Face Recognition using Siamese Networks

Documentation for Face Recognition using Siamese VGG-16, ResNet-50 and Inception-v3.

Includes details on all implemented functions, classes, and methods.

• Siamese models
  • get_base_model()
  • get_siamese_model()
  • train_model()
• Utils
  • accuracy()
  • contrastive_loss()
  • euclidean_distance()
  • precision()
  • recall()
  • specificity()
• Dataset generator
  • DataGenerator
  • train_val_test_split()
• Pairs generator
  • PairsGenerator