rahul007-bit / mura-bone-abnormality

Installation Steps

1. Clone the repository
2. Install the requirements
3. Run the app.py file
4. Open localhost:5000 in your browser
5. Enjoy the application

Clone the repository

git clone https://github.com/rahul007-bit/Mura-Bone-Abnormality.git

Install the requirements

• create a virtual environment

python3 -m venv env

• activate the virtual environment

  • for windows

  env\Scripts\activate

  • for linux and mac

  source env/bin/activate

• install the requirements

pip install -r requirements.txt

Download the Required model

curl -LO https://huggingface.co/KhalfounMehdi/vit_musculoskeletal_abnormality_detection_mura_224px_16bs_20ep/resolve/main/pytorch_model.bin\?download\=true --progress-bar

Download the required dataset

• download MURA Dataset

  • for windows

    wget https://cs.stanford.edu/group/mlgroup/MURA-v1.1.zip

  • for linux and mac

    # Get the dataset
    wget -cq https://cs.stanford.edu/group/mlgroup/MURA-v1.1.zip

• unzip the dataset

  # Unzip the dataset
  !unzip -qq MURA-v1.1.zip

Run the app.py file

streamlit run app.py

Open localhost:5000 in your browser

• go to your browser
• type localhost:5000 in the address bar
• hit enter 😂
• and ta da 🎉🎉🎉🎉🎉🎉🎉🎉🎉