All Categories → No Category → siamese-network

Top 30 siamese-network open source projects

Siamese and triplet networks with online pair/triplet mining in PyTorch

✭ 2,564

python deep-learning machine-learning pytorch embedding triplet-loss siamese-network contrastive-loss triplet-network learning-embeddings

Pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

✭ 3,898

python c C++computer-vision tracking siamese-network

OfflineSignatureVerification

Writer independent offline signature verification using convolutional siamese networks

✭ 49

Jupyter Notebook javascript python HTML CSS react machine-learning pytorch signature-verification siamese-network siamese-neural-network contrastive-loss siamese-cnn

FDCNN

The implementation of FDCNN in paper - A Feature Difference Convolutional Neural Network-Based Change Detection Method

✭ 54

python matlab M caffe deep-learning remote-sensing pycaffe siamese-network change-detection multi-scale multi-sensor

Offline-Signature-Verification-using-Siamese-Network

Identifying forged signatures using convolutional siamese networks implemented in Keras

✭ 31

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

SiamFC-tf

A TensorFlow implementation of the SiamFC tracker, use with your own camera and video, or integrate to your own project 实时物体追踪，封装API，可整合到自己的项目中

✭ 22

python tracking real-time tensorflow object-tracking siamese siamese-network siamese-fc

finetuner

Finetuning any DNN for better embedding on neural search tasks

✭ 442

python shell EJS tensorflow keras pytorch metric-learning transfer-learning pretrained-models triplet-loss paddlepaddle labeling-tool siamese-network fine-tuning finetuning few-shot-learning negative-sampling neural-search jina

image triplet loss

Image similarity using Triplet Loss

✭ 76

Jupyter Notebook python machine-learning deep-learning tensorflow image-processing triplet-loss siamese-network image-similarity cnn-tensorflow

TorchBlocks

A PyTorch-based toolkit for natural language processing

✭ 85

python shell nlp text-classification text-similarity transformers pytorch named-entity-recognition advertising bert triplet-loss multilabel-classification siamese-network relation-classification

farm-animal-tracking

Farm Animal Tracking (FAT)

✭ 19

python Jupyter Notebook Dockerfile tracking machine-learning recognition computer-vision deep-learning detection siamese-network tensorflow2

pedestrian recognition

A simple human recognition api for re-ID usage, power by paper https://arxiv.org/abs/1703.07737

✭ 29

Jupyter Notebook python tensorflow re-identification pedestrian-detection human-detection mobilenet caffe2 siamese-network mobilenet-ssd

EfficientWord-Net

OneShot Learning-based hotword detection.

✭ 78

Jupyter Notebook python iot machine-learning tensorflow cnn artificial-intelligence convolutional-neural-networks one-shot-learning hotword-detection siamese-network siamese-neural-network wakeword

Offline-Signature-Verification

Implemented two papers for offline signature verification. Both use different deep learning techniques - Convolutional network and Siamese network.

✭ 24

python keras convolutional-neural-networks keras-classification-models keras-neural-networks siamese-network

Signature-verification-using-deep-learning

Using SigComp'11 dataset for signature verification

✭ 54

Jupyter Notebook convolutional-neural-networks signature-verification triplet-loss multi-class-classification siamese-network

Siamese-Recurrent-Architectures

Usage of Siamese Recurrent Neural network architectures for semantic textual similarity

✭ 19

Jupyter Notebook python deep-learning sentence-similarity siamese-network siamese-recurrent-architectures

RankNet

Learning to Rank from Pair-wise data

✭ 40

Jupyter Notebook search deep-learning neural-network ltr ranking siamese-network

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

Siamese Network MNIST

Siamese Network on MNIST Dataset

✭ 17

python siamese-network

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

FaceRecog

Realtime Facial recognition system using Siamese neural network

✭ 47

python Dockerfile realtime face-recognition face-detection facenet opencv-python siamese-network

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

visual-compatibility

Context-Aware Visual Compatibility Prediction (https://arxiv.org/abs/1902.03646)

✭ 92

python shell fashion metric-learning siamese-network fashionai graph-neural-networks cvpr2019

ChangeFormer

Official PyTorch implementation of our IGARSS'22 paper: A Transformer-Based Siamese Network for Change Detection

✭ 220

python shell matlab deep-learning pytorch remote-sensing satellite-imagery attention-mechanism climate-change siamese-network change-detection transformer-encoder transformer-architecture multi-temporal

dialectID siam

Dialect identification using Siamese network

✭ 15

Jupyter Notebook python character identification words dialect language-recognition i-vector siamese phoneme siamese-network mgb mgbchallenge dialect-identification

PREREQ-IAAI-19

Inferring Concept Prerequisite Relations from Online Educational Resources (IAAI-19)

✭ 22

c python Makefile shell mooc generative-model latent-dirichlet-allocation siamese-network prerequisites online-education-learning university-course-dataset

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

TwinBert

pytorch implementation of the TwinBert paper

✭ 36

Jupyter Notebook pytorch similarity ranking bert siamese-network twinbert-paper

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

Siamese-Sentence-Similarity

Keras and Tensorflow implementation of Siamese Recurrent Architectures for Learning Sentence Similarity

✭ 47

python tensorflow keras lstm semantic-similarity siamese-network siamese-recurrent-architectures

1-30 of 30 siamese-network projects