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The below gives a detailed explanation on how to run the project

Create a virtual environment; Activate the virtual environment

.venv\Scripts\activate 

Install the following packages

pip install torch torchvision torchaudio

pip install albumentations>=0.4.3

pip install scikit-learn>=0.22.1

pip install pandas

pip install imutils

pip install tqdm

pip install matplotlib

Execute the following commands after installing above

pip uninstall opencv-python opencv-python-headless

pip install opencv-python

Change to src folder

cd src

Run the following commands one by one in the SAME order

python preprocess_image.py --num-images 1200

python create_csv.py

python train.py --epochs 10

python test.py --img A_test.jpg

python cam_test.py

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American Sign Language Detection Using Python

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