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The Top 23 Dataset Meta Learning Open Source Projects

Open source projects categorized as Dataset Meta Learning
Categories > Data Processing > Dataset
Categories > Learning Resources > Meta Learning
Meta Dataset ⭐ 679
A dataset of datasets for learning to learn from few examples
most recent commit a year ago
Mini Imagenet Tools ⭐ 399
Tools for generating mini-ImageNet dataset and processing batches
most recent commit 3 years ago
Matchingnetworks ⭐ 209
This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and MiniImageNet dataset
most recent commit 7 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
Simple Cnaps ⭐ 89
Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples" (WACV 2022), and "Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning" (Neural Networks 2022 - in submission)
most recent commit a year ago
Dmml ⭐ 87
code for ICCV19 paper "Deep Meta Metric Learning"
most recent commit 5 years ago
Cnaps ⭐ 83
Code for: "Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes" and "TaskNorm: Rethinking Batch Normalization for Meta-Learning"
most recent commit 3 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
Simple_shot ⭐ 72
most recent commit 3 years ago
Tiered Imagenet Tools ⭐ 66
Tools for generating tieredImageNet dataset and processing batches
most recent commit 3 years ago
Audioset ⭐ 61
Fetch and use Google's AudioSet dataset
most recent commit 7 years ago
Modular Metalearning ⭐ 57
most recent commit 3 years ago
Multidigitmnist ⭐ 54
Combine multiple MNIST digits to create datasets with 100/1000 classes for few-shot learning/meta-learning
most recent commit 3 years ago
Animal Kingdom ⭐ 35
[CVPR2022] Animal Kingdom: A Large and Diverse Dataset for Animal Behavior Understanding
most recent commit 2 years ago
Meta Interpolation ⭐ 26
Source code for CVPR 2020 paper "Scene-Adaptive Video Frame Interpolation via Meta-Learning"
most recent commit 4 years ago
Mfe ⭐ 25
Meta-Feature Extractor
total releases 6most recent commit 2 years ago
Meta Transfer Learning ⭐ 22
Implementation of meta-transfer-learning (ACL 2020)
most recent commit 4 years ago
Saml ⭐ 21
[MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset
most recent commit 4 years ago
Pytorch Siamese Triplet ⭐ 18
One-Shot Learning with Triplet CNNs in Pytorch
most recent commit 4 years ago
Learning To Impute ⭐ 16
Learning to Impute: A General Framework for Semi-supervised Learning
most recent commit 4 years ago
Mlsr ⭐ 15
Source code for ECCV2020 "Fast Adaptation to Super-Resolution Networks via Meta-Learning"
most recent commit 4 years ago
Dropgrad ⭐ 14
Regularizing Meta-Learning via Gradient Dropout
most recent commit 4 years ago
The 2 Latest Releases In Dataset Meta Learning Open Source Projects
Audioset ⭐ 61
Fetch and use Google's AudioSet dataset
latest release June 04, 2021most recent commit 7 years ago
Mfe ⭐ 25
Meta-Feature Extractor
total releases 6latest release May 05, 2020most recent commit 2 years ago
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