app.py

import os
import subprocess

def run_command(command,shell="/bin/bash"):

    try:
        subprocess.run(command, check=True, shell=True)
        print(f"Successfully ran command: {command}")
    except subprocess.CalledProcessError as e:
        print(f"Error running command {command}: {e}")

def main():
    # Create virtual environment
    run_command("python -m venv maskdino_env")
    
    # Activate the virtual environment
    # Note: The activation command differs between Windows and Unix systems
    if os.name == 'nt':
        activate_command = ".\\maskdino_env\\Scripts\\activate"
    else:
        activate_command = "source maskdino_env/bin/activate"
    
    run_command(activate_command)

    # Install PyTorch, torchvision
    run_command("pip install torch==1.9.0 torchvision==0.10.0")

    # Install OpenCV
    run_command("pip install opencv-python")

    # Clone and install Detectron2
    run_command("git clone https://github.com/facebookresearch/detectron2")
    os.chdir("detectron2")
    run_command("pip install -e .")
    run_command("pip install git+https://github.com/cocodataset/panopticapi")
    run_command("pip install git+https://github.com/mcordts/cityscapesScripts")
    run_command("pip install --upgrade pip")
    os.chdir("..")

    # Clone and setup MaskDINO
    run_command("git clone https://github.com/IDEA-Research/MaskDINO.git")
    os.chdir("MaskDINO")
    run_command("pip install -r requirements.txt")

    # Compile CUDA kernel for MSDeformAttn
    os.chdir("maskdino/modeling/pixel_decoder/ops")
    run_command("sh make.sh")

    # Optionally, build on a system without a GPU
    # Uncomment the line below if needed
    # run_command("TORCH_CUDA_ARCH_LIST='8.0' FORCE_CUDA=1 python setup.py build install")

if __name__ == "__main__":
    main()