I have used 6 transfer learning models. Hope you find this notebook useful! Let's detect some face masks together! Steps:
- Implementing necessary libraries
- Load the data
- Data augmentation
- Transfer learning models {InceptionV3, ResNet101V2, VGG19, VGG16, MobileNetV2, DenseNet201}
- Comparison of the models
Transfer learning is a machine learning research subject that is concerned with the storage of knowledge obtained while resolving one problem and its subsequent application to another related problem. Pre-trained models are frequently utilized as the foundation for deep learning tasks in computer vision and natural language processing because they save both cost and time compared to developing neural network models from scratch and because they perform significantly better on related tasks.
