one-shot-learning
There are 140 repositories under one-shot-learning topic.
floodsung/Meta-Learning-Papers
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
tata1661/FSL-Mate
FSL-Mate: A collection of resources for few-shot learning (FSL).
sudharsan13296/Awesome-Meta-Learning
A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
sudharsan13296/Hands-On-Meta-Learning-With-Python
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
SuperBruceJia/EEG-DL
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
tensorfreitas/Siamese-Networks-for-One-Shot-Learning
Implementation of Siamese Neural Networks for One-shot Image Recognition
yaoyao-liu/mini-imagenet-tools
Tools for generating mini-ImageNet dataset and processing batches
timy90022/One-Shot-Object-Detection
Implementation of One-Shot Object Detection with Co-Attention and Co-Excitation in Pytorch
bethgelab/siamese-mask-rcnn
Siamese Mask R-CNN model for one-shot instance segmentation
fangpin/siamese-pytorch
Implementation of Siamese Networks for image one-shot learning by PyTorch, train and test model on dataset Omniglot
Ant-Brain/EfficientWord-Net
OneShot Learning-based hotword detection.
hmishra2250/NTM-One-Shot-TF
One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow
BoyuanJiang/matching-networks-pytorch
Matching Networks for one shot learning
ClementWalter/Keras-FewShotLearning
Some State-of-the-Art few shot learning algorithms in tensorflow 2
BayesWatch/deep-kernel-transfer
Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)
snowkylin/ntm
TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)
Speaker-Identification/You-Only-Speak-Once
Deep Learning - one shot learning for speaker recognition using Filter Banks
hlamba28/One-Shot-Learning-with-Siamese-Networks
Implementation of One Shot Learning using Convolutional Siamese Networks on Omniglot Dataset
abdulfatir/prototypical-networks-tensorflow
Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
msindev/Facial-Recognition-Using-FaceNet-Siamese-One-Shot-Learning
Implementation of Facial Recognition System Using Facenet based on One Shot Learning Using Siamese Networks
avilash/pytorch-siamese-triplet
One-Shot Learning with Triplet CNNs in Pytorch
ilia10000/LO-Shot
Papers and code related to 'Less Than One'-Shot (LO-Shot) Learning
Heldenkombinat/Logodetect
Find logos in images and videos in just one-shot. Never be embarrassed again to say that you have a small data situation!
nevoit/Siamese-Neural-Networks-for-One-shot-Image-Recognition
One-shot Siamese Neural Network, using TensorFlow 2.0, based on the work presented by Gregory Koch, Richard Zemel, and Ruslan Salakhutdinov. we used the “Labeled Faces in the Wild” dataset with over 5,700 different people. Some people have a single image, while others have dozens.
AyanKumarBhunia/Deep-One-Shot-Logo-Retrieval
A Deep One-Shot Network for Query-based Logo Retrieval [Pattern Recognition 2019, Elsevier]
schatty/prototypical-networks-tf
Implementation of Prototypical Networks for Few-shot Learning in TensorFlow 2.0
johnnyasd12/awesome-few-shot-meta-learning
awesome few shot / meta learning papers
hlamba28/Offline-Signature-Verification-using-Siamese-Network
Identifying forged signatures using convolutional siamese networks implemented in Keras
astra-vision/ManiFest
Few-shot image translation method working on unstructured environments. ECCV 2022
michaelisc/cluttered-omniglot
Cluttered Omniglot dataset and models
tata1661/PAR-NeurIPS21
Codes for "Property-Aware Relation Networks for Few-shot Molecular Property Prediction (NeurIPS 2021)".
adipandas/one-shot-steel-surfaces
One-Shot Recognition of Manufacturing Defects in Steel Surfaces
schatty/siamese-networks-tf
Implementation of Siamese-Networks for One Shot Learning in TensorFlow 2.0
adityajn105/Face-Recognition-Siamese-Network
A Face Recognition Siamese Network implemented using Keras. Siamese Network is used for one shot learning which do not require extensive training samples for image recognition.
antonpuz/DeROL
Deep Reinforcement One-Shot Learning Framework for Artificially Intelligent Classification Systems
gabrielwong159/siamese
One-shot learning for image classification using Siamese neural networks