |
+
copy the object code is a network server, the Corresponding Source
|
| 281 |
+
may be on a different server (operated by you or a third party)
|
| 282 |
+
that supports equivalent copying facilities, provided you maintain
|
| 283 |
+
clear directions next to the object code saying where to find the
|
| 284 |
+
Corresponding Source. Regardless of what server hosts the
|
| 285 |
+
Corresponding Source, you remain obligated to ensure that it is
|
| 286 |
+
available for as long as needed to satisfy these requirements.
|
| 287 |
+
|
| 288 |
+
e) Convey the object code using peer-to-peer transmission, provided
|
| 289 |
+
you inform other peers where the object code and Corresponding
|
| 290 |
+
Source of the work are being offered to the general public at no
|
| 291 |
+
charge under subsection 6d.
|
| 292 |
+
|
| 293 |
+
A separable portion of the object code, whose source code is excluded
|
| 294 |
+
from the Corresponding Source as a System Library, need not be
|
| 295 |
+
included in conveying the object code work.
|
| 296 |
+
|
| 297 |
+
A "User Product" is either (1) a "consumer product", which means any
|
| 298 |
+
tangible personal property which is normally used for personal, family,
|
| 299 |
+
or household purposes, or (2) anything designed or sold for incorporation
|
| 300 |
+
into a dwelling. In determining whether a product is a consumer product,
|
| 301 |
+
doubtful cases shall be resolved in favor of coverage. For a particular
|
| 302 |
+
product received by a particular user, "normally used" refers to a
|
| 303 |
+
typical or common use of that class of product, regardless of the status
|
| 304 |
+
of the particular user or of the way in which the particular user
|
| 305 |
+
actually uses, or expects or is expected to use, the product. A product
|
| 306 |
+
is a consumer product regardless of whether the product has substantial
|
| 307 |
+
commercial, industrial or non-consumer uses, unless such uses represent
|
| 308 |
+
the only significant mode of use of the product.
|
| 309 |
+
|
| 310 |
+
"Installation Information" for a User Product means any methods,
|
| 311 |
+
procedures, authorization keys, or other information required to install
|
| 312 |
+
and execute modified versions of a covered work in that User Product from
|
| 313 |
+
a modified version of its Corresponding Source. The information must
|
| 314 |
+
suffice to ensure that the continued functioning of the modified object
|
| 315 |
+
code is in no case prevented or interfered with solely because
|
| 316 |
+
modification has been made.
|
| 317 |
+
|
| 318 |
+
If you convey an object code work under this section in, or with, or
|
| 319 |
+
specifically for use in, a User Product, and the conveying occurs as
|
| 320 |
+
part of a transaction in which the right of possession and use of the
|
| 321 |
+
User Product is transferred to the recipient in perpetuity or for a
|
| 322 |
+
fixed term (regardless of how the transaction is characterized), the
|
| 323 |
+
Corresponding Source conveyed under this section must be accompanied
|
| 324 |
+
by the Installation Information. But this requirement does not apply
|
| 325 |
+
if neither you nor any third party retains the ability to install
|
| 326 |
+
modified object code on the User Product (for example, the work has
|
| 327 |
+
been installed in ROM).
|
| 328 |
+
|
| 329 |
+
The requirement to provide Installation Information does not include a
|
| 330 |
+
requirement to continue to provide support service, warranty, or updates
|
| 331 |
+
for a work that has been modified or installed by the recipient, or for
|
| 332 |
+
the User Product in which it has been modified or installed. Access to a
|
| 333 |
+
network may be denied when the modification itself materially and
|
| 334 |
+
adversely affects the operation of the network or violates the rules and
|
| 335 |
+
protocols for communication across the network.
|
| 336 |
+
|
| 337 |
+
Corresponding Source conveyed, and Installation Information provided,
|
| 338 |
+
in accord with this section must be in a format that is publicly
|
| 339 |
+
documented (and with an implementation available to the public in
|
| 340 |
+
source code form), and must require no special password or key for
|
| 341 |
+
unpacking, reading or copying.
|
| 342 |
+
|
| 343 |
+
7. Additional Terms.
|
| 344 |
+
|
| 345 |
+
"Additional permissions" are terms that supplement the terms of this
|
| 346 |
+
License by making exceptions from one or more of its conditions.
|
| 347 |
+
Additional permissions that are applicable to the entire Program shall
|
| 348 |
+
be treated as though they were included in this License, to the extent
|
| 349 |
+
that they are valid under applicable law. If additional permissions
|
| 350 |
+
apply only to part of the Program, that part may be used separately
|
| 351 |
+
under those permissions, but the entire Program remains governed by
|
| 352 |
+
this License without regard to the additional permissions.
|
| 353 |
+
|
| 354 |
+
When you convey a copy of a covered work, you may at your option
|
| 355 |
+
remove any additional permissions from that copy, or from any part of
|
| 356 |
+
it. (Additional permissions may be written to require their own
|
| 357 |
+
removal in certain cases when you modify the work.) You may place
|
| 358 |
+
additional permissions on material, added by you to a covered work,
|
| 359 |
+
for which you have or can give appropriate copyright permission.
|
| 360 |
+
|
| 361 |
+
Notwithstanding any other provision of this License, for material you
|
| 362 |
+
add to a covered work, you may (if authorized by the copyright holders of
|
| 363 |
+
that material) supplement the terms of this License with terms:
|
| 364 |
+
|
| 365 |
+
a) Disclaiming warranty or limiting liability differently from the
|
| 366 |
+
terms of sections 15 and 16 of this License; or
|
| 367 |
+
|
| 368 |
+
b) Requiring preservation of specified reasonable legal notices or
|
| 369 |
+
author attributions in that material or in the Appropriate Legal
|
| 370 |
+
Notices displayed by works containing it; or
|
| 371 |
+
|
| 372 |
+
c) Prohibiting misrepresentation of the origin of that material, or
|
| 373 |
+
requiring that modified versions of such material be marked in
|
| 374 |
+
reasonable ways as different from the original version; or
|
| 375 |
+
|
| 376 |
+
d) Limiting the use for publicity purposes of names of licensors or
|
| 377 |
+
authors of the material; or
|
| 378 |
+
|
| 379 |
+
e) Declining to grant rights under trademark law for use of some
|
| 380 |
+
trade names, trademarks, or service marks; or
|
| 381 |
+
|
| 382 |
+
f) Requiring indemnification of licensors and authors of that
|
| 383 |
+
material by anyone who conveys the material (or modified versions of
|
| 384 |
+
it) with contractual assumptions of liability to the recipient, for
|
| 385 |
+
any liability that these contractual assumptions directly impose on
|
| 386 |
+
those licensors and authors.
|
| 387 |
+
|
| 388 |
+
All other non-permissive additional terms are considered "further
|
| 389 |
+
restrictions" within the meaning of section 10. If the Program as you
|
| 390 |
+
received it, or any part of it, contains a notice stating that it is
|
| 391 |
+
governed by this License along with a term that is a further
|
| 392 |
+
restriction, you may remove that term. If a license document contains
|
| 393 |
+
a further restriction but permits relicensing or conveying under this
|
| 394 |
+
License, you may add to a covered work material governed by the terms
|
| 395 |
+
of that license document, provided that the further restriction does
|
| 396 |
+
not survive such relicensing or conveying.
|
| 397 |
+
|
| 398 |
+
If you add terms to a covered work in accord with this section, you
|
| 399 |
+
must place, in the relevant source files, a statement of the
|
| 400 |
+
additional terms that apply to those files, or a notice indicating
|
| 401 |
+
where to find the applicable terms.
|
| 402 |
+
|
| 403 |
+
Additional terms, permissive or non-permissive, may be stated in the
|
| 404 |
+
form of a separately written license, or stated as exceptions;
|
| 405 |
+
the above requirements apply either way.
|
| 406 |
+
|
| 407 |
+
8. Termination.
|
| 408 |
+
|
| 409 |
+
You may not propagate or modify a covered work except as expressly
|
| 410 |
+
provided under this License. Any attempt otherwise to propagate or
|
| 411 |
+
modify it is void, and will automatically terminate your rights under
|
| 412 |
+
this License (including any patent licenses granted under the third
|
| 413 |
+
paragraph of section 11).
|
| 414 |
+
|
| 415 |
+
However, if you cease all violation of this License, then your
|
| 416 |
+
license from a particular copyright holder is reinstated (a)
|
| 417 |
+
provisionally, unless and until the copyright holder explicitly and
|
| 418 |
+
finally terminates your license, and (b) permanently, if the copyright
|
| 419 |
+
holder fails to notify you of the violation by some reasonable means
|
| 420 |
+
prior to 60 days after the cessation.
|
| 421 |
+
|
| 422 |
+
Moreover, your license from a particular copyright holder is
|
| 423 |
+
reinstated permanently if the copyright holder notifies you of the
|
| 424 |
+
violation by some reasonable means, this is the first time you have
|
| 425 |
+
received notice of violation of this License (for any work) from that
|
| 426 |
+
copyright holder, and you cure the violation prior to 30 days after
|
| 427 |
+
your receipt of the notice.
|
| 428 |
+
|
| 429 |
+
Termination of your rights under this section does not terminate the
|
| 430 |
+
licenses of parties who have received copies or rights from you under
|
| 431 |
+
this License. If your rights have been terminated and not permanently
|
| 432 |
+
reinstated, you do not qualify to receive new licenses for the same
|
| 433 |
+
material under section 10.
|
| 434 |
+
|
| 435 |
+
9. Acceptance Not Required for Having Copies.
|
| 436 |
+
|
| 437 |
+
You are not required to accept this License in order to receive or
|
| 438 |
+
run a copy of the Program. Ancillary propagation of a covered work
|
| 439 |
+
occurring solely as a consequence of using peer-to-peer transmission
|
| 440 |
+
to receive a copy likewise does not require acceptance. However,
|
| 441 |
+
nothing other than this License grants you permission to propagate or
|
| 442 |
+
modify any covered work. These actions infringe copyright if you do
|
| 443 |
+
not accept this License. Therefore, by modifying or propagating a
|
| 444 |
+
covered work, you indicate your acceptance of this License to do so.
|
| 445 |
+
|
| 446 |
+
10. Automatic Licensing of Downstream Recipients.
|
| 447 |
+
|
| 448 |
+
Each time you convey a covered work, the recipient automatically
|
| 449 |
+
receives a license from the original licensors, to run, modify and
|
| 450 |
+
propagate that work, subject to this License. You are not responsible
|
| 451 |
+
for enforcing compliance by third parties with this License.
|
| 452 |
+
|
| 453 |
+
An "entity transaction" is a transaction transferring control of an
|
| 454 |
+
organization, or substantially all assets of one, or subdividing an
|
| 455 |
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organization, or merging organizations. If propagation of a covered
|
| 456 |
+
work results from an entity transaction, each party to that
|
| 457 |
+
transaction who receives a copy of the work also receives whatever
|
| 458 |
+
licenses to the work the party's predecessor in interest had or could
|
| 459 |
+
give under the previous paragraph, plus a right to possession of the
|
| 460 |
+
Corresponding Source of the work from the predecessor in interest, if
|
| 461 |
+
the predecessor has it or can get it with reasonable efforts.
|
| 462 |
+
|
| 463 |
+
You may not impose any further restrictions on the exercise of the
|
| 464 |
+
rights granted or affirmed under this License. For example, you may
|
| 465 |
+
not impose a license fee, royalty, or other charge for exercise of
|
| 466 |
+
rights granted under this License, and you may not initiate litigation
|
| 467 |
+
(including a cross-claim or counterclaim in a lawsuit) alleging that
|
| 468 |
+
any patent claim is infringed by making, using, selling, offering for
|
| 469 |
+
sale, or importing the Program or any portion of it.
|
| 470 |
+
|
| 471 |
+
11. Patents.
|
| 472 |
+
|
| 473 |
+
A "contributor" is a copyright holder who authorizes use under this
|
| 474 |
+
License of the Program or a work on which the Program is based. The
|
| 475 |
+
work thus licensed is called the contributor's "contributor version".
|
| 476 |
+
|
| 477 |
+
A contributor's "essential patent claims" are all patent claims
|
| 478 |
+
owned or controlled by the contributor, whether already acquired or
|
| 479 |
+
hereafter acquired, that would be infringed by some manner, permitted
|
| 480 |
+
by this License, of making, using, or selling its contributor version,
|
| 481 |
+
but do not include claims that would be infringed only as a
|
| 482 |
+
consequence of further modification of the contributor version. For
|
| 483 |
+
purposes of this definition, "control" includes the right to grant
|
| 484 |
+
patent sublicenses in a manner consistent with the requirements of
|
| 485 |
+
this License.
|
| 486 |
+
|
| 487 |
+
Each contributor grants you a non-exclusive, worldwide, royalty-free
|
| 488 |
+
patent license under the contributor's essential patent claims, to
|
| 489 |
+
make, use, sell, offer for sale, import and otherwise run, modify and
|
| 490 |
+
propagate the contents of its contributor version.
|
| 491 |
+
|
| 492 |
+
In the following three paragraphs, a "patent license" is any express
|
| 493 |
+
agreement or commitment, however denominated, not to enforce a patent
|
| 494 |
+
(such as an express permission to practice a patent or covenant not to
|
| 495 |
+
sue for patent infringement). To "grant" such a patent license to a
|
| 496 |
+
party means to make such an agreement or commitment not to enforce a
|
| 497 |
+
patent against the party.
|
| 498 |
+
|
| 499 |
+
If you convey a covered work, knowingly relying on a patent license,
|
| 500 |
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and the Corresponding Source of the work is not available for anyone
|
| 501 |
+
to copy, free of charge and under the terms of this License, through a
|
| 502 |
+
publicly available network server or other readily accessible means,
|
| 503 |
+
then you must either (1) cause the Corresponding Source to be so
|
| 504 |
+
available, or (2) arrange to deprive yourself of the benefit of the
|
| 505 |
+
patent license for this particular work, or (3) arrange, in a manner
|
| 506 |
+
consistent with the requirements of this License, to extend the patent
|
| 507 |
+
license to downstream recipients. "Knowingly relying" means you have
|
| 508 |
+
actual knowledge that, but for the patent license, your conveying the
|
| 509 |
+
covered work in a country, or your recipient's use of the covered work
|
| 510 |
+
in a country, would infringe one or more identifiable patents in that
|
| 511 |
+
country that you have reason to believe are valid.
|
| 512 |
+
|
| 513 |
+
If, pursuant to or in connection with a single transaction or
|
| 514 |
+
arrangement, you convey, or propagate by procuring conveyance of, a
|
| 515 |
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covered work, and grant a patent license to some of the parties
|
| 516 |
+
receiving the covered work authorizing them to use, propagate, modify
|
| 517 |
+
or convey a specific copy of the covered work, then the patent license
|
| 518 |
+
you grant is automatically extended to all recipients of the covered
|
| 519 |
+
work and works based on it.
|
| 520 |
+
|
| 521 |
+
A patent license is "discriminatory" if it does not include within
|
| 522 |
+
the scope of its coverage, prohibits the exercise of, or is
|
| 523 |
+
conditioned on the non-exercise of one or more of the rights that are
|
| 524 |
+
specifically granted under this License. You may not convey a covered
|
| 525 |
+
work if you are a party to an arrangement with a third party that is
|
| 526 |
+
in the business of distributing software, under which you make payment
|
| 527 |
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to the third party based on the extent of your activity of conveying
|
| 528 |
+
the work, and under which the third party grants, to any of the
|
| 529 |
+
parties who would receive the covered work from you, a discriminatory
|
| 530 |
+
patent license (a) in connection with copies of the covered work
|
| 531 |
+
conveyed by you (or copies made from those copies), or (b) primarily
|
| 532 |
+
for and in connection with specific products or compilations that
|
| 533 |
+
contain the covered work, unless you entered into that arrangement,
|
| 534 |
+
or that patent license was granted, prior to 28 March 2007.
|
| 535 |
+
|
| 536 |
+
Nothing in this License shall be construed as excluding or limiting
|
| 537 |
+
any implied license or other defenses to infringement that may
|
| 538 |
+
otherwise be available to you under applicable patent law.
|
| 539 |
+
|
| 540 |
+
12. No Surrender of Others' Freedom.
|
| 541 |
+
|
| 542 |
+
If conditions are imposed on you (whether by court order, agreement or
|
| 543 |
+
otherwise) that contradict the conditions of this License, they do not
|
| 544 |
+
excuse you from the conditions of this License. If you cannot convey a
|
| 545 |
+
covered work so as to satisfy simultaneously your obligations under this
|
| 546 |
+
License and any other pertinent obligations, then as a consequence you may
|
| 547 |
+
not convey it at all. For example, if you agree to terms that obligate you
|
| 548 |
+
to collect a royalty for further conveying from those to whom you convey
|
| 549 |
+
the Program, the only way you could satisfy both those terms and this
|
| 550 |
+
License would be to refrain entirely from conveying the Program.
|
| 551 |
+
|
| 552 |
+
13. Use with the GNU Affero General Public License.
|
| 553 |
+
|
| 554 |
+
Notwithstanding any other provision of this License, you have
|
| 555 |
+
permission to link or combine any covered work with a work licensed
|
| 556 |
+
under version 3 of the GNU Affero General Public License into a single
|
| 557 |
+
combined work, and to convey the resulting work. The terms of this
|
| 558 |
+
License will continue to apply to the part which is the covered work,
|
| 559 |
+
but the special requirements of the GNU Affero General Public License,
|
| 560 |
+
section 13, concerning interaction through a network will apply to the
|
| 561 |
+
combination as such.
|
| 562 |
+
|
| 563 |
+
14. Revised Versions of this License.
|
| 564 |
+
|
| 565 |
+
The Free Software Foundation may publish revised and/or new versions of
|
| 566 |
+
the GNU General Public License from time to time. Such new versions will
|
| 567 |
+
be similar in spirit to the present version, but may differ in detail to
|
| 568 |
+
address new problems or concerns.
|
| 569 |
+
|
| 570 |
+
Each version is given a distinguishing version number. If the
|
| 571 |
+
Program specifies that a certain numbered version of the GNU General
|
| 572 |
+
Public License "or any later version" applies to it, you have the
|
| 573 |
+
option of following the terms and conditions either of that numbered
|
| 574 |
+
version or of any later version published by the Free Software
|
| 575 |
+
Foundation. If the Program does not specify a version number of the
|
| 576 |
+
GNU General Public License, you may choose any version ever published
|
| 577 |
+
by the Free Software Foundation.
|
| 578 |
+
|
| 579 |
+
If the Program specifies that a proxy can decide which future
|
| 580 |
+
versions of the GNU General Public License can be used, that proxy's
|
| 581 |
+
public statement of acceptance of a version permanently authorizes you
|
| 582 |
+
to choose that version for the Program.
|
| 583 |
+
|
| 584 |
+
Later license versions may give you additional or different
|
| 585 |
+
permissions. However, no additional obligations are imposed on any
|
| 586 |
+
author or copyright holder as a result of your choosing to follow a
|
| 587 |
+
later version.
|
| 588 |
+
|
| 589 |
+
15. Disclaimer of Warranty.
|
| 590 |
+
|
| 591 |
+
THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
|
| 592 |
+
APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT
|
| 593 |
+
HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY
|
| 594 |
+
OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO,
|
| 595 |
+
THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
|
| 596 |
+
PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM
|
| 597 |
+
IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF
|
| 598 |
+
ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
|
| 599 |
+
|
| 600 |
+
16. Limitation of Liability.
|
| 601 |
+
|
| 602 |
+
IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
|
| 603 |
+
WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS
|
| 604 |
+
THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
|
| 605 |
+
GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE
|
| 606 |
+
USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
|
| 607 |
+
DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
|
| 608 |
+
PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),
|
| 609 |
+
EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
|
| 610 |
+
SUCH DAMAGES.
|
| 611 |
+
|
| 612 |
+
17. Interpretation of Sections 15 and 16.
|
| 613 |
+
|
| 614 |
+
If the disclaimer of warranty and limitation of liability provided
|
| 615 |
+
above cannot be given local legal effect according to their terms,
|
| 616 |
+
reviewing courts shall apply local law that most closely approximates
|
| 617 |
+
an absolute waiver of all civil liability in connection with the
|
| 618 |
+
Program, unless a warranty or assumption of liability accompanies a
|
| 619 |
+
copy of the Program in return for a fee.
|
| 620 |
+
|
| 621 |
+
END OF TERMS AND CONDITIONS
|
| 622 |
+
|
| 623 |
+
How to Apply These Terms to Your New Programs
|
| 624 |
+
|
| 625 |
+
If you develop a new program, and you want it to be of the greatest
|
| 626 |
+
possible use to the public, the best way to achieve this is to make it
|
| 627 |
+
free software which everyone can redistribute and change under these terms.
|
| 628 |
+
|
| 629 |
+
To do so, attach the following notices to the program. It is safest
|
| 630 |
+
to attach them to the start of each source file to most effectively
|
| 631 |
+
state the exclusion of warranty; and each file should have at least
|
| 632 |
+
the "copyright" line and a pointer to where the full notice is found.
|
| 633 |
+
|
| 634 |
+
<one line to give the program's name and a brief idea of what it does.>
|
| 635 |
+
Copyright (C) <year> <name of author>
|
| 636 |
+
|
| 637 |
+
This program is free software: you can redistribute it and/or modify
|
| 638 |
+
it under the terms of the GNU General Public License as published by
|
| 639 |
+
the Free Software Foundation, either version 3 of the License, or
|
| 640 |
+
(at your option) any later version.
|
| 641 |
+
|
| 642 |
+
This program is distributed in the hope that it will be useful,
|
| 643 |
+
but WITHOUT ANY WARRANTY; without even the implied warranty of
|
| 644 |
+
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
| 645 |
+
GNU General Public License for more details.
|
| 646 |
+
|
| 647 |
+
You should have received a copy of the GNU General Public License
|
| 648 |
+
along with this program. If not, see <https://www.gnu.org/licenses/>.
|
| 649 |
+
|
| 650 |
+
Also add information on how to contact you by electronic and paper mail.
|
| 651 |
+
|
| 652 |
+
If the program does terminal interaction, make it output a short
|
| 653 |
+
notice like this when it starts in an interactive mode:
|
| 654 |
+
|
| 655 |
+
<program> Copyright (C) <year> <name of author>
|
| 656 |
+
This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
|
| 657 |
+
This is free software, and you are welcome to redistribute it
|
| 658 |
+
under certain conditions; type `show c' for details.
|
| 659 |
+
|
| 660 |
+
The hypothetical commands `show w' and `show c' should show the appropriate
|
| 661 |
+
parts of the General Public License. Of course, your program's commands
|
| 662 |
+
might be different; for a GUI interface, you would use an "about box".
|
| 663 |
+
|
| 664 |
+
You should also get your employer (if you work as a programmer) or school,
|
| 665 |
+
if any, to sign a "copyright disclaimer" for the program, if necessary.
|
| 666 |
+
For more information on this, and how to apply and follow the GNU GPL, see
|
| 667 |
+
<https://www.gnu.org/licenses/>.
|
| 668 |
+
|
| 669 |
+
The GNU General Public License does not permit incorporating your program
|
| 670 |
+
into proprietary programs. If your program is a subroutine library, you
|
| 671 |
+
may consider it more useful to permit linking proprietary applications with
|
| 672 |
+
the library. If this is what you want to do, use the GNU Lesser General
|
| 673 |
+
Public License instead of this License. But first, please read
|
| 674 |
+
<https://www.gnu.org/licenses/why-not-lgpl.html>.
|
requirements.txt
CHANGED
|
@@ -1,5 +1,5 @@
|
|
| 1 |
-
ultralytics
|
| 2 |
-
opencv-python
|
| 3 |
-
numpy
|
| 4 |
-
roboflow
|
| 5 |
gradio
|
|
|
|
| 1 |
+
ultralytics
|
| 2 |
+
opencv-python
|
| 3 |
+
numpy
|
| 4 |
+
roboflow
|
| 5 |
gradio
|
src/main.py
CHANGED
|
@@ -1,61 +1,61 @@
|
|
| 1 |
-
""" EXAMPLE CODE """
|
| 2 |
-
# from models.face_detector import YOLOFaceDetector
|
| 3 |
-
# from masking.text import TextCensor
|
| 4 |
-
# from masking.emoji import EmojiCensor
|
| 5 |
-
# from masking.blur import BlurCensor
|
| 6 |
-
|
| 7 |
-
# from processors.stream_processor import LiveStreamProcessor
|
| 8 |
-
# from processors.processor import MediaProcessor
|
| 9 |
-
|
| 10 |
-
# def main():
|
| 11 |
-
# load_dotenv()
|
| 12 |
-
|
| 13 |
-
#Initialize detector
|
| 14 |
-
# detector = YOLOFaceDetector()
|
| 15 |
-
|
| 16 |
-
# Using Text Masking
|
| 17 |
-
# text_censor = TextCensor(text="HELLO", # The text to draw on faces
|
| 18 |
-
# draw_background=True, # Control whether to draw solid background behind text
|
| 19 |
-
# background_color="black", # The color of the solid background
|
| 20 |
-
# text_color="green", # The color of the text
|
| 21 |
-
# font="arial.ttf", # The path to font to use, defaults to 'arial.ttf'
|
| 22 |
-
# scale_factor=0.2 # The text size scaling factor
|
| 23 |
-
# )
|
| 24 |
-
|
| 25 |
-
# Using Emoji Masking
|
| 26 |
-
# emoji_censor = EmojiCensor(
|
| 27 |
-
# emoji="😁", # The emoji you want to use to mask faces
|
| 28 |
-
# font="seguiemj.ttf", # The path to the emoji font file, by default uses "seguiemj.ttf"
|
| 29 |
-
# scale_factor=1.0 # The emoji size scaling factor in percentage
|
| 30 |
-
# )
|
| 31 |
-
|
| 32 |
-
# Using blur masking
|
| 33 |
-
# blur_censor = BlurCensor(
|
| 34 |
-
# blur_factor=71 # The strength of the blur effect, defaults to 99
|
| 35 |
-
# )
|
| 36 |
-
|
| 37 |
-
# Create batch media processor, specifying masking method and detector.
|
| 38 |
-
# processor = MediaProcessor(detector, blur_censor)
|
| 39 |
-
|
| 40 |
-
# Process image
|
| 41 |
-
# processor.process_image("assets/input.jpg", "assets/output_blur.jpg")
|
| 42 |
-
|
| 43 |
-
# Process video
|
| 44 |
-
# processor.process_video("assets/input.mp4", "assets/output.mp4")
|
| 45 |
-
|
| 46 |
-
# Create live stream processor, specifying masking method and detector.
|
| 47 |
-
#live_processor = LiveStreamProcessor(detector, blur_censor)
|
| 48 |
-
|
| 49 |
-
# Process RTMP stream.
|
| 50 |
-
#live_processor.process_stream(
|
| 51 |
-
# source="rtmp://localhost/live/livestream", # I used https://github.com/ossrs/srs for testing
|
| 52 |
-
# output_type="rtmp",
|
| 53 |
-
# output_dest=f"rtmp://jfk.contribute.live-video.net/app/{os.getenv('STREAM_KEY')}" # Tested on twitch
|
| 54 |
-
#)
|
| 55 |
-
|
| 56 |
-
from ui import FaceCensorUI
|
| 57 |
-
|
| 58 |
-
if __name__ == "__main__":
|
| 59 |
-
ui = FaceCensorUI()
|
| 60 |
-
interface = ui.create_ui()
|
| 61 |
interface.launch(pwa=True)
|
|
|
|
| 1 |
+
""" EXAMPLE CODE """
|
| 2 |
+
# from models.face_detector import YOLOFaceDetector
|
| 3 |
+
# from masking.text import TextCensor
|
| 4 |
+
# from masking.emoji import EmojiCensor
|
| 5 |
+
# from masking.blur import BlurCensor
|
| 6 |
+
|
| 7 |
+
# from processors.stream_processor import LiveStreamProcessor
|
| 8 |
+
# from processors.processor import MediaProcessor
|
| 9 |
+
|
| 10 |
+
# def main():
|
| 11 |
+
# load_dotenv()
|
| 12 |
+
|
| 13 |
+
#Initialize detector
|
| 14 |
+
# detector = YOLOFaceDetector()
|
| 15 |
+
|
| 16 |
+
# Using Text Masking
|
| 17 |
+
# text_censor = TextCensor(text="HELLO", # The text to draw on faces
|
| 18 |
+
# draw_background=True, # Control whether to draw solid background behind text
|
| 19 |
+
# background_color="black", # The color of the solid background
|
| 20 |
+
# text_color="green", # The color of the text
|
| 21 |
+
# font="arial.ttf", # The path to font to use, defaults to 'arial.ttf'
|
| 22 |
+
# scale_factor=0.2 # The text size scaling factor
|
| 23 |
+
# )
|
| 24 |
+
|
| 25 |
+
# Using Emoji Masking
|
| 26 |
+
# emoji_censor = EmojiCensor(
|
| 27 |
+
# emoji="😁", # The emoji you want to use to mask faces
|
| 28 |
+
# font="seguiemj.ttf", # The path to the emoji font file, by default uses "seguiemj.ttf"
|
| 29 |
+
# scale_factor=1.0 # The emoji size scaling factor in percentage
|
| 30 |
+
# )
|
| 31 |
+
|
| 32 |
+
# Using blur masking
|
| 33 |
+
# blur_censor = BlurCensor(
|
| 34 |
+
# blur_factor=71 # The strength of the blur effect, defaults to 99
|
| 35 |
+
# )
|
| 36 |
+
|
| 37 |
+
# Create batch media processor, specifying masking method and detector.
|
| 38 |
+
# processor = MediaProcessor(detector, blur_censor)
|
| 39 |
+
|
| 40 |
+
# Process image
|
| 41 |
+
# processor.process_image("assets/input.jpg", "assets/output_blur.jpg")
|
| 42 |
+
|
| 43 |
+
# Process video
|
| 44 |
+
# processor.process_video("assets/input.mp4", "assets/output.mp4")
|
| 45 |
+
|
| 46 |
+
# Create live stream processor, specifying masking method and detector.
|
| 47 |
+
#live_processor = LiveStreamProcessor(detector, blur_censor)
|
| 48 |
+
|
| 49 |
+
# Process RTMP stream.
|
| 50 |
+
#live_processor.process_stream(
|
| 51 |
+
# source="rtmp://localhost/live/livestream", # I used https://github.com/ossrs/srs for testing
|
| 52 |
+
# output_type="rtmp",
|
| 53 |
+
# output_dest=f"rtmp://jfk.contribute.live-video.net/app/{os.getenv('STREAM_KEY')}" # Tested on twitch
|
| 54 |
+
#)
|
| 55 |
+
|
| 56 |
+
from ui import FaceCensorUI
|
| 57 |
+
|
| 58 |
+
if __name__ == "__main__":
|
| 59 |
+
ui = FaceCensorUI()
|
| 60 |
+
interface = ui.create_ui()
|
| 61 |
interface.launch(pwa=True)
|
src/masking/base.py
CHANGED
|
@@ -1,6 +1,6 @@
|
|
| 1 |
-
from abc import ABC, abstractmethod
|
| 2 |
-
|
| 3 |
-
class CensoringMethod(ABC):
|
| 4 |
-
@abstractmethod
|
| 5 |
-
def apply(self, frame, bbox):
|
| 6 |
pass
|
|
|
|
| 1 |
+
from abc import ABC, abstractmethod
|
| 2 |
+
|
| 3 |
+
class CensoringMethod(ABC):
|
| 4 |
+
@abstractmethod
|
| 5 |
+
def apply(self, frame, bbox):
|
| 6 |
pass
|
src/masking/blur.py
CHANGED
|
@@ -1,18 +1,18 @@
|
|
| 1 |
-
import cv2
|
| 2 |
-
from .base import CensoringMethod
|
| 3 |
-
|
| 4 |
-
class BlurCensor(CensoringMethod):
|
| 5 |
-
def __init__(self, blur_factor=99):
|
| 6 |
-
self.blur_factor = blur_factor
|
| 7 |
-
|
| 8 |
-
if self.blur_factor < 1 or self.blur_factor % 2 == 0:
|
| 9 |
-
raise ValueError("blur_factor must be a positive and odd number.")
|
| 10 |
-
|
| 11 |
-
def apply(self, frame, bbox):
|
| 12 |
-
x1, y1, x2, y2 = bbox[:4]
|
| 13 |
-
roi = frame[y1:y2, x1:x2]
|
| 14 |
-
|
| 15 |
-
blurred = cv2.GaussianBlur(roi, (self.blur_factor, self.blur_factor), 0)
|
| 16 |
-
frame[y1:y2, x1:x2] = blurred
|
| 17 |
-
return frame
|
| 18 |
|
|
|
|
| 1 |
+
import cv2
|
| 2 |
+
from .base import CensoringMethod
|
| 3 |
+
|
| 4 |
+
class BlurCensor(CensoringMethod):
|
| 5 |
+
def __init__(self, blur_factor=99):
|
| 6 |
+
self.blur_factor = blur_factor
|
| 7 |
+
|
| 8 |
+
if self.blur_factor < 1 or self.blur_factor % 2 == 0:
|
| 9 |
+
raise ValueError("blur_factor must be a positive and odd number.")
|
| 10 |
+
|
| 11 |
+
def apply(self, frame, bbox):
|
| 12 |
+
x1, y1, x2, y2 = bbox[:4]
|
| 13 |
+
roi = frame[y1:y2, x1:x2]
|
| 14 |
+
|
| 15 |
+
blurred = cv2.GaussianBlur(roi, (self.blur_factor, self.blur_factor), 0)
|
| 16 |
+
frame[y1:y2, x1:x2] = blurred
|
| 17 |
+
return frame
|
| 18 |
|
src/masking/emoji.py
CHANGED
|
@@ -1,25 +1,25 @@
|
|
| 1 |
-
import cv2
|
| 2 |
-
from .text import TextCensor
|
| 3 |
-
from PIL import Image, ImageDraw, ImageFont
|
| 4 |
-
import numpy as np
|
| 5 |
-
|
| 6 |
-
class EmojiCensor(TextCensor):
|
| 7 |
-
def __init__(self, emoji, font="seguiemj.ttf", scale_factor=1.0):
|
| 8 |
-
super().__init__(
|
| 9 |
-
text=emoji,
|
| 10 |
-
font=font,
|
| 11 |
-
scale_factor=scale_factor,
|
| 12 |
-
text_color=None,
|
| 13 |
-
draw_background=False
|
| 14 |
-
)
|
| 15 |
-
|
| 16 |
-
def draw_overlay(self, draw, x, y, font):
|
| 17 |
-
draw.text(
|
| 18 |
-
xy=(x, y),
|
| 19 |
-
text=self.text,
|
| 20 |
-
anchor="mm",
|
| 21 |
-
font=font,
|
| 22 |
-
embedded_color=True
|
| 23 |
-
)
|
| 24 |
-
|
| 25 |
-
|
|
|
|
| 1 |
+
import cv2
|
| 2 |
+
from .text import TextCensor
|
| 3 |
+
from PIL import Image, ImageDraw, ImageFont
|
| 4 |
+
import numpy as np
|
| 5 |
+
|
| 6 |
+
class EmojiCensor(TextCensor):
|
| 7 |
+
def __init__(self, emoji, font="seguiemj.ttf", scale_factor=1.0):
|
| 8 |
+
super().__init__(
|
| 9 |
+
text=emoji,
|
| 10 |
+
font=font,
|
| 11 |
+
scale_factor=scale_factor,
|
| 12 |
+
text_color=None,
|
| 13 |
+
draw_background=False
|
| 14 |
+
)
|
| 15 |
+
|
| 16 |
+
def draw_overlay(self, draw, x, y, font):
|
| 17 |
+
draw.text(
|
| 18 |
+
xy=(x, y),
|
| 19 |
+
text=self.text,
|
| 20 |
+
anchor="mm",
|
| 21 |
+
font=font,
|
| 22 |
+
embedded_color=True
|
| 23 |
+
)
|
| 24 |
+
|
| 25 |
+
|
src/masking/text.py
CHANGED
|
@@ -1,53 +1,53 @@
|
|
| 1 |
-
from .base import CensoringMethod
|
| 2 |
-
from PIL import Image, ImageDraw, ImageFont
|
| 3 |
-
import numpy as np
|
| 4 |
-
import cv2
|
| 5 |
-
|
| 6 |
-
class TextCensor(CensoringMethod):
|
| 7 |
-
def __init__(self,
|
| 8 |
-
text,
|
| 9 |
-
font="arial.ttf",
|
| 10 |
-
scale_factor=0.5,
|
| 11 |
-
text_color="white",
|
| 12 |
-
background_color=None,
|
| 13 |
-
draw_background=True):
|
| 14 |
-
|
| 15 |
-
self.text = text
|
| 16 |
-
self.font_path = font
|
| 17 |
-
self.scale_factor = scale_factor
|
| 18 |
-
self.text_color = text_color
|
| 19 |
-
self.background_color = background_color
|
| 20 |
-
self.draw_background = draw_background
|
| 21 |
-
|
| 22 |
-
def apply(self, frame, bbox):
|
| 23 |
-
x1, y1, x2, y2 = bbox[:4]
|
| 24 |
-
center_x = (x1 + x2) // 2
|
| 25 |
-
center_y = (y1 + y2) // 2
|
| 26 |
-
|
| 27 |
-
font_size = int(max(x2-x1, y2-y1) * self.scale_factor)
|
| 28 |
-
|
| 29 |
-
try:
|
| 30 |
-
font = ImageFont.truetype(self.font_path, font_size)
|
| 31 |
-
except OSError as e:
|
| 32 |
-
raise ValueError(f"Could not open file at {self.font_path}")
|
| 33 |
-
|
| 34 |
-
rgb_frame = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)
|
| 35 |
-
pil_frame = Image.fromarray(rgb_frame)
|
| 36 |
-
draw = ImageDraw.Draw(pil_frame)
|
| 37 |
-
|
| 38 |
-
if self.draw_background and self.background_color:
|
| 39 |
-
draw.rectangle([x1, y1, x2, y2], fill=self.background_color)
|
| 40 |
-
|
| 41 |
-
self.draw_overlay(draw, center_x, center_y, font)
|
| 42 |
-
|
| 43 |
-
out_image = cv2.cvtColor(np.array(pil_frame), cv2.COLOR_RGB2BGR)
|
| 44 |
-
return out_image
|
| 45 |
-
|
| 46 |
-
def draw_overlay(self, draw, x, y, font):
|
| 47 |
-
draw.text(
|
| 48 |
-
xy=(x, y),
|
| 49 |
-
text=self.text,
|
| 50 |
-
anchor="mm",
|
| 51 |
-
font=font,
|
| 52 |
-
fill=self.text_color
|
| 53 |
)
|
|
|
|
| 1 |
+
from .base import CensoringMethod
|
| 2 |
+
from PIL import Image, ImageDraw, ImageFont
|
| 3 |
+
import numpy as np
|
| 4 |
+
import cv2
|
| 5 |
+
|
| 6 |
+
class TextCensor(CensoringMethod):
|
| 7 |
+
def __init__(self,
|
| 8 |
+
text,
|
| 9 |
+
font="arial.ttf",
|
| 10 |
+
scale_factor=0.5,
|
| 11 |
+
text_color="white",
|
| 12 |
+
background_color=None,
|
| 13 |
+
draw_background=True):
|
| 14 |
+
|
| 15 |
+
self.text = text
|
| 16 |
+
self.font_path = font
|
| 17 |
+
self.scale_factor = scale_factor
|
| 18 |
+
self.text_color = text_color
|
| 19 |
+
self.background_color = background_color
|
| 20 |
+
self.draw_background = draw_background
|
| 21 |
+
|
| 22 |
+
def apply(self, frame, bbox):
|
| 23 |
+
x1, y1, x2, y2 = bbox[:4]
|
| 24 |
+
center_x = (x1 + x2) // 2
|
| 25 |
+
center_y = (y1 + y2) // 2
|
| 26 |
+
|
| 27 |
+
font_size = int(max(x2-x1, y2-y1) * self.scale_factor)
|
| 28 |
+
|
| 29 |
+
try:
|
| 30 |
+
font = ImageFont.truetype(self.font_path, font_size)
|
| 31 |
+
except OSError as e:
|
| 32 |
+
raise ValueError(f"Could not open file at {self.font_path}")
|
| 33 |
+
|
| 34 |
+
rgb_frame = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)
|
| 35 |
+
pil_frame = Image.fromarray(rgb_frame)
|
| 36 |
+
draw = ImageDraw.Draw(pil_frame)
|
| 37 |
+
|
| 38 |
+
if self.draw_background and self.background_color:
|
| 39 |
+
draw.rectangle([x1, y1, x2, y2], fill=self.background_color)
|
| 40 |
+
|
| 41 |
+
self.draw_overlay(draw, center_x, center_y, font)
|
| 42 |
+
|
| 43 |
+
out_image = cv2.cvtColor(np.array(pil_frame), cv2.COLOR_RGB2BGR)
|
| 44 |
+
return out_image
|
| 45 |
+
|
| 46 |
+
def draw_overlay(self, draw, x, y, font):
|
| 47 |
+
draw.text(
|
| 48 |
+
xy=(x, y),
|
| 49 |
+
text=self.text,
|
| 50 |
+
anchor="mm",
|
| 51 |
+
font=font,
|
| 52 |
+
fill=self.text_color
|
| 53 |
)
|
src/models/base.py
CHANGED
|
@@ -1,6 +1,6 @@
|
|
| 1 |
-
from abc import ABC, abstractmethod
|
| 2 |
-
|
| 3 |
-
class DetectionModel(ABC):
|
| 4 |
-
@abstractmethod
|
| 5 |
-
def detect(self, frame):
|
| 6 |
pass
|
|
|
|
| 1 |
+
from abc import ABC, abstractmethod
|
| 2 |
+
|
| 3 |
+
class DetectionModel(ABC):
|
| 4 |
+
@abstractmethod
|
| 5 |
+
def detect(self, frame):
|
| 6 |
pass
|
src/models/face_detector.py
CHANGED
|
@@ -1,16 +1,16 @@
|
|
| 1 |
-
from ultralytics import YOLO
|
| 2 |
-
from .base import DetectionModel
|
| 3 |
-
|
| 4 |
-
class YOLOFaceDetector(DetectionModel):
|
| 5 |
-
def __init__(self, model_path="src/data/models/face_detection_model.pt"):
|
| 6 |
-
self.model = YOLO(model_path)
|
| 7 |
-
|
| 8 |
-
def detect(self, frame):
|
| 9 |
-
results = self.model(frame, verbose=False)[0]
|
| 10 |
-
detections = []
|
| 11 |
-
|
| 12 |
-
for box in results.boxes:
|
| 13 |
-
x1, y1, x2, y2 = box.xyxy[0].cpu().numpy()
|
| 14 |
-
conf = box.conf[0].cpu().numpy()
|
| 15 |
-
detections.append([int(x1), int(y1), int(x2), int(y2), conf])
|
| 16 |
return detections
|
|
|
|
| 1 |
+
from ultralytics import YOLO
|
| 2 |
+
from .base import DetectionModel
|
| 3 |
+
|
| 4 |
+
class YOLOFaceDetector(DetectionModel):
|
| 5 |
+
def __init__(self, model_path="src/data/models/face_detection_model.pt"):
|
| 6 |
+
self.model = YOLO(model_path)
|
| 7 |
+
|
| 8 |
+
def detect(self, frame):
|
| 9 |
+
results = self.model(frame, verbose=False)[0]
|
| 10 |
+
detections = []
|
| 11 |
+
|
| 12 |
+
for box in results.boxes:
|
| 13 |
+
x1, y1, x2, y2 = box.xyxy[0].cpu().numpy()
|
| 14 |
+
conf = box.conf[0].cpu().numpy()
|
| 15 |
+
detections.append([int(x1), int(y1), int(x2), int(y2), conf])
|
| 16 |
return detections
|
src/processors/processor.py
CHANGED
|
@@ -1,50 +1,50 @@
|
|
| 1 |
-
import cv2
|
| 2 |
-
|
| 3 |
-
class MediaProcessor:
|
| 4 |
-
def __init__(self, detector, censor):
|
| 5 |
-
self.detector = detector
|
| 6 |
-
self.censor = censor
|
| 7 |
-
|
| 8 |
-
def process_image(self, image_path, output_path, conf_thresh = 0.6):
|
| 9 |
-
image = cv2.imread(image_path)
|
| 10 |
-
if image is None:
|
| 11 |
-
raise ValueError(f"Could not read image at {image_path}")
|
| 12 |
-
|
| 13 |
-
detections = self.detector.detect(image)
|
| 14 |
-
|
| 15 |
-
for bbox in detections:
|
| 16 |
-
if bbox[4] >= conf_thresh:
|
| 17 |
-
image = self.censor.apply(image, bbox)
|
| 18 |
-
|
| 19 |
-
cv2.imwrite(output_path, image)
|
| 20 |
-
return output_path
|
| 21 |
-
|
| 22 |
-
def process_video(self, video_path, output_path, conf_thresh = 0.6):
|
| 23 |
-
capture = cv2.VideoCapture(video_path)
|
| 24 |
-
if not capture.isOpened():
|
| 25 |
-
raise ValueError(f"Could not open video at {video_path}")
|
| 26 |
-
|
| 27 |
-
fps = int(capture.get(cv2.CAP_PROP_FPS))
|
| 28 |
-
width = int(capture.get(cv2.CAP_PROP_FRAME_WIDTH))
|
| 29 |
-
height = int(capture.get(cv2.CAP_PROP_FRAME_HEIGHT))
|
| 30 |
-
|
| 31 |
-
fourcc = cv2.VideoWriter_fourcc(*"mp4v")
|
| 32 |
-
out = cv2.VideoWriter(output_path, fourcc, fps, (width, height))
|
| 33 |
-
|
| 34 |
-
try:
|
| 35 |
-
while capture.isOpened():
|
| 36 |
-
ret, frame = capture.read()
|
| 37 |
-
if not ret: break
|
| 38 |
-
|
| 39 |
-
detections = self.detector.detect(frame)
|
| 40 |
-
|
| 41 |
-
for bbox in detections:
|
| 42 |
-
if bbox[4] >= conf_thresh:
|
| 43 |
-
frame = self.censor.apply(frame, bbox)
|
| 44 |
-
|
| 45 |
-
out.write(frame)
|
| 46 |
-
finally:
|
| 47 |
-
capture.release()
|
| 48 |
-
out.release()
|
| 49 |
-
|
| 50 |
return output_path
|
|
|
|
| 1 |
+
import cv2
|
| 2 |
+
|
| 3 |
+
class MediaProcessor:
|
| 4 |
+
def __init__(self, detector, censor):
|
| 5 |
+
self.detector = detector
|
| 6 |
+
self.censor = censor
|
| 7 |
+
|
| 8 |
+
def process_image(self, image_path, output_path, conf_thresh = 0.6):
|
| 9 |
+
image = cv2.imread(image_path)
|
| 10 |
+
if image is None:
|
| 11 |
+
raise ValueError(f"Could not read image at {image_path}")
|
| 12 |
+
|
| 13 |
+
detections = self.detector.detect(image)
|
| 14 |
+
|
| 15 |
+
for bbox in detections:
|
| 16 |
+
if bbox[4] >= conf_thresh:
|
| 17 |
+
image = self.censor.apply(image, bbox)
|
| 18 |
+
|
| 19 |
+
cv2.imwrite(output_path, image)
|
| 20 |
+
return output_path
|
| 21 |
+
|
| 22 |
+
def process_video(self, video_path, output_path, conf_thresh = 0.6):
|
| 23 |
+
capture = cv2.VideoCapture(video_path)
|
| 24 |
+
if not capture.isOpened():
|
| 25 |
+
raise ValueError(f"Could not open video at {video_path}")
|
| 26 |
+
|
| 27 |
+
fps = int(capture.get(cv2.CAP_PROP_FPS))
|
| 28 |
+
width = int(capture.get(cv2.CAP_PROP_FRAME_WIDTH))
|
| 29 |
+
height = int(capture.get(cv2.CAP_PROP_FRAME_HEIGHT))
|
| 30 |
+
|
| 31 |
+
fourcc = cv2.VideoWriter_fourcc(*"mp4v")
|
| 32 |
+
out = cv2.VideoWriter(output_path, fourcc, fps, (width, height))
|
| 33 |
+
|
| 34 |
+
try:
|
| 35 |
+
while capture.isOpened():
|
| 36 |
+
ret, frame = capture.read()
|
| 37 |
+
if not ret: break
|
| 38 |
+
|
| 39 |
+
detections = self.detector.detect(frame)
|
| 40 |
+
|
| 41 |
+
for bbox in detections:
|
| 42 |
+
if bbox[4] >= conf_thresh:
|
| 43 |
+
frame = self.censor.apply(frame, bbox)
|
| 44 |
+
|
| 45 |
+
out.write(frame)
|
| 46 |
+
finally:
|
| 47 |
+
capture.release()
|
| 48 |
+
out.release()
|
| 49 |
+
|
| 50 |
return output_path
|
src/processors/stream_processor.py
CHANGED
|
@@ -1,81 +1,81 @@
|
|
| 1 |
-
import cv2
|
| 2 |
-
from .processor import MediaProcessor
|
| 3 |
-
import subprocess
|
| 4 |
-
|
| 5 |
-
class LiveStreamProcessor:
|
| 6 |
-
def __init__(self, detector, censor):
|
| 7 |
-
self.detector = detector
|
| 8 |
-
self.censor = censor
|
| 9 |
-
self.processor = MediaProcessor(detector, censor)
|
| 10 |
-
|
| 11 |
-
def process_stream(self,
|
| 12 |
-
source,
|
| 13 |
-
output_type=None,
|
| 14 |
-
output_dest=None,
|
| 15 |
-
conf_thresh=0.4,
|
| 16 |
-
preview_stream=False):
|
| 17 |
-
|
| 18 |
-
capture = cv2.VideoCapture(source)
|
| 19 |
-
if not capture.isOpened():
|
| 20 |
-
raise ValueError(f"Could not open video source {source}")
|
| 21 |
-
|
| 22 |
-
width = int(capture.get(cv2.CAP_PROP_FRAME_WIDTH))
|
| 23 |
-
height = int(capture.get(cv2.CAP_PROP_FRAME_HEIGHT))
|
| 24 |
-
fps = int(capture.get(cv2.CAP_PROP_FPS))
|
| 25 |
-
|
| 26 |
-
output = self.initialize_output(output_type, output_dest, width, height, fps)
|
| 27 |
-
|
| 28 |
-
try:
|
| 29 |
-
while True:
|
| 30 |
-
ret, frame = capture.read()
|
| 31 |
-
if not ret:
|
| 32 |
-
break
|
| 33 |
-
|
| 34 |
-
detections = self.detector.detect(frame)
|
| 35 |
-
for bbox in detections:
|
| 36 |
-
if bbox[4] >= conf_thresh:
|
| 37 |
-
frame = self.censor.apply(frame, bbox)
|
| 38 |
-
|
| 39 |
-
if output_type == "rtmp":
|
| 40 |
-
output.stdin.write(frame.tobytes())
|
| 41 |
-
else:
|
| 42 |
-
raise ValueError(f"Invalid output_type: {output_type}, try 'rtmp'?")
|
| 43 |
-
|
| 44 |
-
if preview_stream:
|
| 45 |
-
cv2.imshow("Stream Preview", frame)
|
| 46 |
-
if cv2.waitKey(1) & 0xFF == ord("q"):
|
| 47 |
-
break
|
| 48 |
-
|
| 49 |
-
finally:
|
| 50 |
-
capture.release()
|
| 51 |
-
if output:
|
| 52 |
-
self.cleanup_output(output, output_type)
|
| 53 |
-
cv2.destroyAllWindows()
|
| 54 |
-
|
| 55 |
-
def initialize_output(self, output_type, output_dest, width, height, fps):
|
| 56 |
-
if output_dest == None:
|
| 57 |
-
raise ValueError("output_dest cannot be None, provide valid output destination.")
|
| 58 |
-
|
| 59 |
-
if output_type == "rtmp":
|
| 60 |
-
command = [
|
| 61 |
-
"ffmpeg",
|
| 62 |
-
"-y", # Overwrite output files
|
| 63 |
-
"-f", "rawvideo",
|
| 64 |
-
"-vcodec", "rawvideo",
|
| 65 |
-
"-pix_fmt", "bgr24",
|
| 66 |
-
"-s", f"{width}x{height}",
|
| 67 |
-
"-r", str(fps),
|
| 68 |
-
"-i", "-", # Input from pipe
|
| 69 |
-
"-c:v", "libx264",
|
| 70 |
-
"-pix_fmt", "yuv420p",
|
| 71 |
-
"-preset", "ultrafast",
|
| 72 |
-
"-f", "flv",
|
| 73 |
-
output_dest # RTMP URL
|
| 74 |
-
]
|
| 75 |
-
return subprocess.Popen(command, stdin=subprocess.PIPE)
|
| 76 |
-
return None
|
| 77 |
-
|
| 78 |
-
def cleanup_output(self, output, output_type):
|
| 79 |
-
if output_type == "rtmp":
|
| 80 |
-
output.stdin.close()
|
| 81 |
-
output.wait()
|
|
|
|
| 1 |
+
import cv2
|
| 2 |
+
from .processor import MediaProcessor
|
| 3 |
+
import subprocess
|
| 4 |
+
|
| 5 |
+
class LiveStreamProcessor:
|
| 6 |
+
def __init__(self, detector, censor):
|
| 7 |
+
self.detector = detector
|
| 8 |
+
self.censor = censor
|
| 9 |
+
self.processor = MediaProcessor(detector, censor)
|
| 10 |
+
|
| 11 |
+
def process_stream(self,
|
| 12 |
+
source,
|
| 13 |
+
output_type=None,
|
| 14 |
+
output_dest=None,
|
| 15 |
+
conf_thresh=0.4,
|
| 16 |
+
preview_stream=False):
|
| 17 |
+
|
| 18 |
+
capture = cv2.VideoCapture(source)
|
| 19 |
+
if not capture.isOpened():
|
| 20 |
+
raise ValueError(f"Could not open video source {source}")
|
| 21 |
+
|
| 22 |
+
width = int(capture.get(cv2.CAP_PROP_FRAME_WIDTH))
|
| 23 |
+
height = int(capture.get(cv2.CAP_PROP_FRAME_HEIGHT))
|
| 24 |
+
fps = int(capture.get(cv2.CAP_PROP_FPS))
|
| 25 |
+
|
| 26 |
+
output = self.initialize_output(output_type, output_dest, width, height, fps)
|
| 27 |
+
|
| 28 |
+
try:
|
| 29 |
+
while True:
|
| 30 |
+
ret, frame = capture.read()
|
| 31 |
+
if not ret:
|
| 32 |
+
break
|
| 33 |
+
|
| 34 |
+
detections = self.detector.detect(frame)
|
| 35 |
+
for bbox in detections:
|
| 36 |
+
if bbox[4] >= conf_thresh:
|
| 37 |
+
frame = self.censor.apply(frame, bbox)
|
| 38 |
+
|
| 39 |
+
if output_type == "rtmp":
|
| 40 |
+
output.stdin.write(frame.tobytes())
|
| 41 |
+
else:
|
| 42 |
+
raise ValueError(f"Invalid output_type: {output_type}, try 'rtmp'?")
|
| 43 |
+
|
| 44 |
+
if preview_stream:
|
| 45 |
+
cv2.imshow("Stream Preview", frame)
|
| 46 |
+
if cv2.waitKey(1) & 0xFF == ord("q"):
|
| 47 |
+
break
|
| 48 |
+
|
| 49 |
+
finally:
|
| 50 |
+
capture.release()
|
| 51 |
+
if output:
|
| 52 |
+
self.cleanup_output(output, output_type)
|
| 53 |
+
cv2.destroyAllWindows()
|
| 54 |
+
|
| 55 |
+
def initialize_output(self, output_type, output_dest, width, height, fps):
|
| 56 |
+
if output_dest == None:
|
| 57 |
+
raise ValueError("output_dest cannot be None, provide valid output destination.")
|
| 58 |
+
|
| 59 |
+
if output_type == "rtmp":
|
| 60 |
+
command = [
|
| 61 |
+
"ffmpeg",
|
| 62 |
+
"-y", # Overwrite output files
|
| 63 |
+
"-f", "rawvideo",
|
| 64 |
+
"-vcodec", "rawvideo",
|
| 65 |
+
"-pix_fmt", "bgr24",
|
| 66 |
+
"-s", f"{width}x{height}",
|
| 67 |
+
"-r", str(fps),
|
| 68 |
+
"-i", "-", # Input from pipe
|
| 69 |
+
"-c:v", "libx264",
|
| 70 |
+
"-pix_fmt", "yuv420p",
|
| 71 |
+
"-preset", "ultrafast",
|
| 72 |
+
"-f", "flv",
|
| 73 |
+
output_dest # RTMP URL
|
| 74 |
+
]
|
| 75 |
+
return subprocess.Popen(command, stdin=subprocess.PIPE)
|
| 76 |
+
return None
|
| 77 |
+
|
| 78 |
+
def cleanup_output(self, output, output_type):
|
| 79 |
+
if output_type == "rtmp":
|
| 80 |
+
output.stdin.close()
|
| 81 |
+
output.wait()
|
src/training/train.py
CHANGED
|
@@ -1,71 +1,71 @@
|
|
| 1 |
-
from ultralytics import YOLO
|
| 2 |
-
from roboflow import Roboflow
|
| 3 |
-
import logging
|
| 4 |
-
from pathlib import Path
|
| 5 |
-
import os
|
| 6 |
-
from dotenv import load_dotenv
|
| 7 |
-
|
| 8 |
-
class ModelTrainer:
|
| 9 |
-
def __init__(self, roboflow_api_key):
|
| 10 |
-
self.rf = Roboflow(api_key=roboflow_api_key)
|
| 11 |
-
self.setup_logging()
|
| 12 |
-
|
| 13 |
-
def setup_logging(self):
|
| 14 |
-
logging.basicConfig(
|
| 15 |
-
level=logging.INFO,
|
| 16 |
-
format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
|
| 17 |
-
)
|
| 18 |
-
self.logger = logging.getLogger(__name__)
|
| 19 |
-
|
| 20 |
-
def download_dataset(self, project_name, project_version, workspace):
|
| 21 |
-
self.logger.info(f"Downloading dataset: {project_name} v{project_version}")
|
| 22 |
-
project = self.rf.workspace(workspace).project(project_name)
|
| 23 |
-
dataset = project.version(project_version).download("yolov8", "data\\raw")
|
| 24 |
-
print(dataset.location)
|
| 25 |
-
return dataset.location
|
| 26 |
-
|
| 27 |
-
def train(
|
| 28 |
-
self,
|
| 29 |
-
data_yaml,
|
| 30 |
-
model_type = "yolov8n.pt",
|
| 31 |
-
epochs = 30,
|
| 32 |
-
imgsz = 640,
|
| 33 |
-
batch_size = 16,
|
| 34 |
-
device = "0"
|
| 35 |
-
):
|
| 36 |
-
self.logger.info("Starting training process")
|
| 37 |
-
|
| 38 |
-
model = YOLO(model_type)
|
| 39 |
-
|
| 40 |
-
results = model.train(
|
| 41 |
-
data = data_yaml,
|
| 42 |
-
epochs = epochs,
|
| 43 |
-
imgsz = imgsz,
|
| 44 |
-
batch = batch_size,
|
| 45 |
-
device = device,
|
| 46 |
-
project = "runs/train",
|
| 47 |
-
name = "face_detection"
|
| 48 |
-
)
|
| 49 |
-
|
| 50 |
-
self.logger.info("Training Complete")
|
| 51 |
-
return results
|
| 52 |
-
|
| 53 |
-
def main():
|
| 54 |
-
load_dotenv()
|
| 55 |
-
trainer = ModelTrainer(os.getenv("ROBOFLOW_API_KEY"))
|
| 56 |
-
|
| 57 |
-
data_path = trainer.download_dataset(
|
| 58 |
-
workspace="large-benchmark-datasets",
|
| 59 |
-
project_name="wider-face-ndtcz",
|
| 60 |
-
project_version=1
|
| 61 |
-
)
|
| 62 |
-
|
| 63 |
-
trainer.train(
|
| 64 |
-
data_yaml=f"{data_path}\\data.yaml",
|
| 65 |
-
epochs=20,
|
| 66 |
-
batch_size=16,
|
| 67 |
-
device="0"
|
| 68 |
-
)
|
| 69 |
-
|
| 70 |
-
if __name__ == "__main__":
|
| 71 |
main()
|
|
|
|
| 1 |
+
from ultralytics import YOLO
|
| 2 |
+
from roboflow import Roboflow
|
| 3 |
+
import logging
|
| 4 |
+
from pathlib import Path
|
| 5 |
+
import os
|
| 6 |
+
from dotenv import load_dotenv
|
| 7 |
+
|
| 8 |
+
class ModelTrainer:
|
| 9 |
+
def __init__(self, roboflow_api_key):
|
| 10 |
+
self.rf = Roboflow(api_key=roboflow_api_key)
|
| 11 |
+
self.setup_logging()
|
| 12 |
+
|
| 13 |
+
def setup_logging(self):
|
| 14 |
+
logging.basicConfig(
|
| 15 |
+
level=logging.INFO,
|
| 16 |
+
format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
|
| 17 |
+
)
|
| 18 |
+
self.logger = logging.getLogger(__name__)
|
| 19 |
+
|
| 20 |
+
def download_dataset(self, project_name, project_version, workspace):
|
| 21 |
+
self.logger.info(f"Downloading dataset: {project_name} v{project_version}")
|
| 22 |
+
project = self.rf.workspace(workspace).project(project_name)
|
| 23 |
+
dataset = project.version(project_version).download("yolov8", "data\\raw")
|
| 24 |
+
print(dataset.location)
|
| 25 |
+
return dataset.location
|
| 26 |
+
|
| 27 |
+
def train(
|
| 28 |
+
self,
|
| 29 |
+
data_yaml,
|
| 30 |
+
model_type = "yolov8n.pt",
|
| 31 |
+
epochs = 30,
|
| 32 |
+
imgsz = 640,
|
| 33 |
+
batch_size = 16,
|
| 34 |
+
device = "0"
|
| 35 |
+
):
|
| 36 |
+
self.logger.info("Starting training process")
|
| 37 |
+
|
| 38 |
+
model = YOLO(model_type)
|
| 39 |
+
|
| 40 |
+
results = model.train(
|
| 41 |
+
data = data_yaml,
|
| 42 |
+
epochs = epochs,
|
| 43 |
+
imgsz = imgsz,
|
| 44 |
+
batch = batch_size,
|
| 45 |
+
device = device,
|
| 46 |
+
project = "runs/train",
|
| 47 |
+
name = "face_detection"
|
| 48 |
+
)
|
| 49 |
+
|
| 50 |
+
self.logger.info("Training Complete")
|
| 51 |
+
return results
|
| 52 |
+
|
| 53 |
+
def main():
|
| 54 |
+
load_dotenv()
|
| 55 |
+
trainer = ModelTrainer(os.getenv("ROBOFLOW_API_KEY"))
|
| 56 |
+
|
| 57 |
+
data_path = trainer.download_dataset(
|
| 58 |
+
workspace="large-benchmark-datasets",
|
| 59 |
+
project_name="wider-face-ndtcz",
|
| 60 |
+
project_version=1
|
| 61 |
+
)
|
| 62 |
+
|
| 63 |
+
trainer.train(
|
| 64 |
+
data_yaml=f"{data_path}\\data.yaml",
|
| 65 |
+
epochs=20,
|
| 66 |
+
batch_size=16,
|
| 67 |
+
device="0"
|
| 68 |
+
)
|
| 69 |
+
|
| 70 |
+
if __name__ == "__main__":
|
| 71 |
main()
|
src/ui.py
CHANGED
|
@@ -1,248 +1,248 @@
|
|
| 1 |
-
from dataclasses import dataclass
|
| 2 |
-
from typing import Optional
|
| 3 |
-
from pathlib import Path
|
| 4 |
-
import tempfile
|
| 5 |
-
import gradio as gr
|
| 6 |
-
|
| 7 |
-
from models.face_detector import YOLOFaceDetector
|
| 8 |
-
from masking.text import TextCensor
|
| 9 |
-
from masking.emoji import EmojiCensor
|
| 10 |
-
from masking.blur import BlurCensor
|
| 11 |
-
from processors.processor import MediaProcessor
|
| 12 |
-
|
| 13 |
-
@dataclass
|
| 14 |
-
class CensorSettings:
|
| 15 |
-
type: Optional[str] = None
|
| 16 |
-
# Blur settings
|
| 17 |
-
blur_factor: Optional[int] = None
|
| 18 |
-
# Emoji settings
|
| 19 |
-
emoji: Optional[str] = None
|
| 20 |
-
emoji_scale: Optional[float] = None
|
| 21 |
-
# Text settings
|
| 22 |
-
text: Optional[str] = None
|
| 23 |
-
text_scale: Optional[float] = None
|
| 24 |
-
draw_background: Optional[bool] = None
|
| 25 |
-
background_color: Optional[str] = None
|
| 26 |
-
text_color: Optional[str] = None
|
| 27 |
-
font: Optional[str] = None
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
class FaceCensorUI:
|
| 31 |
-
CENSOR_TYPES = ["Blur", "Text", "Emoji"]
|
| 32 |
-
FONTS = ["arial.ttf", "times.ttf"]
|
| 33 |
-
DEFAULT_SETTINGS = {
|
| 34 |
-
"blur_factor": 99,
|
| 35 |
-
"emoji": "😁",
|
| 36 |
-
"emoji_scale": 1.0,
|
| 37 |
-
"text": "Hello",
|
| 38 |
-
"text_scale": 0.2,
|
| 39 |
-
"draw_background": True,
|
| 40 |
-
"background_color": "#000000",
|
| 41 |
-
"text_color": "#00FF00",
|
| 42 |
-
"font": "arial.ttf"
|
| 43 |
-
}
|
| 44 |
-
|
| 45 |
-
def __init__(self):
|
| 46 |
-
self.detector = YOLOFaceDetector()
|
| 47 |
-
|
| 48 |
-
def create_censor(self, settings):
|
| 49 |
-
# Map censor name to censor object
|
| 50 |
-
censor_map = {
|
| 51 |
-
"Blur": lambda: BlurCensor(blur_factor=settings.blur_factor),
|
| 52 |
-
"Emoji": lambda: EmojiCensor(
|
| 53 |
-
emoji=settings.emoji,
|
| 54 |
-
scale_factor=settings.emoji_scale,
|
| 55 |
-
font="seguiemj.ttf"
|
| 56 |
-
),
|
| 57 |
-
"Text": lambda: TextCensor(
|
| 58 |
-
text=settings.text,
|
| 59 |
-
scale_factor=settings.text_scale,
|
| 60 |
-
draw_background=settings.draw_background,
|
| 61 |
-
background_color=settings.background_color,
|
| 62 |
-
text_color=settings.text_color,
|
| 63 |
-
font=settings.font or "arial.ttf"
|
| 64 |
-
)
|
| 65 |
-
}
|
| 66 |
-
|
| 67 |
-
if settings.type not in censor_map:
|
| 68 |
-
raise ValueError(f"Unknown censor type: {settings.type}")
|
| 69 |
-
|
| 70 |
-
return censor_map[settings.type]()
|
| 71 |
-
|
| 72 |
-
def process_file(self, input_media, settings_dict):
|
| 73 |
-
try:
|
| 74 |
-
settings = CensorSettings(**settings_dict)
|
| 75 |
-
censor = self.create_censor(settings)
|
| 76 |
-
processor = MediaProcessor(self.detector, censor)
|
| 77 |
-
|
| 78 |
-
temp_dir = Path(tempfile.mkdtemp())
|
| 79 |
-
input_path = Path(input_media.name)
|
| 80 |
-
|
| 81 |
-
if input_path.suffix.lower() in ('.mp4', '.avi', '.mov'):
|
| 82 |
-
output_path = temp_dir / "output.mp4"
|
| 83 |
-
processor.process_video(str(input_path), str(output_path))
|
| 84 |
-
else:
|
| 85 |
-
output_path = temp_dir / "output.jpg"
|
| 86 |
-
processor.process_image(str(input_path), str(output_path))
|
| 87 |
-
|
| 88 |
-
return str(output_path)
|
| 89 |
-
|
| 90 |
-
except Exception as e:
|
| 91 |
-
return f"Error processing media: {str(e)}"
|
| 92 |
-
|
| 93 |
-
def create_ui(self):
|
| 94 |
-
with gr.Blocks(title="Face Censor") as ui:
|
| 95 |
-
gr.Markdown("# Censor Faces Automatically!")
|
| 96 |
-
|
| 97 |
-
with gr.Tab("File Processing"):
|
| 98 |
-
self._create_media_section()
|
| 99 |
-
self._create_settings_section()
|
| 100 |
-
|
| 101 |
-
with gr.Row():
|
| 102 |
-
gr.Markdown(
|
| 103 |
-
"""
|
| 104 |
-
## [View source code on GitHub](https://github.com/Spring-0/face-censor)
|
| 105 |
-
*⭐ the repo to show support*
|
| 106 |
-
"""
|
| 107 |
-
)
|
| 108 |
-
|
| 109 |
-
return ui
|
| 110 |
-
|
| 111 |
-
def _create_media_section(self):
|
| 112 |
-
with gr.Row():
|
| 113 |
-
self.input_media = gr.File(label="Upload Image/Video")
|
| 114 |
-
self.output_media = gr.File(label="Processed Output")
|
| 115 |
-
|
| 116 |
-
def _create_settings_section(self):
|
| 117 |
-
self.censor_type = gr.Dropdown(
|
| 118 |
-
choices=self.CENSOR_TYPES,
|
| 119 |
-
value=self.CENSOR_TYPES[0],
|
| 120 |
-
label="Censoring Method"
|
| 121 |
-
)
|
| 122 |
-
|
| 123 |
-
self.blur_settings = self._create_blur_settings()
|
| 124 |
-
self.emoji_settings = self._create_emoji_settings()
|
| 125 |
-
self.text_settings = self._create_text_settings()
|
| 126 |
-
|
| 127 |
-
self.process_btn = gr.Button("Process")
|
| 128 |
-
|
| 129 |
-
self.censor_type.change(
|
| 130 |
-
self._update_settings_visibility,
|
| 131 |
-
inputs=[self.censor_type],
|
| 132 |
-
outputs=[self.blur_settings, self.emoji_settings, self.text_settings]
|
| 133 |
-
)
|
| 134 |
-
|
| 135 |
-
self.process_btn.click(
|
| 136 |
-
self._handle_processing,
|
| 137 |
-
inputs=self._get_all_inputs(),
|
| 138 |
-
outputs=[self.output_media]
|
| 139 |
-
)
|
| 140 |
-
|
| 141 |
-
def _create_blur_settings(self):
|
| 142 |
-
with gr.Row(visible=True) as section:
|
| 143 |
-
self.blur_factor = gr.Slider(
|
| 144 |
-
minimum=1,
|
| 145 |
-
maximum=199,
|
| 146 |
-
value=self.DEFAULT_SETTINGS["blur_factor"],
|
| 147 |
-
step=2,
|
| 148 |
-
label="Blur Factor"
|
| 149 |
-
)
|
| 150 |
-
|
| 151 |
-
return section
|
| 152 |
-
|
| 153 |
-
def _create_emoji_settings(self):
|
| 154 |
-
with gr.Row(visible=False) as section:
|
| 155 |
-
self.emoji = gr.Textbox(
|
| 156 |
-
value=self.DEFAULT_SETTINGS["emoji"],
|
| 157 |
-
label="Emoji"
|
| 158 |
-
)
|
| 159 |
-
|
| 160 |
-
self.emoji_scale = gr.Slider(
|
| 161 |
-
minimum=0.1,
|
| 162 |
-
maximum=2.0,
|
| 163 |
-
value=self.DEFAULT_SETTINGS["emoji_scale"],
|
| 164 |
-
step=0.1,
|
| 165 |
-
label="Emoji Scale Factor"
|
| 166 |
-
)
|
| 167 |
-
|
| 168 |
-
return section
|
| 169 |
-
|
| 170 |
-
def _create_text_settings(self):
|
| 171 |
-
with gr.Column(visible=False) as section:
|
| 172 |
-
with gr.Row(equal_height=True):
|
| 173 |
-
self.text = gr.Textbox(
|
| 174 |
-
value=self.DEFAULT_SETTINGS["text"],
|
| 175 |
-
label="Text"
|
| 176 |
-
)
|
| 177 |
-
|
| 178 |
-
self.text_scale = gr.Slider(
|
| 179 |
-
minimum=0.1,
|
| 180 |
-
maximum=2.0,
|
| 181 |
-
value=self.DEFAULT_SETTINGS["text_scale"],
|
| 182 |
-
step=0.1,
|
| 183 |
-
label="Text Scale Factor"
|
| 184 |
-
)
|
| 185 |
-
|
| 186 |
-
with gr.Row(equal_height=True):
|
| 187 |
-
self.draw_background = gr.Checkbox(
|
| 188 |
-
value=self.DEFAULT_SETTINGS["draw_background"],
|
| 189 |
-
label="Draw Background",
|
| 190 |
-
)
|
| 191 |
-
|
| 192 |
-
self.background_color = gr.ColorPicker(
|
| 193 |
-
value=self.DEFAULT_SETTINGS["background_color"],
|
| 194 |
-
label="Background Color"
|
| 195 |
-
)
|
| 196 |
-
|
| 197 |
-
with gr.Row(equal_height=True):
|
| 198 |
-
self.text_color = gr.ColorPicker(
|
| 199 |
-
value=self.DEFAULT_SETTINGS["text_color"],
|
| 200 |
-
label="Text Color"
|
| 201 |
-
)
|
| 202 |
-
|
| 203 |
-
self.font = gr.Dropdown(
|
| 204 |
-
choices=self.FONTS,
|
| 205 |
-
value=self.DEFAULT_SETTINGS["font"],
|
| 206 |
-
label="Font"
|
| 207 |
-
)
|
| 208 |
-
|
| 209 |
-
return section
|
| 210 |
-
|
| 211 |
-
def _update_settings_visibility(self, censor_choice):
|
| 212 |
-
return [
|
| 213 |
-
gr.Row(visible=censor_choice=="Blur"),
|
| 214 |
-
gr.Row(visible=censor_choice=="Emoji"),
|
| 215 |
-
gr.Row(visible=censor_choice=="Text")
|
| 216 |
-
]
|
| 217 |
-
|
| 218 |
-
def _get_all_inputs(self):
|
| 219 |
-
return [
|
| 220 |
-
self.input_media,
|
| 221 |
-
self.censor_type,
|
| 222 |
-
self.blur_factor,
|
| 223 |
-
self.emoji,
|
| 224 |
-
self.emoji_scale,
|
| 225 |
-
self.text,
|
| 226 |
-
self.text_scale,
|
| 227 |
-
self.draw_background,
|
| 228 |
-
self.background_color,
|
| 229 |
-
self.text_color,
|
| 230 |
-
self.font
|
| 231 |
-
]
|
| 232 |
-
|
| 233 |
-
def _handle_processing(self, *args):
|
| 234 |
-
input_media = args[0]
|
| 235 |
-
settings_dict = {
|
| 236 |
-
"type": args[1],
|
| 237 |
-
"blur_factor": args[2],
|
| 238 |
-
"emoji": args[3],
|
| 239 |
-
"emoji_scale": args[4],
|
| 240 |
-
"text": args[5],
|
| 241 |
-
"text_scale": args[6],
|
| 242 |
-
"draw_background": args[7],
|
| 243 |
-
"background_color": args[8],
|
| 244 |
-
"text_color": args[9],
|
| 245 |
-
"font": args[10]
|
| 246 |
-
}
|
| 247 |
-
|
| 248 |
-
return self.process_file(input_media, settings_dict)
|
|
|
|
| 1 |
+
from dataclasses import dataclass
|
| 2 |
+
from typing import Optional
|
| 3 |
+
from pathlib import Path
|
| 4 |
+
import tempfile
|
| 5 |
+
import gradio as gr
|
| 6 |
+
|
| 7 |
+
from models.face_detector import YOLOFaceDetector
|
| 8 |
+
from masking.text import TextCensor
|
| 9 |
+
from masking.emoji import EmojiCensor
|
| 10 |
+
from masking.blur import BlurCensor
|
| 11 |
+
from processors.processor import MediaProcessor
|
| 12 |
+
|
| 13 |
+
@dataclass
|
| 14 |
+
class CensorSettings:
|
| 15 |
+
type: Optional[str] = None
|
| 16 |
+
# Blur settings
|
| 17 |
+
blur_factor: Optional[int] = None
|
| 18 |
+
# Emoji settings
|
| 19 |
+
emoji: Optional[str] = None
|
| 20 |
+
emoji_scale: Optional[float] = None
|
| 21 |
+
# Text settings
|
| 22 |
+
text: Optional[str] = None
|
| 23 |
+
text_scale: Optional[float] = None
|
| 24 |
+
draw_background: Optional[bool] = None
|
| 25 |
+
background_color: Optional[str] = None
|
| 26 |
+
text_color: Optional[str] = None
|
| 27 |
+
font: Optional[str] = None
|
| 28 |
+
|
| 29 |
+
|
| 30 |
+
class FaceCensorUI:
|
| 31 |
+
CENSOR_TYPES = ["Blur", "Text", "Emoji"]
|
| 32 |
+
FONTS = ["arial.ttf", "times.ttf"]
|
| 33 |
+
DEFAULT_SETTINGS = {
|
| 34 |
+
"blur_factor": 99,
|
| 35 |
+
"emoji": "😁",
|
| 36 |
+
"emoji_scale": 1.0,
|
| 37 |
+
"text": "Hello",
|
| 38 |
+
"text_scale": 0.2,
|
| 39 |
+
"draw_background": True,
|
| 40 |
+
"background_color": "#000000",
|
| 41 |
+
"text_color": "#00FF00",
|
| 42 |
+
"font": "arial.ttf"
|
| 43 |
+
}
|
| 44 |
+
|
| 45 |
+
def __init__(self):
|
| 46 |
+
self.detector = YOLOFaceDetector()
|
| 47 |
+
|
| 48 |
+
def create_censor(self, settings):
|
| 49 |
+
# Map censor name to censor object
|
| 50 |
+
censor_map = {
|
| 51 |
+
"Blur": lambda: BlurCensor(blur_factor=settings.blur_factor),
|
| 52 |
+
"Emoji": lambda: EmojiCensor(
|
| 53 |
+
emoji=settings.emoji,
|
| 54 |
+
scale_factor=settings.emoji_scale,
|
| 55 |
+
font="seguiemj.ttf"
|
| 56 |
+
),
|
| 57 |
+
"Text": lambda: TextCensor(
|
| 58 |
+
text=settings.text,
|
| 59 |
+
scale_factor=settings.text_scale,
|
| 60 |
+
draw_background=settings.draw_background,
|
| 61 |
+
background_color=settings.background_color,
|
| 62 |
+
text_color=settings.text_color,
|
| 63 |
+
font=settings.font or "arial.ttf"
|
| 64 |
+
)
|
| 65 |
+
}
|
| 66 |
+
|
| 67 |
+
if settings.type not in censor_map:
|
| 68 |
+
raise ValueError(f"Unknown censor type: {settings.type}")
|
| 69 |
+
|
| 70 |
+
return censor_map[settings.type]()
|
| 71 |
+
|
| 72 |
+
def process_file(self, input_media, settings_dict):
|
| 73 |
+
try:
|
| 74 |
+
settings = CensorSettings(**settings_dict)
|
| 75 |
+
censor = self.create_censor(settings)
|
| 76 |
+
processor = MediaProcessor(self.detector, censor)
|
| 77 |
+
|
| 78 |
+
temp_dir = Path(tempfile.mkdtemp())
|
| 79 |
+
input_path = Path(input_media.name)
|
| 80 |
+
|
| 81 |
+
if input_path.suffix.lower() in ('.mp4', '.avi', '.mov'):
|
| 82 |
+
output_path = temp_dir / "output.mp4"
|
| 83 |
+
processor.process_video(str(input_path), str(output_path))
|
| 84 |
+
else:
|
| 85 |
+
output_path = temp_dir / "output.jpg"
|
| 86 |
+
processor.process_image(str(input_path), str(output_path))
|
| 87 |
+
|
| 88 |
+
return str(output_path)
|
| 89 |
+
|
| 90 |
+
except Exception as e:
|
| 91 |
+
return f"Error processing media: {str(e)}"
|
| 92 |
+
|
| 93 |
+
def create_ui(self):
|
| 94 |
+
with gr.Blocks(title="Face Censor") as ui:
|
| 95 |
+
gr.Markdown("# Censor Faces Automatically!")
|
| 96 |
+
|
| 97 |
+
with gr.Tab("File Processing"):
|
| 98 |
+
self._create_media_section()
|
| 99 |
+
self._create_settings_section()
|
| 100 |
+
|
| 101 |
+
with gr.Row():
|
| 102 |
+
gr.Markdown(
|
| 103 |
+
"""
|
| 104 |
+
## [View source code on GitHub](https://github.com/Spring-0/face-censor)
|
| 105 |
+
*⭐ the repo to show support*
|
| 106 |
+
"""
|
| 107 |
+
)
|
| 108 |
+
|
| 109 |
+
return ui
|
| 110 |
+
|
| 111 |
+
def _create_media_section(self):
|
| 112 |
+
with gr.Row():
|
| 113 |
+
self.input_media = gr.File(label="Upload Image/Video")
|
| 114 |
+
self.output_media = gr.File(label="Processed Output")
|
| 115 |
+
|
| 116 |
+
def _create_settings_section(self):
|
| 117 |
+
self.censor_type = gr.Dropdown(
|
| 118 |
+
choices=self.CENSOR_TYPES,
|
| 119 |
+
value=self.CENSOR_TYPES[0],
|
| 120 |
+
label="Censoring Method"
|
| 121 |
+
)
|
| 122 |
+
|
| 123 |
+
self.blur_settings = self._create_blur_settings()
|
| 124 |
+
self.emoji_settings = self._create_emoji_settings()
|
| 125 |
+
self.text_settings = self._create_text_settings()
|
| 126 |
+
|
| 127 |
+
self.process_btn = gr.Button("Process")
|
| 128 |
+
|
| 129 |
+
self.censor_type.change(
|
| 130 |
+
self._update_settings_visibility,
|
| 131 |
+
inputs=[self.censor_type],
|
| 132 |
+
outputs=[self.blur_settings, self.emoji_settings, self.text_settings]
|
| 133 |
+
)
|
| 134 |
+
|
| 135 |
+
self.process_btn.click(
|
| 136 |
+
self._handle_processing,
|
| 137 |
+
inputs=self._get_all_inputs(),
|
| 138 |
+
outputs=[self.output_media]
|
| 139 |
+
)
|
| 140 |
+
|
| 141 |
+
def _create_blur_settings(self):
|
| 142 |
+
with gr.Row(visible=True) as section:
|
| 143 |
+
self.blur_factor = gr.Slider(
|
| 144 |
+
minimum=1,
|
| 145 |
+
maximum=199,
|
| 146 |
+
value=self.DEFAULT_SETTINGS["blur_factor"],
|
| 147 |
+
step=2,
|
| 148 |
+
label="Blur Factor"
|
| 149 |
+
)
|
| 150 |
+
|
| 151 |
+
return section
|
| 152 |
+
|
| 153 |
+
def _create_emoji_settings(self):
|
| 154 |
+
with gr.Row(visible=False) as section:
|
| 155 |
+
self.emoji = gr.Textbox(
|
| 156 |
+
value=self.DEFAULT_SETTINGS["emoji"],
|
| 157 |
+
label="Emoji"
|
| 158 |
+
)
|
| 159 |
+
|
| 160 |
+
self.emoji_scale = gr.Slider(
|
| 161 |
+
minimum=0.1,
|
| 162 |
+
maximum=2.0,
|
| 163 |
+
value=self.DEFAULT_SETTINGS["emoji_scale"],
|
| 164 |
+
step=0.1,
|
| 165 |
+
label="Emoji Scale Factor"
|
| 166 |
+
)
|
| 167 |
+
|
| 168 |
+
return section
|
| 169 |
+
|
| 170 |
+
def _create_text_settings(self):
|
| 171 |
+
with gr.Column(visible=False) as section:
|
| 172 |
+
with gr.Row(equal_height=True):
|
| 173 |
+
self.text = gr.Textbox(
|
| 174 |
+
value=self.DEFAULT_SETTINGS["text"],
|
| 175 |
+
label="Text"
|
| 176 |
+
)
|
| 177 |
+
|
| 178 |
+
self.text_scale = gr.Slider(
|
| 179 |
+
minimum=0.1,
|
| 180 |
+
maximum=2.0,
|
| 181 |
+
value=self.DEFAULT_SETTINGS["text_scale"],
|
| 182 |
+
step=0.1,
|
| 183 |
+
label="Text Scale Factor"
|
| 184 |
+
)
|
| 185 |
+
|
| 186 |
+
with gr.Row(equal_height=True):
|
| 187 |
+
self.draw_background = gr.Checkbox(
|
| 188 |
+
value=self.DEFAULT_SETTINGS["draw_background"],
|
| 189 |
+
label="Draw Background",
|
| 190 |
+
)
|
| 191 |
+
|
| 192 |
+
self.background_color = gr.ColorPicker(
|
| 193 |
+
value=self.DEFAULT_SETTINGS["background_color"],
|
| 194 |
+
label="Background Color"
|
| 195 |
+
)
|
| 196 |
+
|
| 197 |
+
with gr.Row(equal_height=True):
|
| 198 |
+
self.text_color = gr.ColorPicker(
|
| 199 |
+
value=self.DEFAULT_SETTINGS["text_color"],
|
| 200 |
+
label="Text Color"
|
| 201 |
+
)
|
| 202 |
+
|
| 203 |
+
self.font = gr.Dropdown(
|
| 204 |
+
choices=self.FONTS,
|
| 205 |
+
value=self.DEFAULT_SETTINGS["font"],
|
| 206 |
+
label="Font"
|
| 207 |
+
)
|
| 208 |
+
|
| 209 |
+
return section
|
| 210 |
+
|
| 211 |
+
def _update_settings_visibility(self, censor_choice):
|
| 212 |
+
return [
|
| 213 |
+
gr.Row(visible=censor_choice=="Blur"),
|
| 214 |
+
gr.Row(visible=censor_choice=="Emoji"),
|
| 215 |
+
gr.Row(visible=censor_choice=="Text")
|
| 216 |
+
]
|
| 217 |
+
|
| 218 |
+
def _get_all_inputs(self):
|
| 219 |
+
return [
|
| 220 |
+
self.input_media,
|
| 221 |
+
self.censor_type,
|
| 222 |
+
self.blur_factor,
|
| 223 |
+
self.emoji,
|
| 224 |
+
self.emoji_scale,
|
| 225 |
+
self.text,
|
| 226 |
+
self.text_scale,
|
| 227 |
+
self.draw_background,
|
| 228 |
+
self.background_color,
|
| 229 |
+
self.text_color,
|
| 230 |
+
self.font
|
| 231 |
+
]
|
| 232 |
+
|
| 233 |
+
def _handle_processing(self, *args):
|
| 234 |
+
input_media = args[0]
|
| 235 |
+
settings_dict = {
|
| 236 |
+
"type": args[1],
|
| 237 |
+
"blur_factor": args[2],
|
| 238 |
+
"emoji": args[3],
|
| 239 |
+
"emoji_scale": args[4],
|
| 240 |
+
"text": args[5],
|
| 241 |
+
"text_scale": args[6],
|
| 242 |
+
"draw_background": args[7],
|
| 243 |
+
"background_color": args[8],
|
| 244 |
+
"text_color": args[9],
|
| 245 |
+
"font": args[10]
|
| 246 |
+
}
|
| 247 |
+
|
| 248 |
+
return self.process_file(input_media, settings_dict)
|