siamese_twin

Siamese Neural Network

siamese_twin.py - academic (idiomatic) siamese_twin_c.py - production (composable)

Paper

Macro-Architecture

Siamese Neural Network

Twin Micro-Architecture

Stem Group

Convolutional Block

Encoder

Classifier Group

Composable

Example: Instantiate a stock Siamese Twin model/

from siamese_twin_c import SiameseTwin

# Siamese Twin from research paper
siam = SiameseTwin()

# getter for the tf.keras model
model = siam.model