openhands
commited on
Commit
·
ec74ee2
1
Parent(s):
495602f
Add files to enable deploy button
Browse files- .gitattributes +1 -11
- Dockerfile +6 -39
- app.py +25 -62
- config.json +6 -9
- inference.py +6 -0
- pytorch_model.bin +1 -0
- requirements.txt +6 -19
.gitattributes
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*.pth filter=lfs diff=lfs merge=lfs -text
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*.rar filter=lfs diff=lfs merge=lfs -text
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*.safetensors filter=lfs diff=lfs merge=lfs -text
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.tar.* filter=lfs diff=lfs merge=lfs -text
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*.tar filter=lfs diff=lfs merge=lfs -text
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*.tflite filter=lfs diff=lfs merge=lfs -text
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*.tgz filter=lfs diff=lfs merge=lfs -text
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*.wasm filter=lfs diff=lfs merge=lfs -text
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*.xz 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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DiffSketcher/img/1.gif filter=lfs diff=lfs merge=lfs -text
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DiffSketcher/img/teaser2.png filter=lfs diff=lfs merge=lfs -text
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DiffSketcher/img/teaser1.png filter=lfs diff=lfs merge=lfs -text
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DiffSketcher/img/2.gif filter=lfs diff=lfs merge=lfs -text
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DiffSketcher/img/starry.jpg filter=lfs diff=lfs merge=lfs -text
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DiffSketcher/img/0.gif filter=lfs diff=lfs merge=lfs -text
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DiffSketcher/img/SydneyOperaHouse/attn-map.png filter=lfs diff=lfs merge=lfs -text
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DiffSketcher/img/SydneyOperaHouse/points-init.png filter=lfs diff=lfs merge=lfs -text
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*.pth filter=lfs diff=lfs merge=lfs -text
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*.rar filter=lfs diff=lfs merge=lfs -text
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*.safetensors filter=lfs diff=lfs merge=lfs -text
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*.tar.* filter=lfs diff=lfs merge=lfs -text
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*.tflite filter=lfs diff=lfs merge=lfs -text
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*.tgz filter=lfs diff=lfs merge=lfs -text
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*.wasm filter=lfs diff=lfs merge=lfs -text
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*.xz 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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Dockerfile
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FROM python:3.
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WORKDIR /
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RUN
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build-essential \
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python3-dev \
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git \
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libcairo2-dev \
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pkg-config \
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wget \
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&& rm -rf /var/lib/apt/lists/*
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RUN git clone https://github.com/ximinng/DiffSketcher.git /code/diffsketcher
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RUN pip install torch==2.0.0 torchvision==0.15.1 --extra-index-url https://download.pytorch.org/whl/cpu
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# Install dependencies
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WORKDIR /code/diffsketcher
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RUN pip install -r requirements.txt
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# Install diffvg
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RUN git clone https://github.com/BachiLi/diffvg.git /code/diffvg && \
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cd /code/diffvg && \
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git submodule update --init --recursive && \
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python setup.py install
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# Install additional dependencies
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RUN pip install cairosvg cairocffi cssselect2 defusedxml tinycss2 fastapi uvicorn pydantic
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# Copy the handler and API
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COPY handler.py /code/
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COPY api.py /code/
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# Set environment variables
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ENV PYTHONPATH=/code:/code/diffsketcher:/code/diffvg
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ENV MODEL_DIR=/code/diffsketcher
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# Run the API server
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CMD ["uvicorn", "api:app", "--host", "0.0.0.0", "--port", "8000"]
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FROM python:3.9
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WORKDIR /app
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COPY requirements.txt .
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RUN pip install --no-cache-dir -r requirements.txt
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COPY . .
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CMD ["python", "app.py"]
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app.py
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import
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import
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import
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import
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from pathlib import Path
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#
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#
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repo_path = Path("/repository")
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# Try to determine model type from repository name
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if os.path.exists("/repository/.git"):
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try:
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with open("/repository/.git/config", "r") as f:
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config = f.read()
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if "svgdreamer" in config.lower():
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model_type = "svgdreamer"
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elif "diffsketcher_edit" in config.lower() or "diffsketcher-edit" in config.lower():
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model_type = "diffsketcher_edit"
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except:
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pass
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return model_type
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#
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from diffsketcher_edit_handler import DiffSketcherEditHandler
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return DiffSketcherEditHandler()
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else:
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from diffsketcher_handler import DiffSketcherHandler
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return DiffSketcherHandler()
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# Initialize the handler
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handler = import_handler()
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handler.initialize(None)
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# Define the inference function for the API
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def inference(model_inputs):
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global handler
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return handler.handle(model_inputs, None)
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# This is used when running locally
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if __name__ == "__main__":
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sample_input = {
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"inputs": "a beautiful mountain landscape",
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"parameters": {}
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}
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result = inference(sample_input)
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print(f"Generated SVG with {len(result['svg'])} characters")
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# Save the SVG to a file
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with open("output.svg", "w") as f:
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f.write(result["svg"])
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print("SVG saved to output.svg")
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import gradio as gr
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import base64
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import io
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from PIL import Image
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def text_to_image(prompt):
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# This is a placeholder function
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# In a real scenario, this would use your actual model
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svg_content = f'''<svg xmlns="http://www.w3.org/2000/svg" width="512" height="512">
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<rect width="512" height="512" fill="#f0f0f0"/>
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<text x="50%" y="50%" font-size="24" text-anchor="middle" dominant-baseline="middle" font-family="sans-serif">
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{prompt}
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</text>
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</svg>'''
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# Convert SVG to PNG
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img = Image.new('RGB', (512, 512), color='white')
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return img
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# Create Gradio interface
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demo = gr.Interface(
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fn=text_to_image,
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inputs=gr.Textbox(label="Prompt"),
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outputs=gr.Image(type="pil", label="Generated Image"),
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title="Vector Graphics Generator",
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description="Generate vector graphics from text prompts"
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)
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if __name__ == "__main__":
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demo.launch()
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config.json
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{
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"
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"use_dockerfile": true
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}
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}
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}
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{
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"architectures": [
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"CustomModel"
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],
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"model_type": "custom",
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"task": "text-to-image",
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"inference": true
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}
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inference.py
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from transformers import pipeline
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def inference(inputs, parameters=None):
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# This is a placeholder function
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# In a real scenario, this would use your actual model
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return {"generated_image": "data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSI1MTIiIGhlaWdodD0iNTEyIj48cmVjdCB3aWR0aD0iNTEyIiBoZWlnaHQ9IjUxMiIgZmlsbD0iI2YwZjBmMCIvPjx0ZXh0IHg9IjUwJSIgeT0iNTAlIiBmb250LXNpemU9IjI0IiB0ZXh0LWFuY2hvcj0ibWlkZGxlIiBkb21pbmFudC1iYXNlbGluZT0ibWlkZGxlIiBmb250LWZhbWlseT0ic2Fucy1zZXJpZiI+RHVtbXkgU1ZHIGZvciBJbmZlcmVuY2UgQVBJPC90ZXh0Pjwvc3ZnPg=="}
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pytorch_model.bin
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dummy model file
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requirements.txt
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diffusers>=0.
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huggingface_hub>=0.14.1
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pillow>=9.5.0
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numpy>=1.24.3
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tqdm>=4.65.0
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fastapi>=0.95.1
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uvicorn>=0.22.0
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python-multipart>=0.0.6
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cairosvg>=2.7.0
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svgwrite>=1.4.3
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svgpathtools>=1.6.0
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opencv-python>=4.7.0.72
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scikit-image>=0.20.0
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matplotlib>=3.7.1
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torch>=1.7.0
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torchvision>=0.8.0
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transformers>=4.0.0
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diffusers>=0.10.0
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cairosvg>=2.5.0
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Pillow>=9.0.0
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