omniglot

There are 0 repository under omniglot topic.

oscarknagg / few-shot
Repository for few-shot learning machine learning projects
few-shot-learning machine-learning maml meta-learning miniimagenet omniglot pytorch research
Language:Python 1168
jakesnell / prototypical-networks
Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
deep-learning few-shot metric-learning nips-2017 omniglot pytorch
Language:Python 1072
tensorfreitas / Siamese-Networks-for-One-Shot-Learning
Implementation of Siamese Neural Networks for One-shot Image Recognition
keras omniglot one-shot-learning siamese-network
Language:Python 581
gitabcworld / MatchingNetworks
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 meta-learning miniimagenet networks omniglot one-shot pytorch
Language:Python 319
ad-si / RosettaGit
Solutions to tasks in over 700 programming languages
chrestomathy polyglot omniglot comparison programming-languages hacktoberfest
Language:HTML 194
hlamba28 / One-Shot-Learning-with-Siamese-Networks
Implementation of One Shot Learning using Convolutional Siamese Networks on Omniglot Dataset
one-shot-learning siamese-network convolutional-neural-networks omniglot keras-tensorflow
Language:Jupyter Notebook 135
abdulfatir / prototypical-networks-tensorflow
Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
few-shot one-shot-learning tensorflow nips-2017 omniglot deep-learning ipython-notebook miniimagenet
Language:Jupyter Notebook 131
wchliao / multi-task-image-classification
Multi-task learning for image classification implemented in PyTorch.
cifar-100 cifar10 deep-learning machine-learning multi-task-learning omniglot pytorch
Language:Python 92
schatty / prototypical-networks-tf
Implementation of Prototypical Networks for Few-shot Learning in TensorFlow 2.0
few-shot-learning omniglot one-shot-learning prototypical-networks tensorflow2
Language:Python 50
michaelisc / cluttered-omniglot
Cluttered Omniglot dataset and models
clutter few-shot-learning omniglot one-shot-learning one-shot-segmentation
Language:Python 48
DataLoaderX / datasetsome
一些数据集处理相关的 API
api coco python-casia omniglot dataset dataset-loader
Language:Jupyter Notebook 42
siamese-networks-tf
schatty / siamese-networks-tf
Implementation of Siamese-Networks for One Shot Learning in TensorFlow 2.0
omniglot one-shot-learning siamese-network tensorflow
Language:Python 40
asagar60 / Siamese-Neural-Networks-for-One-shot-Image-Recognition
One Shot Learning Implementation
oneshotlearning siamese-network omniglot siamese-neural-network few-shot-learning
Language:Jupyter Notebook 36
IraKorshunova / bruno
a deep recurrent model for exchangeable data
real-nvp gaussian-processes deep-neural-networks exchangeable-structures recurrent-neural-networks omniglot few-shot-learning
Language:Python 35
schatty / matching-networks-tf
Implementation of Matching Networks for One Shot Learning in TensorFlow 2.0
few-shot-learning matching-networks omniglot one-shot-learning tensorflow
Language:Python 29
SoongE / siamese-one-shot-pytorch
Example of one shot learning and few shot learning with omniglot dataset.
oneshot-learning fewshot-learning siamese-network omniglot
Language:Python 22
hiwonjoon / maml-tensorflow
This repository implements the paper, Model-Agnostic Meta-Leanring for Fast Adaptation of Deep Networks.
meta-learning maml tensorflow omniglot
Language:Python 16
matbambbang / siamese-networks-omniglot-pytorch
Implementation of Siamese Networks using PyTorch
python siamese pytorch omniglot
Language:Python 11
rlin27 / BATMANN
Implementation for paper "BATMANN: A Binarized-All-Through Memory-Augmented Neural Network for Efficient In-Memory Computing"
omniglot fsl binary mann
Language:Python 9
ya0002 / Colab-Siamese_Neural_Nets_for_One-shot_Image_Recognition
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 one-shot-learning siamese-neural-network pytorch omniglot
Language:Jupyter Notebook 9
artemZholus / variational_memory_addressing
Implementation of Variational Memory Addressing for generative few-shot learning in PyTorch
vae generative-model one-shot-learning omniglot
Language:Python 8
fork123aniket / Visual-Contrastive-Learning-for-Few-shot-Image-Classification
Implementation of Few-shot Binary Image Classification using Contrastive Learning-based Approach in PyTorch
conputer-vision contrastive-learning few-shot-classifcation few-shot-learning omniglot pytorch torchvision
Language:Python 8
giovcandido / prototypical-networks
Prototypical Networks for the task of few-shot image classification on Omniglot and mini-ImageNet.
prototypical-networks machine-learning pytorch-implementation python3 few-shot-learning mini-imagenet omniglot
Language:Python 8
martinkersner / maml
Implementation of "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
metalearning omniglot
Language:Python 4
Bisonai / 1-shot-classification-with-reptile
Fine Tuning for Image Recognition with a model trained with Reptile
1-shot-classification classification deep-learning fine-tuning meta-learning omniglot reptile
Language:Jupyter Notebook 3
ShreyPandit / One-Shot-Learning-using-Siamese-Network
This repo contains the code for Oneshot Learning on Omiglot dataset Using Siamese Network.
siamese-network omniglot transfer-learning oneshotlearning
Language:Jupyter Notebook 3
siddarth-c / Black-Box-Meta-Learning
Memory Augmented Neural Networks, a Black-Box Meta-Learner that uses an LSTMs for few-shot classification
few-shot-learning meta-learning pytorch omniglot
Language:Python 3
kubershahi / ashoka-secureml
Secure ML (Trash Bucket Problem, One-shot Learning, and Subpopulation Attack): Repo for ISM at Ashoka
cnn-keras credit-risk dog-vs-cat machine-learning mnist omniglot one-shot-learning subpopulation-data-poisoning-attack
Language:Jupyter Notebook 2
SomTambe / omniglot-bcs
Teaching machines in comparably few shots.
cognitive-science deep-learning omniglot one-shot-learning
Language:Jupyter Notebook 2
bkj / ezml
Very simple MAML-like metalearning baseline
metalearning maml omniglot miniimagenet few-shot-learning
Language:Julia 1
istresec / kth-aml-project
Reimplementation of "VAE with a VampPrior" by Jakub M. Tomczak et al., as part of the DD2434 Machine Learning, Advanced Course at KTH
caltech101 mnist omniglot vae vampprior
Language:Python 1
mynameisvinn / ml-papers
a deep dive into one-shot learning with omniglot and siamese networks
omniglot few-shot-learning few-shot-recognition
Language:Jupyter Notebook 1
nickvdw / one-shot-learning-triplet-network
Performing one-shot learning using a triplet network with different triplet selection methods (random and hard).
few-shot-learning omniglot one-shot-learning siamese-network triplet-loss triplet-network
Language:Jupyter Notebook 1
UTMIST / oneshot-data
The collection of raw and generated (with transformations) images from the original Omniglot Dataset.
omniglot machine-learning ml
Language:Python 1
UTMIST / oneshot-rs
A Rust implementation of Siamese Neural Networks for One-shot Image Recognition for benchmarking performance and results.
rust ml machine-learning one-shot-learning one-shot omniglot
Language:Rust 1
egemengulpinar / Image-Super-Resolution-SRCNN
Image super resolution using with Deep Convolutional Neural Networks
convolutional-neural-networks image-processing image-upscaling omniglot pytorch srcnn super-resolution
Language:Jupyter Notebook

omniglot

oscarknagg / few-shot

jakesnell / prototypical-networks

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

gitabcworld / MatchingNetworks

ad-si / RosettaGit

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

abdulfatir / prototypical-networks-tensorflow

wchliao / multi-task-image-classification

schatty / prototypical-networks-tf

michaelisc / cluttered-omniglot

DataLoaderX / datasetsome

schatty / siamese-networks-tf

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

IraKorshunova / bruno

schatty / matching-networks-tf

SoongE / siamese-one-shot-pytorch

hiwonjoon / maml-tensorflow

matbambbang / siamese-networks-omniglot-pytorch

rlin27 / BATMANN

ya0002 / Colab-Siamese_Neural_Nets_for_One-shot_Image_Recognition

artemZholus / variational_memory_addressing

fork123aniket / Visual-Contrastive-Learning-for-Few-shot-Image-Classification

giovcandido / prototypical-networks

martinkersner / maml

Bisonai / 1-shot-classification-with-reptile

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

siddarth-c / Black-Box-Meta-Learning

kubershahi / ashoka-secureml

SomTambe / omniglot-bcs

bkj / ezml

istresec / kth-aml-project

mynameisvinn / ml-papers

nickvdw / one-shot-learning-triplet-network

UTMIST / oneshot-data

UTMIST / oneshot-rs

egemengulpinar / Image-Super-Resolution-SRCNN