Create Dockerfile

Dockerfile

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+# Use an official Python runtime as a parent image
+FROM python:3.8
+
+# Set the working directory to /content
+WORKDIR /content
+
+# Clone the repository
+RUN git clone -b dev https://github.com/camenduru/DiffBIR
+
+# Change the working directory to /content/DiffBIR
+WORKDIR /content/DiffBIR
+
+# Install Python dependencies
+RUN pip install -q einops pytorch_lightning gradio omegaconf xformers==0.0.20 transformers lpips
+
+# Install open_clip from GitHub
+RUN pip install -q git+https://github.com/mlfoundations/[email protected]
+
+# Install aria2
+RUN apt-get update && apt-get install -y aria2
+
+# Download checkpoint files using aria2
+RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lxq007/DiffBIR/resolve/main/general_full_v1.ckpt -d /content/models -o general_full_v1.ckpt
+RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lxq007/DiffBIR/resolve/main/general_swinir_v1.ckpt -d /content/models -o general_swinir_v1.ckpt
+
+# Run the Python script inside the Docker container
+CMD ["python", "gradio_diffbir.py", "--ckpt", "/content/models/general_full_v1.ckpt", "--config", "/content/DiffBIR/configs/model/cldm.yaml", "--reload_swinir", "--swinir_ckpt", "/content/models/general_swinir_v1.ckpt"]