tooHotSpot/siamese-one-shot

Siamese Neural Network for One-shot Image Recognition (and Siblings)

Siamese SENet for One-shot Image Recognition

This model is based on two papers:

• Siamese Neural Networks for One-Shot Image Recognition, full thesis: Koch, Gregory R.. "Siamese Neural Networks for One-Shot Image Recognition" (2015) and ICML 2015 Accepted paper
• Squeeze-and-Excitation Networks

Aim is to gain better accuracy with modern SENet architecture, with same training pipeline as in 1-st paper.

Useful links:

• the most full implementation found on the web, with rich description: Goldesel23