tensorfreitas / Siamese-Networks-for-One-Shot-LearningLinks
Implementation of Siamese Neural Networks for One-shot Image Recognition
☆623Updated 6 years ago
Alternatives and similar repositories for Siamese-Networks-for-One-Shot-Learning
Users that are interested in Siamese-Networks-for-One-Shot-Learning are comparing it to the libraries listed below
Sorting:
- Implementing Siamese networks with a contrastive loss for similarity learning☆990Updated 5 years ago
- Implementation of Siamese Networks for image one-shot learning by PyTorch, train and test model on dataset Omniglot☆296Updated 5 months ago
- koch et al, Siamese Networks for one-shot learning, (mostly) reimplimented in keras☆373Updated 6 years ago
- Few Shot Learning by Siamese Networks, using Keras.☆194Updated 5 years ago
- Siamese Network implementation using Pytorch☆279Updated 2 years ago
- PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)☆1,073Updated 6 years ago
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆1,058Updated 3 years ago
- Repository for few-shot learning machine learning projects☆1,279Updated 6 years ago
- Implementation of One Shot Learning using Convolutional Siamese Networks on Omniglot Dataset☆138Updated 5 years ago
- Implementation of triplet loss in TensorFlow☆1,131Updated 6 years ago
- Using siamese network to do dimensionality reduction and similar image retrieval☆287Updated 6 years ago
- ☆379Updated 6 years ago
- Matching Networks for one shot learning☆234Updated 8 years ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,155Updated 4 years ago
- One-shot learning for image classification using Siamese neural networks☆36Updated 6 years ago
- Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆1,216Updated 4 years ago
- Pytorch implementation of Center Loss☆993Updated 2 years ago
- This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and Min…☆344Updated last year
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆782Updated 7 months ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆570Updated 6 years ago
- An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf☆333Updated 7 years ago
- A re-implementation of "Prototypical Networks for Few-shot Learning"☆329Updated 5 years ago
- Siamese and triplet networks with online pair/triplet mining in PyTorch☆3,164Updated 2 years ago
- A curated list of papers, code and resources pertaining to zero shot learning☆935Updated 4 years ago
- One-Shot Learning with Triplet CNNs in Pytorch☆93Updated 5 years ago
- A curated list of resources about few-shot and one-shot learning☆284Updated 6 years ago
- Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow☆1,223Updated 4 years ago
- Omniglot data set for one-shot learning☆1,409Updated 2 years ago
- ☆523Updated 4 years ago
- Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"☆805Updated last year