- Data preprocessing and augmentation
- Model training
- Conversion to a fully convolutional model
- Heat map generation
TensorFlow; Keras; NumPy; SciPy; Matplotlib; OpenCV (cv2); imgaug
Face detection via ResNet50 & transfer learning: 1. Data preprocessing & augmentation 2. Model training 3. Conversion to a fully convolutional model 4. Heat map generation
Jupyter Notebook