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The Top 23 One Shot Learning Open Source Projects

Open source projects categorized as One Shot Learning
Categories > One Shot Learning
Meta Learning Papers ⭐ 2,577
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
most recent commit 5 years ago
Fsl Mate ⭐ 1,611
FSL-Mate: A collection of resources for few-shot learning (FSL).
dependent packages 1total releases 3most recent commit 3 months agopypi paddlefsl} Downloads
Awesome Meta Learning ⭐ 917
A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
most recent commit 3 years ago
Hands On Meta Learning With Python ⭐ 857
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
most recent commit 3 years ago
Siamese Networks For One Shot Learning ⭐ 576
Implementation of Siamese Neural Networks for One-shot Image Recognition
most recent commit 5 years ago
Eeg Dl ⭐ 563
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
total releases 10most recent commit a year ago
Mini Imagenet Tools ⭐ 399
Tools for generating mini-ImageNet dataset and processing batches
most recent commit 3 years ago
One Shot Object Detection ⭐ 380
Implementation of One-Shot Object Detection with Co-Attention and Co-Excitation in Pytorch
most recent commit a year ago
Ntm One Shot Tf ⭐ 237
One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow
most recent commit 6 years ago
Keras Fewshotlearning ⭐ 204
Some State-of-the-Art few shot learning algorithms in tensorflow 2
most recent commit 6 months ago
Siamese Mask Rcnn ⭐ 202
Siamese Mask R-CNN model for one-shot instance segmentation
most recent commit 4 years ago
Matching Networks Pytorch ⭐ 163
Matching Networks for one shot learning
most recent commit 6 years ago
Ntm ⭐ 153
TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)
most recent commit 4 years ago
Deep Kernel Transfer ⭐ 142
Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)
most recent commit 2 years ago
Efficientword Net ⭐ 140
OneShot Learning-based hotword detection.
total releases 5most recent commit a year ago
Facial Recognition Using Facenet Siamese One Shot Learning ⭐ 120
Implementation of Facial Recognition System Using Facenet based on One Shot Learning Using Siamese Networks
most recent commit 6 months ago
Prototypical Networks Tensorflow ⭐ 108
Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
most recent commit 6 years ago
Lo Shot ⭐ 81
Papers and code related to 'Less Than One'-Shot (LO-Shot) Learning
most recent commit 4 months ago
Siamese Pytorch ⭐ 67
Implementation of Siamese Networks for image one-shot learning by PyTorch, train and test model on dataset Omniglot
most recent commit 5 years ago
Rls Neural Net ⭐ 42
Recursive Leasting Squares (RLS) with Neural Network for fast learning
most recent commit 5 months ago
Manifest ⭐ 41
Few-shot image translation method working on unstructured environments. ECCV 2022
most recent commit a year ago
Deep One Shot Logo Retrieval ⭐ 40
A Deep One-Shot Network for Query-based Logo Retrieval [Pattern Recognition 2019, Elsevier]
most recent commit 3 years ago
Cluttered Omniglot ⭐ 35
Cluttered Omniglot dataset and models
most recent commit 5 years ago
The 4 Latest Releases In One Shot Learning Open Source Projects
Fsl Mate ⭐ 1,611
FSL-Mate: A collection of resources for few-shot learning (FSL).
dependent packages 1total releases 3latest release April 02, 2022most recent commit 3 months agopypi paddlefsl} Downloads
Efficientword Net ⭐ 140
OneShot Learning-based hotword detection.
total releases 5latest release February 21, 2022most recent commit a year ago
Eeg Dl ⭐ 563
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
total releases 10latest release May 13, 2020most recent commit a year ago
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