Siamese Neural Networks

Introduction

Code used for my master thesis. Comparison of two different Siamese neural networks for image recognition:

1. Keras' Siamese neural network trained and tested on MNIST, KMNIST and Kannada-MNIST
2. Siamese neural network for oneshot image recognition by Koch et al.

Project structure

Keras network folder contains scripts for training and testing of Keras' siamese neural network.

Koch network folder contains scripts for running siamese neural network by Koch et al.

Installation

First, create conda and activate environment with:

conda create -n tf_venv python=3.7.7

conda activate tf_venv

After that, you can install requirements by running:

conda install -c conda-forge --file requirements.txt