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Browse files- .gitignore +10 -0
- LICENSE +201 -0
- README.md +85 -10
- build_docker.sh +31 -0
- main.py +5 -0
- publish.sh +10 -0
- requirements-dev.txt +2 -0
- requirements.txt +15 -0
- setup.py +46 -0
.gitignore
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examples/
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build
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dist/
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lama_cleaner.egg-info/
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venv/
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LICENSE
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README.md
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<h1 align="center">Lama Cleaner</h1>
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<p align="center">A free and open-source inpainting tool powered by SOTA AI model.</p>
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<p align="center">
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<a href="https://github.com/Sanster/lama-cleaner">
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<img alt="total download" src="https://pepy.tech/badge/lama-cleaner" />
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</a>
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<a href="https://pypi.org/project/lama-cleaner/">
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<img alt="version" src="https://img.shields.io/pypi/v/lama-cleaner" />
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</a>
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<a href="https://colab.research.google.com/drive/1e3ZkAJxvkK3uzaTGu91N9TvI_Mahs0Wb?usp=sharing">
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<img alt="Open in Colab" src="https://colab.research.google.com/assets/colab-badge.svg" />
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</a>
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<a href="https://huggingface.co/spaces/Sanster/Lama-Cleaner-lama">
|
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<img alt="Hugging Face Spaces" src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue" />
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</a>
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<a href="">
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<img alt="python version" src="https://img.shields.io/pypi/pyversions/lama-cleaner" />
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</a>
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+
<a href="https://hub.docker.com/r/cwq1913/lama-cleaner">
|
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+
<img alt="version" src="https://img.shields.io/docker/pulls/cwq1913/lama-cleaner" />
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</a>
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</p>
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+
|
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+
https://user-images.githubusercontent.com/3998421/196976498-ba1ad3ab-fa18-4c55-965f-5c6683141375.mp4
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## Sponsor
|
30 |
+
|
31 |
+
<table>
|
32 |
+
<tr>
|
33 |
+
<td >
|
34 |
+
<img src="./assets/GitHub_Copilot_logo.svg" style="background: white;padding: 8px;"/>
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35 |
+
</td>
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+
<td >
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+
<a href="https://ko-fi.com/Z8Z1CZJGY/tiers" target="_blank" >
|
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+
❤️ Your logo
|
39 |
+
</a>
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40 |
+
</td>
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</tr>
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</table>
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+
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+
## Features
|
45 |
+
|
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+
- Completely free and open-source, fully self-hosted, support CPU & GPU & M1/2
|
47 |
+
- [Windows 1-Click Installer](https://lama-cleaner-docs.vercel.app/install/windows_1click_installer)
|
48 |
+
- Multiple SOTA AI [models](https://lama-cleaner-docs.vercel.app/models)
|
49 |
+
- Erase model: LaMa/LDM/ZITS/MAT/FcF/Manga
|
50 |
+
- Erase and Replace model: Stable Diffusion/Paint by Example
|
51 |
+
- [Plugins](https://lama-cleaner-docs.vercel.app/plugins) for post-processing:
|
52 |
+
- [RemoveBG](https://github.com/danielgatis/rembg): Remove images background
|
53 |
+
- [RealESRGAN](https://github.com/xinntao/Real-ESRGAN): Super Resolution
|
54 |
+
- [GFPGAN](https://github.com/TencentARC/GFPGAN): Face Restoration
|
55 |
+
- [RestoreFormer](https://github.com/wzhouxiff/RestoreFormer): Face Restoration
|
56 |
+
- [Segment Anything](https://lama-cleaner-docs.vercel.app/plugins#interactive-segmentation): Accurate and fast interactive object segmentation
|
57 |
+
- More features at [lama-cleaner-docs](https://lama-cleaner-docs.vercel.app/)
|
58 |
+
|
59 |
+
## Quick Start
|
60 |
+
|
61 |
+
Lama Cleaner make it easy to use SOTA AI model in just two commands:
|
62 |
+
|
63 |
+
```bash
|
64 |
+
# In order to use the GPU, install cuda version of pytorch first.
|
65 |
+
# pip install torch==1.13.1+cu117 torchvision==0.14.1 --extra-index-url https://download.pytorch.org/whl/cu117
|
66 |
+
pip install lama-cleaner
|
67 |
+
lama-cleaner --model=lama --device=cpu --port=8080
|
68 |
+
```
|
69 |
+
|
70 |
+
That's it, Lama Cleaner is now running at http://localhost:8080
|
71 |
+
|
72 |
+
See all command line arguments at [lama-cleaner-docs](https://lama-cleaner-docs.vercel.app/install/pip)
|
73 |
+
|
74 |
+
## Development
|
75 |
+
|
76 |
+
Only needed if you plan to modify the frontend and recompile yourself.
|
77 |
+
|
78 |
+
### Frontend
|
79 |
+
|
80 |
+
Frontend code are modified from [cleanup.pictures](https://github.com/initml/cleanup.pictures), You can experience their
|
81 |
+
great online services [here](https://cleanup.pictures/).
|
82 |
+
|
83 |
+
- Install dependencies:`cd lama_cleaner/app/ && pnpm install`
|
84 |
+
- Start development server: `pnpm start`
|
85 |
+
- Build: `pnpm build`
|
build_docker.sh
ADDED
@@ -0,0 +1,31 @@
|
|
|
|
|
|
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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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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
#!/usr/bin/env bash
|
2 |
+
set -e
|
3 |
+
|
4 |
+
GIT_TAG=$1
|
5 |
+
IMAGE_DESC="Image inpainting tool powered by SOTA AI Model"
|
6 |
+
GIT_REPO="https://github.com/Sanster/lama-cleaner"
|
7 |
+
|
8 |
+
echo "Building cpu docker image..."
|
9 |
+
|
10 |
+
docker buildx build \
|
11 |
+
--file ./docker/CPUDockerfile \
|
12 |
+
--label org.opencontainers.image.title=lama-cleaner \
|
13 |
+
--label org.opencontainers.image.description="$IMAGE_DESC" \
|
14 |
+
--label org.opencontainers.image.url=$GIT_REPO \
|
15 |
+
--label org.opencontainers.image.source=$GIT_REPO \
|
16 |
+
--label org.opencontainers.image.version=$GIT_TAG \
|
17 |
+
--build-arg version=$GIT_TAG \
|
18 |
+
--tag cwq1913/lama-cleaner:cpu-$GIT_TAG .
|
19 |
+
|
20 |
+
|
21 |
+
echo "Building NVIDIA GPU docker image..."
|
22 |
+
|
23 |
+
docker buildx build \
|
24 |
+
--file ./docker/GPUDockerfile \
|
25 |
+
--label org.opencontainers.image.title=lama-cleaner \
|
26 |
+
--label org.opencontainers.image.description="$IMAGE_DESC" \
|
27 |
+
--label org.opencontainers.image.url=$GIT_REPO \
|
28 |
+
--label org.opencontainers.image.source=$GIT_REPO \
|
29 |
+
--label org.opencontainers.image.version=$GIT_TAG \
|
30 |
+
--build-arg version=$GIT_TAG \
|
31 |
+
--tag cwq1913/lama-cleaner:gpu-$GIT_TAG .
|
main.py
ADDED
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from lama_cleaner import entry_point
|
2 |
+
import os
|
3 |
+
if __name__ == "__main__":
|
4 |
+
print("helllo"+os.path.dirname(os.path.abspath(__file__)))
|
5 |
+
entry_point()
|
publish.sh
ADDED
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
#!/usr/bin/env bash
|
2 |
+
set -e
|
3 |
+
|
4 |
+
pushd ./lama_cleaner/app
|
5 |
+
yarn run build
|
6 |
+
popd
|
7 |
+
|
8 |
+
rm -r -f dist
|
9 |
+
python3 setup.py sdist bdist_wheel
|
10 |
+
twine upload dist/*
|
requirements-dev.txt
ADDED
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
1 |
+
wheel
|
2 |
+
twine
|
requirements.txt
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
torch>=1.9.0
|
2 |
+
opencv-python
|
3 |
+
flask==2.2.3
|
4 |
+
flask_cors
|
5 |
+
flaskwebgui==0.3.5
|
6 |
+
pydantic
|
7 |
+
rich
|
8 |
+
loguru
|
9 |
+
yacs
|
10 |
+
diffusers[torch]==0.14.0
|
11 |
+
transformers==4.27.4
|
12 |
+
gradio
|
13 |
+
piexif==1.1.3
|
14 |
+
safetensors
|
15 |
+
omegaconf
|
setup.py
ADDED
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import setuptools
|
2 |
+
from pathlib import Path
|
3 |
+
|
4 |
+
web_files = Path("lama_cleaner/app/build/").glob("**/*")
|
5 |
+
web_files = [str(it).replace("lama_cleaner/", "") for it in web_files]
|
6 |
+
|
7 |
+
with open("README.md", "r", encoding="utf-8") as fh:
|
8 |
+
long_description = fh.read()
|
9 |
+
|
10 |
+
|
11 |
+
def load_requirements():
|
12 |
+
requirements_file_name = "requirements.txt"
|
13 |
+
requires = []
|
14 |
+
with open(requirements_file_name) as f:
|
15 |
+
for line in f:
|
16 |
+
if line:
|
17 |
+
requires.append(line.strip())
|
18 |
+
return requires
|
19 |
+
|
20 |
+
|
21 |
+
# https://setuptools.readthedocs.io/en/latest/setuptools.html#including-data-files
|
22 |
+
setuptools.setup(
|
23 |
+
name="lama-cleaner",
|
24 |
+
version="1.1.2",
|
25 |
+
author="PanicByte",
|
26 |
+
author_email="cwq1913@gmail.com",
|
27 |
+
description="Image inpainting tool powered by SOTA AI Model",
|
28 |
+
long_description=long_description,
|
29 |
+
long_description_content_type="text/markdown",
|
30 |
+
url="https://github.com/Sanster/lama-cleaner",
|
31 |
+
packages=setuptools.find_packages("./"),
|
32 |
+
package_data={"lama_cleaner": web_files},
|
33 |
+
install_requires=load_requirements(),
|
34 |
+
python_requires=">=3.7",
|
35 |
+
entry_points={"console_scripts": ["lama-cleaner=lama_cleaner:entry_point"]},
|
36 |
+
classifiers=[
|
37 |
+
"License :: OSI Approved :: Apache Software License",
|
38 |
+
"Operating System :: OS Independent",
|
39 |
+
"Programming Language :: Python :: 3",
|
40 |
+
"Programming Language :: Python :: 3.7",
|
41 |
+
"Programming Language :: Python :: 3.8",
|
42 |
+
"Programming Language :: Python :: 3.9",
|
43 |
+
"Programming Language :: Python :: 3.10",
|
44 |
+
"Topic :: Scientific/Engineering :: Artificial Intelligence",
|
45 |
+
],
|
46 |
+
)
|