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- .flake8 +3 -0
- .gitattributes +5 -0
- .github/FUNDING.yml +2 -0
- .github/ISSUE_TEMPLATE/bug.md +47 -0
- .github/ISSUE_TEMPLATE/installation.md +8 -0
- .github/examples/snapshot.mp4 +3 -0
- .github/examples/source.jpg +0 -0
- .github/examples/target.mp4 +0 -0
- .github/preview/output.gif +3 -0
- .github/preview/target.gif +3 -0
- .github/workflows/ci.yml +41 -0
- .gitignore +4 -0
- CONTRIBUTING.md +25 -0
- LICENSE +674 -0
- app.py +55 -0
- gfpgan/weights/detection_Resnet50_Final.pth +3 -0
- gfpgan/weights/parsing_parsenet.pth +3 -0
- models/GFPGANv1.4.pth +3 -0
- models/inswapper_128.onnx +3 -0
- mypy.ini +7 -0
- output_files/output.jpg +0 -0
- requirements-headless.txt +13 -0
- requirements.txt +21 -0
- roop/__init__.py +0 -0
- roop/__pycache__/__init__.cpython-310.pyc +0 -0
- roop/__pycache__/capturer.cpython-310.pyc +0 -0
- roop/__pycache__/core.cpython-310.pyc +0 -0
- roop/__pycache__/face_analyser.cpython-310.pyc +0 -0
- roop/__pycache__/face_reference.cpython-310.pyc +0 -0
- roop/__pycache__/globals.cpython-310.pyc +0 -0
- roop/__pycache__/metadata.cpython-310.pyc +0 -0
- roop/__pycache__/predictor.cpython-310.pyc +0 -0
- roop/__pycache__/typing.cpython-310.pyc +0 -0
- roop/__pycache__/ui.cpython-310.pyc +0 -0
- roop/__pycache__/utilities.cpython-310.pyc +0 -0
- roop/capturer.py +22 -0
- roop/core.py +220 -0
- roop/face_analyser.py +54 -0
- roop/face_reference.py +21 -0
- roop/globals.py +22 -0
- roop/metadata.py +2 -0
- roop/predictor.py +43 -0
- roop/processors/__init__.py +0 -0
- roop/processors/__pycache__/__init__.cpython-310.pyc +0 -0
- roop/processors/frame/__init__.py +0 -0
- roop/processors/frame/__pycache__/__init__.cpython-310.pyc +0 -0
- roop/processors/frame/__pycache__/core.cpython-310.pyc +0 -0
- roop/processors/frame/__pycache__/face_enhancer.cpython-310.pyc +0 -0
- roop/processors/frame/__pycache__/face_swapper.cpython-310.pyc +0 -0
- roop/processors/frame/core.py +91 -0
.flake8
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[flake8]
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select = E3, E4, F
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per-file-ignores = roop/core.py:E402,F401
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.gitattributes
CHANGED
@@ -33,3 +33,8 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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.github/examples/snapshot.mp4 filter=lfs diff=lfs merge=lfs -text
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.github/preview/output.gif filter=lfs diff=lfs merge=lfs -text
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.github/preview/target.gif filter=lfs diff=lfs merge=lfs -text
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uploads/1685074910001_vtqikl_2_0.jpg filter=lfs diff=lfs merge=lfs -text
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uploads/20230518_174347_0000.png filter=lfs diff=lfs merge=lfs -text
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.github/FUNDING.yml
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github: [s0md3v, henryruhs]
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custom: [https://paypal.me/s0md3v, https://paypal.me/henryruhs]
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.github/ISSUE_TEMPLATE/bug.md
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---
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name: Bug
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about: Report a bug
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labels: 'bug'
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+
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+
---
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+
## Description
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+
A concise description of the bug and how to reproduce it.
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## Error
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Paste the error or exception from your console:
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```
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```
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## Details
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What operating system are you using?
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- [ ] Windows
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- [ ] MacOS (Apple Silicon)
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- [ ] MacOS (Apple Legacy)
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- [ ] Linux
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- [ ] Linux in WSL
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What execution provider are you using?
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- [ ] CPU
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- [ ] CUDA
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+
- [ ] CoreML
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- [ ] DirectML
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- [ ] OpenVINO
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- [ ] Other
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What version of Roop are you using?
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- [ ] 1.0.0
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- [ ] 1.1.0
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- [ ] 1.2.0
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- [ ] 1.3.0
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- [ ] 1.3.1
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- [ ] 1.3.2
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- [ ] next
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.github/ISSUE_TEMPLATE/installation.md
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---
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name: Installation
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about: Platform and installation issues
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labels: 'installation'
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---
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Please **DO NOT OPEN** platform and installation issues!
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.github/examples/snapshot.mp4
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version https://git-lfs.github.com/spec/v1
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oid sha256:6021bee403a32b33b9d0b12916fcc40fee520681910a3faaef4b1f7e66ee386e
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size 2435482
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.github/examples/source.jpg
ADDED
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.github/examples/target.mp4
ADDED
Binary file (377 kB). View file
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.github/preview/output.gif
ADDED
![]() |
Git LFS Details
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.github/preview/target.gif
ADDED
![]() |
Git LFS Details
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.github/workflows/ci.yml
ADDED
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name: ci
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on: [ push, pull_request ]
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jobs:
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lint:
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runs-on: ubuntu-latest
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steps:
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- name: Checkout
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uses: actions/checkout@v2
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- name: Set up Python 3.9
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uses: actions/setup-python@v2
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with:
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python-version: 3.9
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- run: pip install flake8
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- run: pip install mypy
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- run: flake8 run.py roop
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- run: mypy run.py roop
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test:
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strategy:
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matrix:
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os: [macos-latest, ubuntu-latest, windows-latest]
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runs-on: ${{ matrix.os }}
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steps:
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- name: Checkout
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uses: actions/checkout@v2
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+
- name: Set up ffmpeg
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uses: FedericoCarboni/setup-ffmpeg@v2
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- name: Set up Python 3.9
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uses: actions/setup-python@v2
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with:
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python-version: 3.9
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- run: pip install -r requirements-headless.txt
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- run: python run.py -s .github/examples/source.jpg -t .github/examples/target.mp4 -o .github/examples/output.mp4
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if: matrix.os != 'windows-latest'
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- run: python run.py -s .github\examples\source.jpg -t .github\examples\target.mp4 -o .github\examples\output.mp4
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if: matrix.os == 'windows-latest'
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- run: ffmpeg -i .github/examples/snapshot.mp4 -i .github/examples/output.mp4 -filter_complex psnr -f null -
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if: matrix.os != 'windows-latest'
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- run: ffmpeg -i .github\examples\snapshot.mp4 -i .github\examples\output.mp4 -filter_complex psnr -f null -
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if: matrix.os == 'windows-latest'
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.gitignore
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.idea
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models
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temp
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__pycache__
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CONTRIBUTING.md
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## Pull Requests
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Before submitting a pull request, please ensure to align with us as we need to establish both technical and business requirements.
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### Do
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- ...consider to fix bugs over adding features
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- ...one pull request for one feature or improvement
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- ...consult us about implementation details
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- ...proper testing before you submit your code
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- ...resolve failed CI pipelines
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### Don't
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- ...introduce fundamental changes in terms of software architecture
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- ...introduce OOP - we accept functional programming only
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- ...ignore given requirements or try to work around them
|
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- ...submit code to a development branch without consulting us
|
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- ...submit massive amount of code changes
|
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- ...submit a proof of concept
|
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- ...submit code that is using undocumented and private APIs
|
24 |
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- ...solve third party issues in our project
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- ...comment what your code does - use proper naming instead
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LICENSE
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|
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 |
+
|
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+
The GNU General Public License is a free, copyleft license for
|
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+
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,
|
15 |
+
the GNU General Public License is intended to guarantee your freedom to
|
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+
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
|
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+
any other work released this way by its authors. You can apply it to
|
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+
your programs, too.
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+
|
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+
When we speak of free software, we are referring to freedom, not
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price. Our General Public Licenses are designed to make sure that you
|
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have the freedom to distribute copies of free software (and charge for
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them if you wish), that you receive source code or can get it if you
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+
want it, that you can change the software or use pieces of it in new
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+
free programs, and that you know you can do these things.
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+
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+
To protect your rights, we need to prevent others from denying you
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+
these rights or asking you to surrender the rights. Therefore, you have
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+
certain responsibilities if you distribute copies of the software, or if
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+
you modify it: responsibilities to respect the freedom of others.
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For example, if you distribute copies of such a program, whether
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+
gratis or for a fee, you must pass on to the recipients the same
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freedoms that you received. You must make sure that they, too, receive
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or can get the source code. And you must show them these terms so they
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know their rights.
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Developers that use the GNU GPL protect your rights with two steps:
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Some devices are designed to deny users access to install or run
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stand ready to extend this provision to those domains in future versions
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Finally, every program is threatened constantly by software patents.
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States should not allow patents to restrict development and use of
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avoid the special danger that patents applied to a free program could
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The precise terms and conditions for copying, distribution and
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TERMS AND CONDITIONS
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0. Definitions.
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"This License" refers to version 3 of the GNU General Public License.
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"Copyright" also means copyright-like laws that apply to other kinds of
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A "covered work" means either the unmodified Program or a work based
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To "propagate" a work means to do anything with it that, without
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The "source code" for a work means the preferred form of the work
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standard defined by a recognized standards body, or, in the case of
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interfaces specified for a particular programming language, one that
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is widely used among developers working in that language.
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The "System Libraries" of an executable work include anything, other
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than the work as a whole, that (a) is included in the normal form of
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implementation is available to the public in source code form. A
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"Major Component", in this context, means a major essential component
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The "Corresponding Source" for a work in object code form means all
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the source code needed to generate, install, and (for an executable
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work) run the object code and to modify the work, including scripts to
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control those activities. However, it does not include the work's
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The Corresponding Source need not include anything that users
|
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The Corresponding Source for a work in source code form is that
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All rights granted under this License are granted for the term of
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permission to run the unmodified Program. The output from running a
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covered work is covered by this License only if the output, given its
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content, constitutes a covered work. This License acknowledges your
|
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rights of fair use or other equivalent, as provided by copyright law.
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You may make, run and propagate covered works that you do not
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convey, without conditions so long as your license otherwise remains
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+
in force. You may convey covered works to others for the sole purpose
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+
of having them make modifications exclusively for you, or provide you
|
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+
with facilities for running those works, provided that you comply with
|
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+
the terms of this License in conveying all material for which you do
|
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+
not control copyright. Those thus making or running the covered works
|
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+
for you must do so exclusively on your behalf, under your direction
|
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+
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|
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+
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+
Conveying under any other circumstances is permitted solely under
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+
the conditions stated below. Sublicensing is not allowed; section 10
|
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+
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+
|
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+
3. Protecting Users' Legal Rights From Anti-Circumvention Law.
|
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+
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+
No covered work shall be deemed part of an effective technological
|
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+
measure under any applicable law fulfilling obligations under article
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+
11 of the WIPO copyright treaty adopted on 20 December 1996, or
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When you convey a covered work, you waive any legal power to forbid
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modification of the work as a means of enforcing, against the work's
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+
technological measures.
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4. Conveying Verbatim Copies.
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You may convey verbatim copies of the Program's source code as you
|
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|
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You may charge any price or no price for each copy that you convey,
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You may convey a work based on the Program, or the modifications to
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produce it from the Program, in the form of source code under the
|
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+
terms of section 4, provided that you also meet all of these conditions:
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213 |
+
|
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a) The work must carry prominent notices stating that you modified
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+
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|
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released under this License and any conditions added under section
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+
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"keep intact all notices".
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|
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|
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|
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|
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|
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|
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|
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|
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You may convey a covered work in object code form under the terms
|
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|
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|
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|
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|
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|
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|
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medium customarily used for software interchange, for a price no
|
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|
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conveying of source, or (2) access to copy the
|
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Corresponding Source from a network server at no charge.
|
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|
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|
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|
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|
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|
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|
274 |
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|
275 |
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|
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|
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|
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|
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|
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|
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clear directions next to the object code saying where to find the
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Corresponding Source. Regardless of what server hosts the
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Corresponding Source, you remain obligated to ensure that it is
|
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available for as long as needed to satisfy these requirements.
|
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|
288 |
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|
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you inform other peers where the object code and Corresponding
|
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Source of the work are being offered to the general public at no
|
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charge under subsection 6d.
|
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|
293 |
+
A separable portion of the object code, whose source code is excluded
|
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from the Corresponding Source as a System Library, need not be
|
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included in conveying the object code work.
|
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|
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|
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|
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|
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|
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typical or common use of that class of product, regardless of the status
|
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|
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|
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|
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|
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|
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|
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|
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|
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modification has been made.
|
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|
318 |
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If you convey an object code work under this section in, or with, or
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specifically for use in, a User Product, and the conveying occurs as
|
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part of a transaction in which the right of possession and use of the
|
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User Product is transferred to the recipient in perpetuity or for a
|
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fixed term (regardless of how the transaction is characterized), the
|
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Corresponding Source conveyed under this section must be accompanied
|
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by the Installation Information. But this requirement does not apply
|
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|
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modified object code on the User Product (for example, the work has
|
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|
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|
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The requirement to provide Installation Information does not include a
|
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requirement to continue to provide support service, warranty, or updates
|
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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 |
+
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>.
|
app.py
ADDED
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from flask import Flask, render_template, request, redirect, url_for
|
2 |
+
import subprocess
|
3 |
+
import os
|
4 |
+
from werkzeug.utils import secure_filename
|
5 |
+
|
6 |
+
app = Flask(__name__)
|
7 |
+
|
8 |
+
# Configuration for file uploads
|
9 |
+
UPLOAD_FOLDER = 'uploads'
|
10 |
+
app.config['UPLOAD_FOLDER'] = UPLOAD_FOLDER
|
11 |
+
OUTPUT_FOLDER = 'output_files'
|
12 |
+
app.config['OUTPUT_FOLDER'] = OUTPUT_FOLDER
|
13 |
+
|
14 |
+
@app.route('/', methods=['GET', 'POST'])
|
15 |
+
def index():
|
16 |
+
if request.method == 'POST':
|
17 |
+
# Handle file uploads
|
18 |
+
source_file = request.files['source']
|
19 |
+
target_file = request.files['target']
|
20 |
+
frame_processor = request.form.getlist('frame_processor')
|
21 |
+
|
22 |
+
# Save uploaded files
|
23 |
+
source_path = os.path.join(app.config['UPLOAD_FOLDER'], secure_filename(source_file.filename))
|
24 |
+
target_path = os.path.join(app.config['UPLOAD_FOLDER'], secure_filename(target_file.filename))
|
25 |
+
source_file.save(source_path)
|
26 |
+
target_file.save(target_path)
|
27 |
+
|
28 |
+
# Determine output file name
|
29 |
+
output_filename = secure_filename('output.jpg') # Default output format is JPEG
|
30 |
+
|
31 |
+
# Build the command based on the provided options
|
32 |
+
command = ['python', 'run.py', '-s', source_path, '-t', target_path]
|
33 |
+
command.extend(['-o', os.path.join(app.config['OUTPUT_FOLDER'], output_filename)])
|
34 |
+
command.extend(['--frame-processor', *frame_processor])
|
35 |
+
|
36 |
+
# Execute the command
|
37 |
+
try:
|
38 |
+
subprocess.run(command, check=True)
|
39 |
+
return redirect(url_for('output', filename=output_filename))
|
40 |
+
except subprocess.CalledProcessError:
|
41 |
+
return render_template('error.html')
|
42 |
+
|
43 |
+
return render_template('index.html')
|
44 |
+
|
45 |
+
@app.route('/output/<filename>')
|
46 |
+
def output(filename):
|
47 |
+
return render_template('output.html', filename=filename)
|
48 |
+
@app.route('/output_image/<filename>')
|
49 |
+
def output_image(filename):
|
50 |
+
return app.send_static_file(os.path.join(app.config['OUTPUT_FOLDER'], filename))
|
51 |
+
|
52 |
+
if __name__ == '__main__':
|
53 |
+
os.makedirs(app.config['UPLOAD_FOLDER'], exist_ok=True)
|
54 |
+
os.makedirs(app.config['OUTPUT_FOLDER'], exist_ok=True)
|
55 |
+
app.run(debug=True)
|
gfpgan/weights/detection_Resnet50_Final.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6d1de9c2944f2ccddca5f5e010ea5ae64a39845a86311af6fdf30841b0a5a16d
|
3 |
+
size 109497761
|
gfpgan/weights/parsing_parsenet.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3d558d8d0e42c20224f13cf5a29c79eba2d59913419f945545d8cf7b72920de2
|
3 |
+
size 85331193
|
models/GFPGANv1.4.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e2cd4703ab14f4d01fd1383a8a8b266f9a5833dacee8e6a79d3bf21a1b6be5ad
|
3 |
+
size 348632874
|
models/inswapper_128.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e4a3f08c753cb72d04e10aa0f7dbe3deebbf39567d4ead6dce08e98aa49e16af
|
3 |
+
size 554253681
|
mypy.ini
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
[mypy]
|
2 |
+
check_untyped_defs = True
|
3 |
+
disallow_any_generics = True
|
4 |
+
disallow_untyped_calls = True
|
5 |
+
disallow_untyped_defs = True
|
6 |
+
ignore_missing_imports = True
|
7 |
+
strict_optional = False
|
output_files/output.jpg
ADDED
![]() |
requirements-headless.txt
ADDED
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
numpy==1.24.3
|
2 |
+
opencv-python==4.8.0.74
|
3 |
+
onnx==1.14.0
|
4 |
+
insightface==0.7.3
|
5 |
+
psutil==5.9.5
|
6 |
+
tk==0.1.0
|
7 |
+
customtkinter==5.2.0
|
8 |
+
tkinterdnd2==0.3.0
|
9 |
+
onnxruntime==1.15.0
|
10 |
+
tensorflow==2.13.0
|
11 |
+
opennsfw2==0.10.2
|
12 |
+
protobuf==4.23.4
|
13 |
+
tqdm==4.65.0
|
requirements.txt
ADDED
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
--extra-index-url https://download.pytorch.org/whl/cu118
|
2 |
+
|
3 |
+
numpy==1.24.3
|
4 |
+
opencv-python==4.8.0.74
|
5 |
+
onnx==1.14.0
|
6 |
+
insightface==0.7.3
|
7 |
+
psutil==5.9.5
|
8 |
+
tk==0.1.0
|
9 |
+
customtkinter==5.2.0
|
10 |
+
tkinterdnd2==0.3.0; sys_platform != 'darwin' and platform_machine != 'arm64'
|
11 |
+
tkinterdnd2-universal==1.7.3; sys_platform == 'darwin' and platform_machine == 'arm64'
|
12 |
+
pillow==10.0.0
|
13 |
+
onnxruntime==1.15.1; python_version != '3.9' and sys_platform == 'darwin' and platform_machine != 'arm64'
|
14 |
+
onnxruntime-coreml==1.13.1; python_version == '3.9' and sys_platform == 'darwin' and platform_machine != 'arm64'
|
15 |
+
onnxruntime-silicon==1.13.1; sys_platform == 'darwin' and platform_machine == 'arm64'
|
16 |
+
onnxruntime-gpu==1.15.1; sys_platform != 'darwin'
|
17 |
+
tensorflow==2.13.0
|
18 |
+
opennsfw2==0.10.2
|
19 |
+
protobuf==4.23.4
|
20 |
+
tqdm==4.65.0
|
21 |
+
gfpgan==1.3.8
|
roop/__init__.py
ADDED
File without changes
|
roop/__pycache__/__init__.cpython-310.pyc
ADDED
Binary file (123 Bytes). View file
|
|
roop/__pycache__/capturer.cpython-310.pyc
ADDED
Binary file (847 Bytes). View file
|
|
roop/__pycache__/core.cpython-310.pyc
ADDED
Binary file (8.76 kB). View file
|
|
roop/__pycache__/face_analyser.cpython-310.pyc
ADDED
Binary file (1.69 kB). View file
|
|
roop/__pycache__/face_reference.cpython-310.pyc
ADDED
Binary file (629 Bytes). View file
|
|
roop/__pycache__/globals.cpython-310.pyc
ADDED
Binary file (1.01 kB). View file
|
|
roop/__pycache__/metadata.cpython-310.pyc
ADDED
Binary file (158 Bytes). View file
|
|
roop/__pycache__/predictor.cpython-310.pyc
ADDED
Binary file (1.64 kB). View file
|
|
roop/__pycache__/typing.cpython-310.pyc
ADDED
Binary file (261 Bytes). View file
|
|
roop/__pycache__/ui.cpython-310.pyc
ADDED
Binary file (10.9 kB). View file
|
|
roop/__pycache__/utilities.cpython-310.pyc
ADDED
Binary file (5.99 kB). View file
|
|
roop/capturer.py
ADDED
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from typing import Optional
|
2 |
+
import cv2
|
3 |
+
|
4 |
+
from roop.typing import Frame
|
5 |
+
|
6 |
+
|
7 |
+
def get_video_frame(video_path: str, frame_number: int = 0) -> Optional[Frame]:
|
8 |
+
capture = cv2.VideoCapture(video_path)
|
9 |
+
frame_total = capture.get(cv2.CAP_PROP_FRAME_COUNT)
|
10 |
+
capture.set(cv2.CAP_PROP_POS_FRAMES, min(frame_total, frame_number - 1))
|
11 |
+
has_frame, frame = capture.read()
|
12 |
+
capture.release()
|
13 |
+
if has_frame:
|
14 |
+
return frame
|
15 |
+
return None
|
16 |
+
|
17 |
+
|
18 |
+
def get_video_frame_total(video_path: str) -> int:
|
19 |
+
capture = cv2.VideoCapture(video_path)
|
20 |
+
video_frame_total = int(capture.get(cv2.CAP_PROP_FRAME_COUNT))
|
21 |
+
capture.release()
|
22 |
+
return video_frame_total
|
roop/core.py
ADDED
@@ -0,0 +1,220 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
#!/usr/bin/env python3
|
2 |
+
|
3 |
+
import os
|
4 |
+
import sys
|
5 |
+
# single thread doubles cuda performance - needs to be set before torch import
|
6 |
+
if any(arg.startswith('--execution-provider') for arg in sys.argv):
|
7 |
+
os.environ['OMP_NUM_THREADS'] = '1'
|
8 |
+
# reduce tensorflow log level
|
9 |
+
os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'
|
10 |
+
import warnings
|
11 |
+
from typing import List
|
12 |
+
import platform
|
13 |
+
import signal
|
14 |
+
import shutil
|
15 |
+
import argparse
|
16 |
+
import onnxruntime
|
17 |
+
import tensorflow
|
18 |
+
import roop.globals
|
19 |
+
import roop.metadata
|
20 |
+
import roop.ui as ui
|
21 |
+
from roop.predictor import predict_image, predict_video
|
22 |
+
from roop.processors.frame.core import get_frame_processors_modules
|
23 |
+
from roop.utilities import has_image_extension, is_image, is_video, detect_fps, create_video, extract_frames, get_temp_frame_paths, restore_audio, create_temp, move_temp, clean_temp, normalize_output_path
|
24 |
+
|
25 |
+
warnings.filterwarnings('ignore', category=FutureWarning, module='insightface')
|
26 |
+
warnings.filterwarnings('ignore', category=UserWarning, module='torchvision')
|
27 |
+
|
28 |
+
|
29 |
+
def parse_args() -> None:
|
30 |
+
signal.signal(signal.SIGINT, lambda signal_number, frame: destroy())
|
31 |
+
program = argparse.ArgumentParser(formatter_class=lambda prog: argparse.HelpFormatter(prog, max_help_position=100))
|
32 |
+
program.add_argument('-s', '--source', help='select an source image', dest='source_path')
|
33 |
+
program.add_argument('-t', '--target', help='select an target image or video', dest='target_path')
|
34 |
+
program.add_argument('-o', '--output', help='select output file or directory', dest='output_path')
|
35 |
+
program.add_argument('--frame-processor', help='frame processors (choices: face_swapper, face_enhancer, ...)', dest='frame_processor', default=['face_swapper'], nargs='+')
|
36 |
+
program.add_argument('--keep-fps', help='keep target fps', dest='keep_fps', action='store_true')
|
37 |
+
program.add_argument('--keep-frames', help='keep temporary frames', dest='keep_frames', action='store_true')
|
38 |
+
program.add_argument('--skip-audio', help='skip target audio', dest='skip_audio', action='store_true')
|
39 |
+
program.add_argument('--many-faces', help='process every face', dest='many_faces', action='store_true')
|
40 |
+
program.add_argument('--reference-face-position', help='position of the reference face', dest='reference_face_position', type=int, default=0)
|
41 |
+
program.add_argument('--reference-frame-number', help='number of the reference frame', dest='reference_frame_number', type=int, default=0)
|
42 |
+
program.add_argument('--similar-face-distance', help='face distance used for recognition', dest='similar_face_distance', type=float, default=0.85)
|
43 |
+
program.add_argument('--temp-frame-format', help='image format used for frame extraction', dest='temp_frame_format', default='png', choices=['jpg', 'png'])
|
44 |
+
program.add_argument('--temp-frame-quality', help='image quality used for frame extraction', dest='temp_frame_quality', type=int, default=0, choices=range(101), metavar='[0-100]')
|
45 |
+
program.add_argument('--output-video-encoder', help='encoder used for the output video', dest='output_video_encoder', default='libx264', choices=['libx264', 'libx265', 'libvpx-vp9', 'h264_nvenc', 'hevc_nvenc'])
|
46 |
+
program.add_argument('--output-video-quality', help='quality used for the output video', dest='output_video_quality', type=int, default=35, choices=range(101), metavar='[0-100]')
|
47 |
+
program.add_argument('--max-memory', help='maximum amount of RAM in GB', dest='max_memory', type=int)
|
48 |
+
program.add_argument('--execution-provider', help='available execution provider (choices: cpu, ...)', dest='execution_provider', default=['cpu'], choices=suggest_execution_providers(), nargs='+')
|
49 |
+
program.add_argument('--execution-threads', help='number of execution threads', dest='execution_threads', type=int, default=suggest_execution_threads())
|
50 |
+
program.add_argument('-v', '--version', action='version', version=f'{roop.metadata.name} {roop.metadata.version}')
|
51 |
+
|
52 |
+
args = program.parse_args()
|
53 |
+
|
54 |
+
roop.globals.source_path = args.source_path
|
55 |
+
roop.globals.target_path = args.target_path
|
56 |
+
roop.globals.output_path = normalize_output_path(roop.globals.source_path, roop.globals.target_path, args.output_path)
|
57 |
+
roop.globals.headless = roop.globals.source_path is not None and roop.globals.target_path is not None and roop.globals.output_path is not None
|
58 |
+
roop.globals.frame_processors = args.frame_processor
|
59 |
+
roop.globals.keep_fps = args.keep_fps
|
60 |
+
roop.globals.keep_frames = args.keep_frames
|
61 |
+
roop.globals.skip_audio = args.skip_audio
|
62 |
+
roop.globals.many_faces = args.many_faces
|
63 |
+
roop.globals.reference_face_position = args.reference_face_position
|
64 |
+
roop.globals.reference_frame_number = args.reference_frame_number
|
65 |
+
roop.globals.similar_face_distance = args.similar_face_distance
|
66 |
+
roop.globals.temp_frame_format = args.temp_frame_format
|
67 |
+
roop.globals.temp_frame_quality = args.temp_frame_quality
|
68 |
+
roop.globals.output_video_encoder = args.output_video_encoder
|
69 |
+
roop.globals.output_video_quality = args.output_video_quality
|
70 |
+
roop.globals.max_memory = args.max_memory
|
71 |
+
roop.globals.execution_providers = decode_execution_providers(args.execution_provider)
|
72 |
+
roop.globals.execution_threads = args.execution_threads
|
73 |
+
|
74 |
+
|
75 |
+
def encode_execution_providers(execution_providers: List[str]) -> List[str]:
|
76 |
+
return [execution_provider.replace('ExecutionProvider', '').lower() for execution_provider in execution_providers]
|
77 |
+
|
78 |
+
|
79 |
+
def decode_execution_providers(execution_providers: List[str]) -> List[str]:
|
80 |
+
return [provider for provider, encoded_execution_provider in zip(onnxruntime.get_available_providers(), encode_execution_providers(onnxruntime.get_available_providers()))
|
81 |
+
if any(execution_provider in encoded_execution_provider for execution_provider in execution_providers)]
|
82 |
+
|
83 |
+
|
84 |
+
def suggest_execution_providers() -> List[str]:
|
85 |
+
return encode_execution_providers(onnxruntime.get_available_providers())
|
86 |
+
|
87 |
+
|
88 |
+
def suggest_execution_threads() -> int:
|
89 |
+
if 'CUDAExecutionProvider' in onnxruntime.get_available_providers():
|
90 |
+
return 8
|
91 |
+
return 1
|
92 |
+
|
93 |
+
|
94 |
+
def limit_resources() -> None:
|
95 |
+
# prevent tensorflow memory leak
|
96 |
+
gpus = tensorflow.config.experimental.list_physical_devices('GPU')
|
97 |
+
for gpu in gpus:
|
98 |
+
tensorflow.config.experimental.set_virtual_device_configuration(gpu, [
|
99 |
+
tensorflow.config.experimental.VirtualDeviceConfiguration(memory_limit=1024)
|
100 |
+
])
|
101 |
+
# limit memory usage
|
102 |
+
if roop.globals.max_memory:
|
103 |
+
memory = roop.globals.max_memory * 1024 ** 3
|
104 |
+
if platform.system().lower() == 'darwin':
|
105 |
+
memory = roop.globals.max_memory * 1024 ** 6
|
106 |
+
if platform.system().lower() == 'windows':
|
107 |
+
import ctypes
|
108 |
+
kernel32 = ctypes.windll.kernel32 # type: ignore[attr-defined]
|
109 |
+
kernel32.SetProcessWorkingSetSize(-1, ctypes.c_size_t(memory), ctypes.c_size_t(memory))
|
110 |
+
else:
|
111 |
+
import resource
|
112 |
+
resource.setrlimit(resource.RLIMIT_DATA, (memory, memory))
|
113 |
+
|
114 |
+
|
115 |
+
def pre_check() -> bool:
|
116 |
+
if sys.version_info < (3, 9):
|
117 |
+
update_status('Python version is not supported - please upgrade to 3.9 or higher.')
|
118 |
+
return False
|
119 |
+
if not shutil.which('ffmpeg'):
|
120 |
+
update_status('ffmpeg is not installed.')
|
121 |
+
return False
|
122 |
+
return True
|
123 |
+
|
124 |
+
|
125 |
+
def update_status(message: str, scope: str = 'ROOP.CORE') -> None:
|
126 |
+
print(f'[{scope}] {message}')
|
127 |
+
if not roop.globals.headless:
|
128 |
+
ui.update_status(message)
|
129 |
+
|
130 |
+
|
131 |
+
def start() -> None:
|
132 |
+
for frame_processor in get_frame_processors_modules(roop.globals.frame_processors):
|
133 |
+
if not frame_processor.pre_start():
|
134 |
+
return
|
135 |
+
# process image to image
|
136 |
+
if has_image_extension(roop.globals.target_path):
|
137 |
+
if predict_image(roop.globals.target_path):
|
138 |
+
destroy()
|
139 |
+
shutil.copy2(roop.globals.target_path, roop.globals.output_path)
|
140 |
+
# process frame
|
141 |
+
for frame_processor in get_frame_processors_modules(roop.globals.frame_processors):
|
142 |
+
update_status('Progressing...', frame_processor.NAME)
|
143 |
+
frame_processor.process_image(roop.globals.source_path, roop.globals.output_path, roop.globals.output_path)
|
144 |
+
frame_processor.post_process()
|
145 |
+
# validate image
|
146 |
+
if is_image(roop.globals.target_path):
|
147 |
+
update_status('Processing to image succeed!')
|
148 |
+
else:
|
149 |
+
update_status('Processing to image failed!')
|
150 |
+
return
|
151 |
+
# process image to videos
|
152 |
+
if predict_video(roop.globals.target_path):
|
153 |
+
destroy()
|
154 |
+
update_status('Creating temporary resources...')
|
155 |
+
create_temp(roop.globals.target_path)
|
156 |
+
# extract frames
|
157 |
+
if roop.globals.keep_fps:
|
158 |
+
fps = detect_fps(roop.globals.target_path)
|
159 |
+
update_status(f'Extracting frames with {fps} FPS...')
|
160 |
+
extract_frames(roop.globals.target_path, fps)
|
161 |
+
else:
|
162 |
+
update_status('Extracting frames with 30 FPS...')
|
163 |
+
extract_frames(roop.globals.target_path)
|
164 |
+
# process frame
|
165 |
+
temp_frame_paths = get_temp_frame_paths(roop.globals.target_path)
|
166 |
+
if temp_frame_paths:
|
167 |
+
for frame_processor in get_frame_processors_modules(roop.globals.frame_processors):
|
168 |
+
update_status('Progressing...', frame_processor.NAME)
|
169 |
+
frame_processor.process_video(roop.globals.source_path, temp_frame_paths)
|
170 |
+
frame_processor.post_process()
|
171 |
+
else:
|
172 |
+
update_status('Frames not found...')
|
173 |
+
return
|
174 |
+
# create video
|
175 |
+
if roop.globals.keep_fps:
|
176 |
+
fps = detect_fps(roop.globals.target_path)
|
177 |
+
update_status(f'Creating video with {fps} FPS...')
|
178 |
+
create_video(roop.globals.target_path, fps)
|
179 |
+
else:
|
180 |
+
update_status('Creating video with 30 FPS...')
|
181 |
+
create_video(roop.globals.target_path)
|
182 |
+
# handle audio
|
183 |
+
if roop.globals.skip_audio:
|
184 |
+
move_temp(roop.globals.target_path, roop.globals.output_path)
|
185 |
+
update_status('Skipping audio...')
|
186 |
+
else:
|
187 |
+
if roop.globals.keep_fps:
|
188 |
+
update_status('Restoring audio...')
|
189 |
+
else:
|
190 |
+
update_status('Restoring audio might cause issues as fps are not kept...')
|
191 |
+
restore_audio(roop.globals.target_path, roop.globals.output_path)
|
192 |
+
# clean temp
|
193 |
+
update_status('Cleaning temporary resources...')
|
194 |
+
clean_temp(roop.globals.target_path)
|
195 |
+
# validate video
|
196 |
+
if is_video(roop.globals.target_path):
|
197 |
+
update_status('Processing to video succeed!')
|
198 |
+
else:
|
199 |
+
update_status('Processing to video failed!')
|
200 |
+
|
201 |
+
|
202 |
+
def destroy() -> None:
|
203 |
+
if roop.globals.target_path:
|
204 |
+
clean_temp(roop.globals.target_path)
|
205 |
+
sys.exit()
|
206 |
+
|
207 |
+
|
208 |
+
def run() -> None:
|
209 |
+
parse_args()
|
210 |
+
if not pre_check():
|
211 |
+
return
|
212 |
+
for frame_processor in get_frame_processors_modules(roop.globals.frame_processors):
|
213 |
+
if not frame_processor.pre_check():
|
214 |
+
return
|
215 |
+
limit_resources()
|
216 |
+
if roop.globals.headless:
|
217 |
+
start()
|
218 |
+
else:
|
219 |
+
window = ui.init(start, destroy)
|
220 |
+
window.mainloop()
|
roop/face_analyser.py
ADDED
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import threading
|
2 |
+
from typing import Any, Optional, List
|
3 |
+
import insightface
|
4 |
+
import numpy
|
5 |
+
|
6 |
+
import roop.globals
|
7 |
+
from roop.typing import Frame, Face
|
8 |
+
|
9 |
+
FACE_ANALYSER = None
|
10 |
+
THREAD_LOCK = threading.Lock()
|
11 |
+
|
12 |
+
|
13 |
+
def get_face_analyser() -> Any:
|
14 |
+
global FACE_ANALYSER
|
15 |
+
|
16 |
+
with THREAD_LOCK:
|
17 |
+
if FACE_ANALYSER is None:
|
18 |
+
FACE_ANALYSER = insightface.app.FaceAnalysis(name='buffalo_l', providers=roop.globals.execution_providers)
|
19 |
+
FACE_ANALYSER.prepare(ctx_id=0)
|
20 |
+
return FACE_ANALYSER
|
21 |
+
|
22 |
+
|
23 |
+
def clear_face_analyser() -> Any:
|
24 |
+
global FACE_ANALYSER
|
25 |
+
|
26 |
+
FACE_ANALYSER = None
|
27 |
+
|
28 |
+
|
29 |
+
def get_one_face(frame: Frame, position: int = 0) -> Optional[Face]:
|
30 |
+
many_faces = get_many_faces(frame)
|
31 |
+
if many_faces:
|
32 |
+
try:
|
33 |
+
return many_faces[position]
|
34 |
+
except IndexError:
|
35 |
+
return many_faces[-1]
|
36 |
+
return None
|
37 |
+
|
38 |
+
|
39 |
+
def get_many_faces(frame: Frame) -> Optional[List[Face]]:
|
40 |
+
try:
|
41 |
+
return get_face_analyser().get(frame)
|
42 |
+
except ValueError:
|
43 |
+
return None
|
44 |
+
|
45 |
+
|
46 |
+
def find_similar_face(frame: Frame, reference_face: Face) -> Optional[Face]:
|
47 |
+
many_faces = get_many_faces(frame)
|
48 |
+
if many_faces:
|
49 |
+
for face in many_faces:
|
50 |
+
if hasattr(face, 'normed_embedding') and hasattr(reference_face, 'normed_embedding'):
|
51 |
+
distance = numpy.sum(numpy.square(face.normed_embedding - reference_face.normed_embedding))
|
52 |
+
if distance < roop.globals.similar_face_distance:
|
53 |
+
return face
|
54 |
+
return None
|
roop/face_reference.py
ADDED
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from typing import Optional
|
2 |
+
|
3 |
+
from roop.typing import Face
|
4 |
+
|
5 |
+
FACE_REFERENCE = None
|
6 |
+
|
7 |
+
|
8 |
+
def get_face_reference() -> Optional[Face]:
|
9 |
+
return FACE_REFERENCE
|
10 |
+
|
11 |
+
|
12 |
+
def set_face_reference(face: Face) -> None:
|
13 |
+
global FACE_REFERENCE
|
14 |
+
|
15 |
+
FACE_REFERENCE = face
|
16 |
+
|
17 |
+
|
18 |
+
def clear_face_reference() -> None:
|
19 |
+
global FACE_REFERENCE
|
20 |
+
|
21 |
+
FACE_REFERENCE = None
|
roop/globals.py
ADDED
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from typing import List, Optional
|
2 |
+
|
3 |
+
source_path: Optional[str] = None
|
4 |
+
target_path: Optional[str] = None
|
5 |
+
output_path: Optional[str] = None
|
6 |
+
headless: Optional[bool] = None
|
7 |
+
frame_processors: List[str] = []
|
8 |
+
keep_fps: Optional[bool] = None
|
9 |
+
keep_frames: Optional[bool] = None
|
10 |
+
skip_audio: Optional[bool] = None
|
11 |
+
many_faces: Optional[bool] = None
|
12 |
+
reference_face_position: Optional[int] = None
|
13 |
+
reference_frame_number: Optional[int] = None
|
14 |
+
similar_face_distance: Optional[float] = None
|
15 |
+
temp_frame_format: Optional[str] = None
|
16 |
+
temp_frame_quality: Optional[int] = None
|
17 |
+
output_video_encoder: Optional[str] = None
|
18 |
+
output_video_quality: Optional[int] = None
|
19 |
+
max_memory: Optional[int] = None
|
20 |
+
execution_providers: List[str] = []
|
21 |
+
execution_threads: Optional[int] = None
|
22 |
+
log_level: str = 'error'
|
roop/metadata.py
ADDED
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
1 |
+
name = 'roop'
|
2 |
+
version = '1.3.2'
|
roop/predictor.py
ADDED
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import threading
|
2 |
+
import numpy
|
3 |
+
import opennsfw2
|
4 |
+
from PIL import Image
|
5 |
+
from keras import Model
|
6 |
+
|
7 |
+
from roop.typing import Frame
|
8 |
+
|
9 |
+
PREDICTOR = None
|
10 |
+
THREAD_LOCK = threading.Lock()
|
11 |
+
MAX_PROBABILITY = 0.85
|
12 |
+
|
13 |
+
|
14 |
+
def get_predictor() -> Model:
|
15 |
+
global PREDICTOR
|
16 |
+
|
17 |
+
with THREAD_LOCK:
|
18 |
+
if PREDICTOR is None:
|
19 |
+
PREDICTOR = opennsfw2.make_open_nsfw_model()
|
20 |
+
return PREDICTOR
|
21 |
+
|
22 |
+
|
23 |
+
def clear_predictor() -> None:
|
24 |
+
global PREDICTOR
|
25 |
+
|
26 |
+
PREDICTOR = None
|
27 |
+
|
28 |
+
|
29 |
+
def predict_frame(target_frame: Frame) -> bool:
|
30 |
+
image = Image.fromarray(target_frame)
|
31 |
+
image = opennsfw2.preprocess_image(image, opennsfw2.Preprocessing.YAHOO)
|
32 |
+
views = numpy.expand_dims(image, axis=0)
|
33 |
+
_, probability = get_predictor().predict(views)[0]
|
34 |
+
return probability > MAX_PROBABILITY
|
35 |
+
|
36 |
+
|
37 |
+
def predict_image(target_path: str) -> bool:
|
38 |
+
return opennsfw2.predict_image(target_path) > MAX_PROBABILITY
|
39 |
+
|
40 |
+
|
41 |
+
def predict_video(target_path: str) -> bool:
|
42 |
+
_, probabilities = opennsfw2.predict_video_frames(video_path=target_path, frame_interval=100)
|
43 |
+
return any(probability > MAX_PROBABILITY for probability in probabilities)
|
roop/processors/__init__.py
ADDED
File without changes
|
roop/processors/__pycache__/__init__.cpython-310.pyc
ADDED
Binary file (134 Bytes). View file
|
|
roop/processors/frame/__init__.py
ADDED
File without changes
|
roop/processors/frame/__pycache__/__init__.cpython-310.pyc
ADDED
Binary file (140 Bytes). View file
|
|
roop/processors/frame/__pycache__/core.cpython-310.pyc
ADDED
Binary file (3.41 kB). View file
|
|
roop/processors/frame/__pycache__/face_enhancer.cpython-310.pyc
ADDED
Binary file (3.57 kB). View file
|
|
roop/processors/frame/__pycache__/face_swapper.cpython-310.pyc
ADDED
Binary file (3.71 kB). View file
|
|
roop/processors/frame/core.py
ADDED
@@ -0,0 +1,91 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import os
|
2 |
+
import sys
|
3 |
+
import importlib
|
4 |
+
import psutil
|
5 |
+
from concurrent.futures import ThreadPoolExecutor, as_completed
|
6 |
+
from queue import Queue
|
7 |
+
from types import ModuleType
|
8 |
+
from typing import Any, List, Callable
|
9 |
+
from tqdm import tqdm
|
10 |
+
|
11 |
+
import roop
|
12 |
+
|
13 |
+
FRAME_PROCESSORS_MODULES: List[ModuleType] = []
|
14 |
+
FRAME_PROCESSORS_INTERFACE = [
|
15 |
+
'pre_check',
|
16 |
+
'pre_start',
|
17 |
+
'process_frame',
|
18 |
+
'process_frames',
|
19 |
+
'process_image',
|
20 |
+
'process_video',
|
21 |
+
'post_process'
|
22 |
+
]
|
23 |
+
|
24 |
+
|
25 |
+
def load_frame_processor_module(frame_processor: str) -> Any:
|
26 |
+
try:
|
27 |
+
frame_processor_module = importlib.import_module(f'roop.processors.frame.{frame_processor}')
|
28 |
+
for method_name in FRAME_PROCESSORS_INTERFACE:
|
29 |
+
if not hasattr(frame_processor_module, method_name):
|
30 |
+
raise NotImplementedError
|
31 |
+
except ModuleNotFoundError:
|
32 |
+
sys.exit(f'Frame processor {frame_processor} not found.')
|
33 |
+
except NotImplementedError:
|
34 |
+
sys.exit(f'Frame processor {frame_processor} not implemented correctly.')
|
35 |
+
return frame_processor_module
|
36 |
+
|
37 |
+
|
38 |
+
def get_frame_processors_modules(frame_processors: List[str]) -> List[ModuleType]:
|
39 |
+
global FRAME_PROCESSORS_MODULES
|
40 |
+
|
41 |
+
if not FRAME_PROCESSORS_MODULES:
|
42 |
+
for frame_processor in frame_processors:
|
43 |
+
frame_processor_module = load_frame_processor_module(frame_processor)
|
44 |
+
FRAME_PROCESSORS_MODULES.append(frame_processor_module)
|
45 |
+
return FRAME_PROCESSORS_MODULES
|
46 |
+
|
47 |
+
|
48 |
+
def multi_process_frame(source_path: str, temp_frame_paths: List[str], process_frames: Callable[[str, List[str], Any], None], update: Callable[[], None]) -> None:
|
49 |
+
with ThreadPoolExecutor(max_workers=roop.globals.execution_threads) as executor:
|
50 |
+
futures = []
|
51 |
+
queue = create_queue(temp_frame_paths)
|
52 |
+
queue_per_future = max(len(temp_frame_paths) // roop.globals.execution_threads, 1)
|
53 |
+
while not queue.empty():
|
54 |
+
future = executor.submit(process_frames, source_path, pick_queue(queue, queue_per_future), update)
|
55 |
+
futures.append(future)
|
56 |
+
for future in as_completed(futures):
|
57 |
+
future.result()
|
58 |
+
|
59 |
+
|
60 |
+
def create_queue(temp_frame_paths: List[str]) -> Queue[str]:
|
61 |
+
queue: Queue[str] = Queue()
|
62 |
+
for frame_path in temp_frame_paths:
|
63 |
+
queue.put(frame_path)
|
64 |
+
return queue
|
65 |
+
|
66 |
+
|
67 |
+
def pick_queue(queue: Queue[str], queue_per_future: int) -> List[str]:
|
68 |
+
queues = []
|
69 |
+
for _ in range(queue_per_future):
|
70 |
+
if not queue.empty():
|
71 |
+
queues.append(queue.get())
|
72 |
+
return queues
|
73 |
+
|
74 |
+
|
75 |
+
def process_video(source_path: str, frame_paths: list[str], process_frames: Callable[[str, List[str], Any], None]) -> None:
|
76 |
+
progress_bar_format = '{l_bar}{bar}| {n_fmt}/{total_fmt} [{elapsed}<{remaining}, {rate_fmt}{postfix}]'
|
77 |
+
total = len(frame_paths)
|
78 |
+
with tqdm(total=total, desc='Processing', unit='frame', dynamic_ncols=True, bar_format=progress_bar_format) as progress:
|
79 |
+
multi_process_frame(source_path, frame_paths, process_frames, lambda: update_progress(progress))
|
80 |
+
|
81 |
+
|
82 |
+
def update_progress(progress: Any = None) -> None:
|
83 |
+
process = psutil.Process(os.getpid())
|
84 |
+
memory_usage = process.memory_info().rss / 1024 / 1024 / 1024
|
85 |
+
progress.set_postfix({
|
86 |
+
'memory_usage': '{:.2f}'.format(memory_usage).zfill(5) + 'GB',
|
87 |
+
'execution_providers': roop.globals.execution_providers,
|
88 |
+
'execution_threads': roop.globals.execution_threads
|
89 |
+
})
|
90 |
+
progress.refresh()
|
91 |
+
progress.update(1)
|