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Search results for one shot learning
one-shot-learning
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55 search results found
Meta Learning Papers
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2,577
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
Fsl Mate
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1,611
FSL-Mate: A collection of resources for few-shot learning (FSL).
Awesome Meta Learning
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917
A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
Hands On Meta Learning With Python
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857
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
Siamese Networks For One Shot Learning
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576
Implementation of Siamese Neural Networks for One-shot Image Recognition
Eeg Dl
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563
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
Mini Imagenet Tools
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399
Tools for generating mini-ImageNet dataset and processing batches
One Shot Object Detection
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380
Implementation of One-Shot Object Detection with Co-Attention and Co-Excitation in Pytorch
Ntm One Shot Tf
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237
One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow
Keras Fewshotlearning
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204
Some State-of-the-Art few shot learning algorithms in tensorflow 2
Siamese Mask Rcnn
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202
Siamese Mask R-CNN model for one-shot instance segmentation
Matching Networks Pytorch
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163
Matching Networks for one shot learning
Ntm
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153
TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)
Deep Kernel Transfer
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142
Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)
Efficientword Net
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140
OneShot Learning-based hotword detection.
Facial Recognition Using Facenet Siamese One Shot Learning
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120
Implementation of Facial Recognition System Using Facenet based on One Shot Learning Using Siamese Networks
Prototypical Networks Tensorflow
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108
Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
Lo Shot
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81
Papers and code related to 'Less Than One'-Shot (LO-Shot) Learning
Siamese Pytorch
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67
Implementation of Siamese Networks for image one-shot learning by PyTorch, train and test model on dataset Omniglot
Rls Neural Net
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42
Recursive Leasting Squares (RLS) with Neural Network for fast learning
Manifest
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41
Few-shot image translation method working on unstructured environments. ECCV 2022
Deep One Shot Logo Retrieval
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40
A Deep One-Shot Network for Query-based Logo Retrieval [Pattern Recognition 2019, Elsevier]
Cluttered Omniglot
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35
Cluttered Omniglot dataset and models
Awesome Few Shot Meta Learning
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27
awesome few shot / meta learning papers
Logodetect
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25
Find logos in images and videos in just one-shot. Never be embarrassed again to say that you have a small data situation!
Siamese Neural Networks For One Shot Image Recognition
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25
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.
Few_shot_learning
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21
Awesome papers in few-shot learning/one-shot learning.
Nearest Celebrity Face
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20
A python application that uses Deep Learning to find the celebrity whose face matches the closest to yours. The input face is encoded with a pretrained inception model into a vector and then its geometric distance is calculated with the encoded vectors of all the images present in the dataset and the image with the least distance is selected.
Prototypical Networks Tf
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20
Implementation of Prototypical Networks for Few-shot Learning in TensorFlow 2.0
Siamese Networks Tf
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19
Implementation of Siamese-Networks for One Shot Learning in TensorFlow 2.0
Derol
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19
Deep Reinforcement One-Shot Learning Framework for Artificially Intelligent Classification Systems
Pytorch Siamese Triplet
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18
One-Shot Learning with Triplet CNNs in Pytorch
Siamese
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18
One-shot learning for image classification using Siamese neural networks
Oneshot Audio
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18
Experiment with "one-shot learning" techniques to recognize a voice signature
Snn_object_recognition
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17
One-Shot Object Appearance Learning using Spiking Neural Networks
Sl Dml
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15
Signal Level Deep Metric Learning for One-Shot Action Recognition
Offline Signature Verification Using Siamese Network
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15
Identifying forged signatures using convolutional siamese networks implemented in Keras
One Shot Steel Surfaces
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15
One-Shot Recognition of Manufacturing Defects in Steel Surfaces
Daosl
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12
Implementation of Domain Adaption in One-Shot Learning
Siamese_network_on_omniglot
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10
Implementation of Siamese Network using MXNet/Gluon
Hcn Prototypeloss Pytorch
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10
Hierarchical Co-occurrence Network with Prototype Loss for Few-shot Learning (PyTorch)
Few Shot Learning
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9
One-shot Learning: Learning from fewer dataset with a single or few training examples. Exploration of method and techniques for state-of-the-art results
You Only Speak Once
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9
Deep Learning - one shot learning for speaker recognition using Filter Banks
Face Recognition Siamese Network
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8
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.
Fingerprint Recognition Using Siamese Network With Retraining
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8
Created a fingerprint recognition system using siamese network via On-Shot Learning. It has a similar use case as that of a face-recognition system. This project also contains steps to retrain the model when new data is added.
Fast Facenet At Oneshot
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7
This project is an implementation of Siamese Neural Networks
Matching Networks Tf
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7
Implementation of Matching Networks for One Shot Learning in TensorFlow 2.0
Digivision
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7
A deep learning based application which is entitled to help the visually impaired people. The application automatically generates the textual description of what's happening in front of the camera and conveys it to person through audio. It is capable of recognising faces and tell user whether a known person is standing in front of him or not.
Small_data_visual_search_app
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7
A workshop on how to prototype and deploy a visual search DL model based on Siamese Mask R-CNN for PyDataFest Amsterdam 2020
Siamese One Shot Pytorch
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6
Example of one shot learning and few shot learning with omniglot dataset.
Data Free Ensemble Selection For One Shot Federated Learning
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6
Data-Free Ensemble Selection For One-Shot Federated Learning
Face_vijnana_yolov3
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5
Face recognition keras model based on yolov3.
Dual Domain Synthesis
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5
Source Code for Dual-Domain Image Synthesis Using Segmentation-Guided GAN
Few Shot Learning
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5
Curated List of Few shot and One shot Learning Papers and resources
Uod_universal_oneshot_detection
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5
[MICCAI 2023] (early accept) UOD: universal oneshot detection of anatomical landmarks. https://arxiv.org/abs/2306.07615
1-55 of 55 search results
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