EmotionClassifier

Facial Emotion Recognition / CNN - 65%

Data:

• Fer2013 - Kaggle.com
• 32300 Face Images
• 90% Train + 10% Test
• 7 Labels

Processing:

1. Data processing
2. Modelling
3. Evaluating
4. Make Application

Main elements:

• Keras, Tensorflow, ...
• ImageDataGenerator
• Sequential
• Conv2D, MaxPooling2D, BatchNormalization
• Activation, Dropout, Flatten, Dense
• Adam, SGD, Adagrad, Adadelta, RMSprop
• backend
• ReduceLROnPlateau
• Haar-Cascade