Topic: "omniglot"
oscarknagg/few-shot
Repository for few-shot learning machine learning projects
Language: Python - Size: 16.1 MB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 1,249 - Forks: 249
jakesnell/prototypical-networks
Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
Language: Python - Size: 201 KB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 1,168 - Forks: 266
tensorfreitas/Siamese-Networks-for-One-Shot-Learning 📦
Implementation of Siamese Neural Networks for One-shot Image Recognition
Language: Python - Size: 8.83 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 556 - Forks: 177
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
Language: Python - Size: 3.37 MB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 314 - Forks: 83
ad-si/RosettaGit
Solutions to tasks in over 700 programming languages
Language: HTML - Size: 65.7 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 202 - Forks: 12
abdulfatir/prototypical-networks-tensorflow
Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
Language: Jupyter Notebook - Size: 191 KB - Last synced at: 4 months ago - Pushed at: over 7 years ago - Stars: 134 - Forks: 45
hlamba28/One-Shot-Learning-with-Siamese-Networks
Implementation of One Shot Learning using Convolutional Siamese Networks on Omniglot Dataset
Language: Jupyter Notebook - Size: 76.2 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 133 - Forks: 111
wchliao/multi-task-image-classification
Multi-task learning for image classification implemented in PyTorch.
Language: Python - Size: 36.1 KB - Last synced at: 3 months ago - Pushed at: almost 7 years ago - Stars: 98 - Forks: 28
schatty/prototypical-networks-tf
Implementation of Prototypical Networks for Few-shot Learning in TensorFlow 2.0
Language: Python - Size: 906 KB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 53 - Forks: 18
michaelisc/cluttered-omniglot
Cluttered Omniglot dataset and models
Language: Python - Size: 54.8 MB - Last synced at: 3 months ago - Pushed at: about 6 years ago - Stars: 47 - Forks: 11
DataLoaderX/datasetsome
一些数据集处理相关的 API
Language: Jupyter Notebook - Size: 705 KB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 43 - Forks: 10
schatty/siamese-networks-tf
Implementation of Siamese-Networks for One Shot Learning in TensorFlow 2.0
Language: Python - Size: 54.7 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 40 - Forks: 13
IraKorshunova/bruno
a deep recurrent model for exchangeable data
Language: Python - Size: 184 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 34 - Forks: 7
asagar60/Siamese-Neural-Networks-for-One-shot-Image-Recognition
One Shot Learning Implementation
Language: Jupyter Notebook - Size: 1.56 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 26 - Forks: 7
schatty/matching-networks-tf
Implementation of Matching Networks for One Shot Learning in TensorFlow 2.0
Language: Python - Size: 545 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 25 - Forks: 2
SoongE/siamese-one-shot-pytorch
Example of one shot learning and few shot learning with omniglot dataset.
Language: Python - Size: 6.84 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 23 - Forks: 4
hiwonjoon/maml-tensorflow
This repository implements the paper, Model-Agnostic Meta-Leanring for Fast Adaptation of Deep Networks.
Language: Python - Size: 531 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 16 - Forks: 10
fork123aniket/Visual-Contrastive-Learning-for-Few-shot-Image-Classification
Implementation of Few-shot Binary Image Classification using Contrastive Learning-based Approach in PyTorch
Language: Python - Size: 200 KB - Last synced at: 14 days ago - Pushed at: about 2 years ago - Stars: 11 - Forks: 0
matbambbang/siamese-networks-omniglot-pytorch
Implementation of Siamese Networks using PyTorch
Language: Python - Size: 9.77 KB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 11 - Forks: 4
giovcandido/prototypical-networks
Prototypical Networks for the task of few-shot image classification on Omniglot and mini-ImageNet.
Language: Python - Size: 1.71 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 4
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.
Language: Jupyter Notebook - Size: 657 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 4
rlin27/BATMANN
Implementation for paper "BATMANN: A Binarized-All-Through Memory-Augmented Neural Network for Efficient In-Memory Computing"
Language: Python - Size: 54.6 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 0
artemZholus/variational_memory_addressing
Implementation of Variational Memory Addressing for generative few-shot learning in PyTorch
Language: Python - Size: 425 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 0
martinkersner/maml
Implementation of "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
Language: Python - Size: 32.2 KB - Last synced at: 4 months ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 3
ShreyPandit/One-Shot-Learning-using-Siamese-Network
This repo contains the code for Oneshot Learning on Omiglot dataset Using Siamese Network.
Language: Jupyter Notebook - Size: 80.1 KB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0
Bisonai/1-shot-classification-with-reptile
Fine Tuning for Image Recognition with a model trained with Reptile
Language: Jupyter Notebook - Size: 2.11 MB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 1
kubershahi/ashoka-secureml
Secure ML (Trash Bucket Problem, One-shot Learning, and Subpopulation Attack): Repo for ISM at Ashoka
Language: Jupyter Notebook - Size: 381 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1
siddarth-c/Black-Box-Meta-Learning
Memory Augmented Neural Networks, a Black-Box Meta-Learner that uses an LSTMs for few-shot classification
Language: Python - Size: 248 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0
UTMIST/oneshot-rs 📦
A Rust implementation of Siamese Neural Networks for One-shot Image Recognition for benchmarking performance and results.
Language: Rust - Size: 737 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0
SomTambe/omniglot-bcs
Teaching machines in comparably few shots.
Language: Jupyter Notebook - Size: 88.5 MB - Last synced at: 21 days ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0
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
Language: Python - Size: 44.4 MB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
mynameisvinn/ml-papers
a deep dive into one-shot learning with omniglot and siamese networks
Language: Jupyter Notebook - Size: 8.02 MB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0
UTMIST/oneshot-data 📦
The collection of raw and generated (with transformations) images from the original Omniglot Dataset.
Language: Python - Size: 12.6 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0
nickvdw/one-shot-learning-triplet-network
Performing one-shot learning using a triplet network with different triplet selection methods (random and hard).
Language: Jupyter Notebook - Size: 12.7 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0
bkj/ezml
Very simple MAML-like metalearning baseline
Language: Julia - Size: 2 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0
ahmedsaidmoh/One-Shot
Explore moral choices in **One Shot**, a minimalist interactive narrative game. Face uncertainty as you interrogate a suspect in a gripping web experience. 🌐🎮
Language: JavaScript - Size: 7.81 KB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0
reshalfahsi/few-shot-learning-reptile
Few-shot Learning with Reptile
Language: Jupyter Notebook - Size: 1.29 MB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
egemengulpinar/Image-Super-Resolution-SRCNN
Image super resolution using with Deep Convolutional Neural Networks
Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
ayaz-amin/probabilistic_programming_stuff_2
Probabilistic programming stuff 2
Language: Python - Size: 232 KB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0
mervess/oneshot-to-siamese-networks Fork of sorenbouma/keras-oneshot
Implementation of "Siamese neural networks for one-shot image recognition" via Keras 2.3.1 and TensorFlow backend.
Language: Jupyter Notebook - Size: 6.43 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0
