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Running CSRNet

  1. Download Miniconda (You can skip this step if you already have Miniconda installed) from here
  2. Clone the code from https://github.com/abdumhmd/CSRNet . You can do git clone https://github.com/abdumhmd/CSRNet.git or download the zip file from the repository.
  3. Download the ShanghaiTech dataset from here. Extract the zip file outside the repository folder.
  4. On the command line, run conda create --name csrnet python=3.8.13
  5. Run conda activate csrnet
  6. Install the following libraries using the commands below:
    1. conda install pytorch==1.12.1 torchvision==0.13.1 torchaudio==0.12.1 cudatoolkit=10.2 -c pytorch
    2. conda install -c conda-forge opencv
    3. conda install -c conda-forge matplotlib
    4. conda install -c conda-forge tqdm
    5. pip install wandb
    6. pip install pytorch-lightning== 1.8.0
    7. pip install pillow
    8. pip install pandas
    9. pip install h5py