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SAM

Setup Instructions

  1. Clone the repository:

    git clone https://github.com/m15kh/SAM.git

  2. Navigate to the sam-v1 directory:

    cd sam-v1

  3. Clone the Segment Anything repository and install it:

    git clone [email protected]:facebookresearch/segment-anything.git
cd segment-anything
pip install -e .

  4. Install the required Python packages:

    pip install opencv-python pycocotools matplotlib onnxruntime onnx

  5. Navigate to the sam-v1/checkpoint directory:

    cd ../checkpoint

  6. Download the checkpoint file:

    wget https://dl.fbaipublicfiles.com/segment_anything/sam_vit_h_4b8939.pth

Usage

  1. Ensure your input image is placed in the img directory and update the config.json file with the correct input_image_path.

  2. Run the pipeline:

    python pipeline.py

  3. The output will be saved in the output directory.