A PyTorch implementation of a few shot, and meta-learning algorithms for image classification.
☆89Jun 7, 2023Updated 3 years ago
Alternatives and similar repositories for Few-Shot
Users that are interested in Few-Shot are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repository for few-shot learning machine learning projects☆1,282Nov 25, 2019Updated 6 years ago
- The source codes for paper "Relative Position and Map Networks in Few-shot Learning for Image Classification"☆14Jul 12, 2020Updated 6 years ago
- Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.☆1,312Nov 13, 2024Updated last year
- The original code for the paper "Benchmarks for Continual Few-Shot Learning".☆36Aug 18, 2020Updated 5 years ago
- The paper studies the problem of learning to recognize a new class of objects from a very small number of labeled images. This is called …☆25Aug 5, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Model-Agnostic Meta-Learning in PyTorch☆12Jul 31, 2020Updated 5 years ago
- Face Recognition using Face-net and Retina Face detection start of the art - Pytorch☆13Jun 25, 2020Updated 6 years ago
- Generates random location of scatterers for a flying UAV and Base Station for generating channel models☆13Aug 4, 2023Updated 2 years ago
- The original code for the data providers and the datasets of the paper "Defining Benchmarks for Continual Few-Shot Learning".☆16Apr 15, 2020Updated 6 years ago
- Code for "Associative alignment for few-shot image classification"- ECCV'2020.☆20Nov 23, 2020Updated 5 years ago
- [AAAI-2020, Oral] Diversity Transfer Network for Few-Shot Learning☆62Jan 4, 2021Updated 5 years ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,061Jul 17, 2023Updated 3 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆119Mar 25, 2023Updated 3 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆434Jul 31, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code release for Bi-Directional Feature Reconstruction Network for Fine-grained Few-shot Image Classification☆68Aug 5, 2023Updated 2 years ago
- Multiform Ensemble Self-Supervised Learning for Few-Shot Remote Sensing Scene Classification☆13Mar 10, 2023Updated 3 years ago
- A re-implementation of "Prototypical Networks for Few-shot Learning"☆329Mar 26, 2020Updated 6 years ago
- [ECCV ISIC Workshop 2022 (best paper)] FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning (an official implemen…☆16Apr 20, 2023Updated 3 years ago
- The code for "SCL: Self-supervised contrastive learning for few-shot image classification"☆20Oct 8, 2024Updated last year
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆1,077Apr 5, 2022Updated 4 years ago
- [TPAMI 2023] LibFewShot: A Comprehensive Library for Few-shot Learning.☆1,071Oct 27, 2025Updated 9 months ago
- [ICLR 2021] Concept Learners for Few-Shot Learning☆115Jun 6, 2023Updated 3 years ago
- Code for "Conditional Self-Supervised Learning for Few-Shot Classification" in IJCAI 2021.☆22Oct 31, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆100May 20, 2020Updated 6 years ago
- [AAAI 2022] Label Hallucination for Few-Shot Classification☆27Dec 29, 2022Updated 3 years ago
- This is the PyTorch-0.4.0 implementation of few-shot learning on CIFAR-100 with graph neural networks (GNN)☆88Jul 23, 2018Updated 8 years ago
- Official Pytorch implementation of the paper "Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification" (NeurIPS 202…☆27Nov 18, 2022Updated 3 years ago
- Efficient Cross-modality Graph Reasoning for RGB-Infrared Person Re-identification☆10Sep 19, 2021Updated 4 years ago
- Few Shot Learning on Graphs☆33Feb 15, 2023Updated 3 years ago
- Code for 'Squeezing Backbone Feature Distributions to the Max for Efficient Few-Shot Learning'☆39Updated this week
- Code repository supporting the paper "Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segment…☆13Apr 29, 2024Updated 2 years ago
- Collection for Few-shot Learning☆995May 31, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A PyTorch implementation of an autoencoder trained to minimize the Mahalanobis distance between input and reconstruction.☆25Aug 16, 2020Updated 5 years ago
- Some starter code for training/testing some basic CNN models given our data.☆10Feb 15, 2017Updated 9 years ago
- Code for "Matching feature sets for few-shot image classification"-CVPR'2022.☆44Mar 21, 2023Updated 3 years ago
- BERT for few_shot_learning, provided siamese net, match net, prototypical net☆12Jan 6, 2020Updated 6 years ago
- A PyTorch reimplementation of MAML, replicating some of the experiments from the paper.☆44Sep 19, 2018Updated 7 years ago
- ☆11Oct 25, 2022Updated 3 years ago
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆82Dec 16, 2020Updated 5 years ago