Facial Emotion Recognition / CNN - 65%
Data:
- Fer2013 - Kaggle.com
- 32300 Face Images
- 90% Train + 10% Test
- 7 Labels
Processing:
- Data processing
- Modelling
- Evaluating
- Make Application
Main elements:
- Keras, Tensorflow, ...
- ImageDataGenerator
- Sequential
- Conv2D, MaxPooling2D, BatchNormalization
- Activation, Dropout, Flatten, Dense
- Adam, SGD, Adagrad, Adadelta, RMSprop
- backend
- ReduceLROnPlateau
- Haar-Cascade