Update Dockerfile
Browse files- Dockerfile +4 -23
Dockerfile
CHANGED
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@@ -1,10 +1,9 @@
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# ===============================
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# BackgroundFX Pro — Final Dockerfile
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# CUDA 12.1.1 + PyTorch 2.5.1 +
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# ===============================
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ARG PYTHON_VERSION=3.10
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FROM nvidia/cuda:12.1.1-cudnn8-runtime-ubuntu22.04
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-
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# ---- Environment Setup ----
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ENV DEBIAN_FRONTEND=noninteractive \
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PYTHONUNBUFFERED=1 \
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@@ -29,12 +28,10 @@ ENV DEBIAN_FRONTEND=noninteractive \
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MATANY_DEVICE=cuda \
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TF_CPP_MIN_LOG_LEVEL=2 \
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SAM2_CHECKPOINT=/home/user/app/checkpoints/sam2.1_hiera_large.pt
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-
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# ---- Non-root User ----
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RUN useradd -m -u 1000 user
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ENV HOME=/home/user
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WORKDIR $HOME/app
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-
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# ---- System Dependencies ----
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RUN apt-get update && apt-get install -y --no-install-recommends \
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git wget curl ca-certificates \
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@@ -46,60 +43,44 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
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libblas-dev liblapack-dev gfortran \
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libfreetype6-dev libpng-dev libjpeg-dev \
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&& rm -rf /var/lib/apt/lists/*
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-
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# ---- Install FFmpeg ----
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RUN apt-get update && apt-get install -y --no-install-recommends ffmpeg \
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&& rm -rf /var/lib/apt/lists/*
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-
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# ---- Python Bootstrap ----
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RUN python3 -m pip install --no-cache-dir --upgrade pip setuptools wheel
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-
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# ---- Install NumPy 1.21.6 (Required for MediaPipe) ----
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RUN python3 -m pip install --no-cache-dir numpy==1.21.6
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-
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# ---- Install Matplotlib 3.5.0 (Compatible with NumPy 1.21.6) ----
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RUN python3 -m pip install --no-cache-dir matplotlib==3.5.0
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# ---- Install MediaPipe 0.10.11 (After NumPy/Matplotlib) ----
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RUN python3 -m pip install --no-cache-dir mediapipe==0.10.11
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-
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# ---- Install PyTorch 2.5.1 (CUDA 12.1) ----
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RUN python3 -m pip install --no-cache-dir --index-url https://download.pytorch.org/whl/cu121 \
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torch==2.5.1 torchvision==0.20.1 torchaudio==2.5.1 \
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&& python3 -c "import torch; print('PyTorch:', torch.__version__); print('CUDA available:', torch.cuda.is_available())"
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-
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# ---- Copy Requirements ----
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COPY requirements.txt .
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RUN python3 -m pip install --no-cache-dir -r requirements.txt
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-
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# ---- Install MatAnyone ----
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RUN echo "Installing MatAnyone..." && \
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python3 -m pip install --no-cache-dir git+https://github.com/pq-yang/MatAnyone.git \
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&& python3 -c "import matanyone; print('✅ MatAnyone installed')"
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-
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# ---- Install SAM2 (Editable) ----
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RUN echo "Installing SAM2..." && \
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git clone --depth=1 https://github.com/facebookresearch/segment-anything-2.git third_party/sam2 && \
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cd third_party/sam2 && \
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python3 -m pip install --no-cache-dir -e .
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-
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# ---- Download SAM2 Checkpoints ----
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RUN mkdir -p /home/user/app/checkpoints && \
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wget -q --show-progress -O /home/user/app/checkpoints/sam2.1_hiera_large.pt \
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https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_large.pt
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-
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# ---- Create Directory Structure ----
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RUN mkdir -p /home/user/app/pipeline /home/user/app/models /home/user/app/storage && \
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chown -R user:user /home/user/app && \
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chmod -R 755 /home/user/app
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-
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# ---- Copy Application Code ----
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COPY --chown=user:user . .
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-
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# ---- Healthcheck ----
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HEALTHCHECK --interval=30s --timeout=8s --retries=3 CMD \
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python3 -c "import numpy; print('NumPy:', numpy.__version__); import matplotlib; print('Matplotlib:', matplotlib.__version__); import
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-
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# ---- Runtime Startup ----
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USER user
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EXPOSE 7860
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@@ -119,4 +100,4 @@ CMD ["sh", "-c", "\
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exec streamlit run --server.port=${PORT} --server.address=0.0.0.0 \
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--server.maxUploadSize=200 --server.enableCORS=false \
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--server.enableXsrfProtection=false --logger.level=debug \
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-
streamlit_app.py"]
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# ===============================
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# BackgroundFX Pro — Final Dockerfile
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# CUDA 12.1.1 + PyTorch 2.5.1 + Matplotlib 3.5.0 + NumPy 1.21.6
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# ===============================
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ARG PYTHON_VERSION=3.10
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FROM nvidia/cuda:12.1.1-cudnn8-runtime-ubuntu22.04
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# ---- Environment Setup ----
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ENV DEBIAN_FRONTEND=noninteractive \
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PYTHONUNBUFFERED=1 \
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MATANY_DEVICE=cuda \
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TF_CPP_MIN_LOG_LEVEL=2 \
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SAM2_CHECKPOINT=/home/user/app/checkpoints/sam2.1_hiera_large.pt
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# ---- Non-root User ----
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RUN useradd -m -u 1000 user
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ENV HOME=/home/user
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WORKDIR $HOME/app
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# ---- System Dependencies ----
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RUN apt-get update && apt-get install -y --no-install-recommends \
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git wget curl ca-certificates \
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libblas-dev liblapack-dev gfortran \
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libfreetype6-dev libpng-dev libjpeg-dev \
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&& rm -rf /var/lib/apt/lists/*
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# ---- Install FFmpeg ----
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RUN apt-get update && apt-get install -y --no-install-recommends ffmpeg \
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&& rm -rf /var/lib/apt/lists/*
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# ---- Python Bootstrap ----
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RUN python3 -m pip install --no-cache-dir --upgrade pip setuptools wheel
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# ---- Install NumPy 1.21.6 ----
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RUN python3 -m pip install --no-cache-dir numpy==1.21.6
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# ---- Install Matplotlib 3.5.0 (Compatible with NumPy 1.21.6) ----
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RUN python3 -m pip install --no-cache-dir matplotlib==3.5.0
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# ---- Install PyTorch 2.5.1 (CUDA 12.1) ----
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RUN python3 -m pip install --no-cache-dir --index-url https://download.pytorch.org/whl/cu121 \
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torch==2.5.1 torchvision==0.20.1 torchaudio==2.5.1 \
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&& python3 -c "import torch; print('PyTorch:', torch.__version__); print('CUDA available:', torch.cuda.is_available())"
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# ---- Copy Requirements ----
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COPY requirements.txt .
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RUN python3 -m pip install --no-cache-dir -r requirements.txt
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# ---- Install MatAnyone ----
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RUN echo "Installing MatAnyone..." && \
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python3 -m pip install --no-cache-dir git+https://github.com/pq-yang/MatAnyone.git \
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&& python3 -c "import matanyone; print('✅ MatAnyone installed')"
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# ---- Install SAM2 (Editable) ----
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RUN echo "Installing SAM2..." && \
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git clone --depth=1 https://github.com/facebookresearch/segment-anything-2.git third_party/sam2 && \
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cd third_party/sam2 && \
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python3 -m pip install --no-cache-dir -e .
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# ---- Download SAM2 Checkpoints ----
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RUN mkdir -p /home/user/app/checkpoints && \
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wget -q --show-progress -O /home/user/app/checkpoints/sam2.1_hiera_large.pt \
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https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_large.pt
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# ---- Create Directory Structure ----
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RUN mkdir -p /home/user/app/pipeline /home/user/app/models /home/user/app/storage && \
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chown -R user:user /home/user/app && \
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chmod -R 755 /home/user/app
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# ---- Copy Application Code ----
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COPY --chown=user:user . .
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# ---- Healthcheck ----
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HEALTHCHECK --interval=30s --timeout=8s --retries=3 CMD \
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python3 -c "import numpy; print('NumPy:', numpy.__version__); import matplotlib; print('Matplotlib:', matplotlib.__version__); import torch; print('PyTorch:', torch.__version__)"
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# ---- Runtime Startup ----
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USER user
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EXPOSE 7860
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exec streamlit run --server.port=${PORT} --server.address=0.0.0.0 \
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--server.maxUploadSize=200 --server.enableCORS=false \
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--server.enableXsrfProtection=false --logger.level=debug \
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streamlit_app.py"]
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