one-shot-learning topic

List one-shot-learning repositories

One-Shot-Learning-with-Siamese-Networks

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Implementation of One Shot Learning using Convolutional Siamese Networks on Omniglot Dataset

Implementation of Facial Recognition System Using Facenet based on One Shot Learning Using Siamese Networks

deep-kernel-transfer

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Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)

EEG-DL

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A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

matching-networks-pytorch

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Matching Networks for one shot learning

One-Shot-Object-Detection

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Implementation of One-Shot Object Detection with Co-Attention and Co-Excitation in Pytorch

NTM-One-Shot-TF

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One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow

Keras-FewShotLearning

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Some State-of-the-Art few shot learning algorithms in tensorflow 2

ntm

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TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)

prototypical-networks-tensorflow

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Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"