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oscarknagg / few-shot

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Repository for few-shot learning machine learning projects

machine-learning research pytorch maml meta-learning omniglot miniimagenet few-shot-learning

Updated Nov 25, 2019
Python

jakesnell / prototypical-networks

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Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

deep-learning pytorch metric-learning nips-2017 omniglot few-shot

Updated Jan 28, 2021
Python

tensorfreitas / Siamese-Networks-for-One-Shot-Learning

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Implementation of Siamese Neural Networks for One-shot Image Recognition

keras alphabet one-shot-learning shot-learning siamese-network omniglot

Updated Mar 8, 2019
Python

gitabcworld / MatchingNetworks

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This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and MiniImageNet dataset

matching pytorch networks meta-learning one-shot omniglot miniimagenet

Updated Oct 19, 2017
Python

ad-si / RosettaGit

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Solutions to tasks in over 700 programming languages

comparison polyglot programming-languages omniglot chrestomathy

Updated Jan 20, 2022
HTML

abdulfatir / prototypical-networks-tensorflow

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

deep-learning tensorflow ipython-notebook one-shot-learning nips-2017 omniglot miniimagenet few-shot

Updated Feb 9, 2018
Jupyter Notebook

hlamba28 / One-Shot-Learning-with-Siamese-Networks

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

convolutional-neural-networks one-shot-learning keras-tensorflow siamese-network omniglot

Updated Mar 20, 2020
Jupyter Notebook

wchliao / multi-task-image-classification

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Multi-task learning for image classification implemented in PyTorch.

machine-learning deep-learning pytorch cifar10 multi-task-learning omniglot cifar-100

Updated Oct 8, 2018
Python

michaelisc / cluttered-omniglot

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Cluttered Omniglot dataset and models

one-shot-learning clutter omniglot few-shot-learning one-shot-segmentation

Updated May 3, 2019
Python

schatty / prototypical-networks-tf

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Implementation of Prototypical Networks for Few-shot Learning in TensorFlow 2.0

one-shot-learning omniglot few-shot-learning prototypical-networks tensorflow2

Updated Apr 9, 2019
Python

schatty / siamese-networks-tf

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Implementation of Siamese-Networks for One Shot Learning in TensorFlow 2.0

tensorflow one-shot-learning siamese-network omniglot

Updated Apr 19, 2019
Python

DataLoaderX / datasetsome

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一些数据集处理相关的 API

api dataset coco omniglot dataset-loader python-casia

Updated Apr 21, 2021
Jupyter Notebook

IraKorshunova / bruno

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a deep recurrent model for exchangeable data

deep-neural-networks recurrent-neural-networks gaussian-processes omniglot exchangeable-structures few-shot-learning real-nvp

Updated Jul 1, 2020
Python

schatty / matching-networks-tf

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Implementation of Matching Networks for One Shot Learning in TensorFlow 2.0

tensorflow one-shot-learning omniglot few-shot-learning matching-networks

Updated Apr 13, 2019
Python

hiwonjoon / maml-tensorflow

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This repository implements the paper, Model-Agnostic Meta-Leanring for Fast Adaptation of Deep Networks.

tensorflow maml meta-learning omniglot

Updated Nov 3, 2017
Python

asagar60 / Siamese-Neural-Networks-for-One-shot-Image-Recognition

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One Shot Learning Implementation

siamese-network omniglot siamese-neural-network few-shot-learning oneshotlearning

Updated Jul 27, 2020
Jupyter Notebook

matbambbang / siamese-networks-omniglot-pytorch

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Implementation of Siamese Networks using PyTorch

python pytorch siamese omniglot

Updated May 25, 2018
Python

SoongE / siamese-one-shot-pytorch

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Example of one shot learning and few shot learning with omniglot dataset.

siamese-network omniglot fewshot-learning oneshot-learning

Updated Apr 19, 2021
Python

artemZholus / variational_memory_addressing

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Implementation of Variational Memory Addressing for generative few-shot learning in PyTorch

generative-model vae one-shot-learning omniglot

Updated Mar 20, 2021
Python

giovcandido / prototypical-networks

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Prototypical Networks for the task of few-shot image classification on Omniglot and mini-ImageNet.

machine-learning python3 omniglot few-shot-learning prototypical-networks pytorch-implementation mini-imagenet

Updated Dec 9, 2021
Python

Bisonai / 1-shot-classification-with-reptile

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Fine Tuning for Image Recognition with a model trained with Reptile

deep-learning classification reptile meta-learning fine-tuning omniglot 1-shot-classification

Updated Nov 17, 2019
Jupyter Notebook

martinkersner / maml

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Implementation of "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

omniglot metalearning

Updated Mar 29, 2018
Python

ShreyPandit / One-Shot-Learning-using-Siamese-Network

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This repo contains the code for Oneshot Learning on Omiglot dataset Using Siamese Network.

transfer-learning siamese-network omniglot oneshotlearning

Updated Oct 30, 2020
Jupyter Notebook

SomTambe / omniglot-bcs

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Teaching machines in comparably few shots.

deep-learning cognitive-science one-shot-learning omniglot

Updated Jul 15, 2020
Jupyter Notebook

UTMIST / oneshot-rs

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A Rust implementation of Siamese Neural Networks for One-shot Image Recognition for benchmarking performance and results.

rust machine-learning ml one-shot-learning one-shot omniglot

Updated Mar 3, 2021
Rust

ya0002 / Colab-Siamese_Neural_Nets_for_One-shot_Image_Recognition

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A ready to go implementation of the "Siamese Neural Networks for One-shot Image Recognition" paper in PyTorch on Google Colab with training and testing on the Omniglot/custom datasets.

deep-learning pytorch one-shot-learning omniglot siamese-neural-network