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The Top 18 Computer Vision Meta Learning Open Source Projects

Open source projects categorized as Computer Vision Meta Learning
Categories > Machine Learning > Computer Vision
Categories > Learning Resources > Meta Learning
Cfnet ⭐ 474
[CVPR'17] Training a Correlation Filter end-to-end allows lightweight networks of 2 layers (600 kB) to high performance at fast speed..
most recent commit 6 years ago
Pykale ⭐ 415
Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!
total releases 12most recent commit 3 months ago
Meta Detr ⭐ 219
[T-PAMI 2022] Meta-DETR for Few-Shot Object Detection: Official PyTorch Implementation
most recent commit 2 years ago
Meta Selflearning ⭐ 175
Meta Self-learning for Multi-Source Domain Adaptation： A Benchmark
most recent commit 2 years ago
Feat ⭐ 149
The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"
most recent commit 4 years ago
Keita ⭐ 125
My personal toolkit for PyTorch development.
most recent commit 7 years ago
R2d2 ⭐ 83
[ICLR'19] Meta-learning with differentiable closed-form solvers
most recent commit 4 years ago
Orbit Dataset ⭐ 82
The ORBIT dataset is a collection of videos of objects in clean and cluttered scenes recorded by people who are blind/low-vision on a mobile phone. The dataset is presented with a teachable object recognition benchmark task which aims to drive few-shot learning on challenging real-world data.
most recent commit 3 months ago
Awesome Artificial Intelligence Research ⭐ 80
A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.
most recent commit a year ago
Awesome Computervision ⭐ 60
Awesome-ComputerVision
most recent commit a year ago
Arxiv Daily ⭐ 58
🎓 Automatically Update Some Fields Papers Daily using Github Actions (Update Every 12th hours)
most recent commit a year ago
Meta Interpolation ⭐ 26
Source code for CVPR 2020 paper "Scene-Adaptive Video Frame Interpolation via Meta-Learning"
most recent commit 4 years ago
Matanet ⭐ 19
This repository is the code of paper "Multi-scale Adaptive Task Attention Network for Few-Shot Learning (ICPR-2022)".
most recent commit 2 years ago
Metal ⭐ 19
Official PyTorch implementation of "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning" (ICCV2021 Oral)
most recent commit 2 years ago
L2f ⭐ 15
Source code for CVPR 2020 paper "Learning to Forget for Meta-Learning"
most recent commit 3 years ago
Paper Survey ⭐ 15
most recent commit 6 years ago
Orbit 2022 Winner Method ⭐ 13
Few-Shot Video Object Recognition with Embedding Adaptation and Uniform Clip Sampling: Winner of ORBIT Few-Shot Object Recognition Challenge 2022
most recent commit a year ago
Prototypical Networks Few Shot Learning ⭐ 10
Pytorch implementation of prototypical networks in few shot learning
most recent commit 6 months ago
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