- TensorFlow
- MediaPipe
- OpenCV
- Keras
- Numpy
The model can be used for automated fitness training application to detect resistance band for excercises.
This dataset consists of 55782 images belonging to two classes:
- with_band: 22,907 images
- without_band: 32,875 images
- download dataset
- Used Data Augmentation to reduce overfitting and improve performance even on poor lighting condition.
- The model gave 98% accuracy for Resistance Band Detection after training for n Epochs