/One-Shot-Learning-using-Fashion-MNIST

This is my One Shot Learning implementation of Fashion MNIST Dataset

Primary LanguageJupyter Notebook

One-Shot-Learning-using-Fashion-MNIST-Tensorflow

This is my One Shot Learning implementation of Fashion MNIST Dataset

  • In this Implementation, I've created a dataset with pairs and labels from the original dataset.
  • A pair is assigned a label of 1 if both the images are of the same class.
  • A pair is assigned a label of 0 if both the images are of different classes.
  • This is one of the implementations of Meta Learning Technique called Few Shot Learning.

References:

  • Weights & Biases Lukas One Shot Learning Tutorial
  • Andrew Ng's One Shot Learning Tutorial