Tensorflow Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours.

Facial-Recognition-Using-FaceNet-Siamese-One-Shot-Learning

Implementation of Facial Recognition System Using Facenet based on One Shot Learning Using Siamese Networks

✭ 104

python face-recognition face-detection facenet one-shot-learning haar-cascade siamese-network facenet-model

One-Shot-Learning-with-Siamese-Networks

Implementation of One Shot Learning using Convolutional Siamese Networks on Omniglot Dataset

✭ 129

Jupyter Notebook convolutional-neural-networks one-shot-learning keras-tensorflow siamese-network omniglot

pytorch-siamese-triplet

One-Shot Learning with Triplet CNNs in Pytorch

✭ 74

python deep-learning pytorch mnist convolutional-neural-networks one-shot-learning triplet-loss siamese meta-learning siamese-network pytorch-implmention fashionmnist pytorch-siamese triplet-networks

one-shot-steel-surfaces

One-Shot Recognition of Manufacturing Defects in Steel Surfaces

✭ 29

Jupyter Notebook quality-control deep-learning pytorch manufacturing one-shot-learning siamese-network few-shot-learning steel-defect

oneshot-audio

Experiment with "one-shot learning" techniques to recognize a voice signature

✭ 22

Jupyter Notebook audio deep-learning hackathon keras jupyter-notebook voice-recognition one-shot-learning siamese-network

Logodetect

Find logos in images and videos in just one-shot. Never be embarrassed again to say that you have a small data situation!

✭ 41

Jupyter Notebook python image-processing video-processing object-detection one-shot-learning small-dataset logo-detection

awesome-few-shot-meta-learning

awesome few shot / meta learning papers

✭ 44

deep-learning metric-learning one-shot-learning conference-paper meta-learning few-shot-learning

Deep-One-Shot-Logo-Retrieval

A Deep One-Shot Network for Query-based Logo Retrieval [Pattern Recognition 2019, Elsevier]

✭ 58

python tensorflow deeplearning image-segmentation one-shot-learning siamese-network logo-detection logo-retrieval one-shot-segmentation

DAOSL

Implementation of Domain Adaption in One-Shot Learning

✭ 14

python shell reinforcement-learning tensorflow slim one-shot-learning domain-adaptation

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