Projects in Awesome Lists tagged with siamese-network

https://github.com/stvir/pysot

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

computer-vision siamese-network tracking

Last synced: 14 May 2025

https://github.com/STVIR/pysot

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

computer-vision siamese-network tracking

Last synced: 20 Mar 2025

https://github.com/adambielski/siamese-triplet

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

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

Last synced: 15 May 2025

https://github.com/jina-ai/finetuner

:dart: Task-oriented embedding tuning for BERT, CLIP, etc.

bert few-shot-learning fine-tuning finetuning jina metric-learning negative-sampling neural-search openai-clip pretrained-models siamese-network similarity-learning transfer-learning triplet-loss

Last synced: 07 Oct 2025

https://github.com/sudharsan13296/hands-on-meta-learning-with-python

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

deep-meta-learning few-shot-learning keras maml mann matching-networks meta-imitation-learning meta-sgd metalearning ntm one-shot-learning prototypical-network prototypical-networks reinforcement-learning relation-network reptile shot-learning siamese-network tensorflow zero-shot-learning

Last synced: 16 May 2025

https://github.com/sudharsan13296/Hands-On-Meta-Learning-With-Python

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

deep-meta-learning few-shot-learning keras maml mann matching-networks meta-imitation-learning meta-sgd metalearning ntm one-shot-learning prototypical-network prototypical-networks reinforcement-learning relation-network reptile shot-learning siamese-network tensorflow zero-shot-learning

Last synced: 06 May 2025

https://github.com/harveyslash/facial-similarity-with-siamese-networks-in-pytorch

Implementing Siamese networks with a contrastive loss for similarity learning

deep-learning face-recognition neural-network pytorch pytorch-tutorial siamese-network

Last synced: 16 May 2025

https://github.com/GoogleCloudPlatform/keras-idiomatic-programmer

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

autoencoder automl dcgan deep-learning densenet inception keras keras-tutorials machine-learning mobilenet resnet resnext senet shufflenet siamese-network squeezenet tensorflow-keras vgg xception

Last synced: 03 Apr 2025

https://github.com/googlecloudplatform/keras-idiomatic-programmer

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

autoencoder automl dcgan deep-learning densenet inception keras keras-tutorials machine-learning mobilenet resnet resnext senet shufflenet siamese-network squeezenet tensorflow-keras vgg xception

Last synced: 03 Oct 2025

https://github.com/torrvision/siamfc-tf

SiamFC tracking in TensorFlow.

computer-vision deep-learning object-tracking siamese-network tensorflow tracking

Last synced: 04 Apr 2025

https://github.com/zllrunning/siamesex.pytorch

A simplified PyTorch implementation of Siamese networks for tracking: SiamFC, SiamRPN, SiamRPN++, SiamVGG, SiamDW, SiamRPN-VGG.

siamese-fc siamese-network siamrpn siamvgg tracking

Last synced: 06 Apr 2025

https://github.com/zllrunning/SiameseX.PyTorch

A simplified PyTorch implementation of Siamese networks for tracking: SiamFC, SiamRPN, SiamRPN++, SiamVGG, SiamDW, SiamRPN-VGG.

siamese-fc siamese-network siamrpn siamvgg tracking

Last synced: 20 Mar 2025

https://github.com/wgcban/changeformer

[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection

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

Last synced: 05 Apr 2025

https://github.com/wgcban/ChangeFormer

[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection

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

Last synced: 11 May 2025

https://github.com/yanqiangmiffy/sentence-similarity

问题句子相似度计算，即给定客服里用户描述的两句话，用算法来判断是否表示了相同的语义。

nlp-sim sentence-similarity siamese-network

Last synced: 07 Apr 2025

https://github.com/amansrivastava17/lstm-siamese-text-similarity

⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity

bidirectional-lstm deep-learning keras lstm lstm-neural-networks sentence-similarity siamese-network text-similarity

Last synced: 18 Aug 2025

https://github.com/anilbas/3dmmasstn

MatConvNet implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)

3d-morphable-models 3dmm basel-face-model computer-vision convolutional-neural-networks dagnn deep-learning deep-neural-networks face machine-learning matconvnet matlab siamese-network spatial-transformer-network stn vgg-face-matconvnet

Last synced: 13 Apr 2025

https://github.com/ant-brain/efficientword-net

OneShot Learning-based hotword detection.

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

Last synced: 06 Apr 2025

https://github.com/chenglongchen/tensorflow-dsmm

Tensorflow implementations of various Deep Semantic Matching Models (DSMM).

abcnn cdssm dssm esim matchpyramid question-answering semantic-matching sentence-similarity siamese-network tensorflow

Last synced: 19 Jun 2025

https://github.com/abhyantrika/nanonets_object_tracking

deepsort detection kalman-filter object-tracking python siamese-network yolo

Last synced: 21 Apr 2025

https://github.com/akshaysharma096/siamese-networks

Few Shot Learning by Siamese Networks, using Keras.

convolutional-neural-network deep few-shot-learning keras keras-neural-networks machine-learning siamese-network

Last synced: 06 Sep 2025

https://github.com/lonepatient/torchblocks

A PyTorch-based toolkit for natural language processing

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

Last synced: 07 Apr 2025

https://github.com/aerdem4/kaggle-quora-dup

Solution to Kaggle's Quora Duplicate Question Detection Competition

neural-network nlp regex siamese-lstm siamese-network

Last synced: 01 Sep 2025

https://github.com/gcucurull/visual-compatibility

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

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

Last synced: 03 Mar 2026

https://github.com/yeziyang1992/python-tensorflow-face-v2.0

基于tensorflow的人脸识别

face-recognition python3 siamese-network tensorflow triplet

Last synced: 12 Apr 2025

https://github.com/susantabiswas/facial-login-web

Web based facial Authentication system with flask server

facial-recognition flask keras neural-network rest-api server siamese-network webcam website

Last synced: 30 Jan 2026

https://github.com/chinmaynehate/dfspot-deepfake-recognition

Determine whether a given video sequence has been manipulated or synthetically generated

deep-learning deep-neural-networks deepfake-detection-challenge deepfakes deepfakes-classification efficientnet ensemble-learning faceforensics fake-news pytorch siamese-network transfer-learning triplet-loss vision-transformers

Last synced: 04 Oct 2025

https://github.com/leeyeehoo/siamvgg

SiamVGG: Visual Tracking with Deeper Siamese Networks

siamese-fc siamese-network tracking

Last synced: 16 May 2025

https://github.com/minzhang-whu/fdcnn

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

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

Last synced: 01 Mar 2026

https://github.com/MinZHANG-WHU/FDCNN

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

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

Last synced: 30 Mar 2025

https://github.com/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.

deep-learning face-recognition-python keras one-shot-learning siamese-network

Last synced: 13 Apr 2025

https://github.com/leeyeehoo/siamrpn-vgg

Combination of SiamRPN and VGG

pytorch siamese-network siamfc siamrpn tracking

Last synced: 16 May 2025

https://github.com/minzhang-whu/cdmi-net

The implementation of CDMI-Net in Paper - Deep Multiple Instance Learning for Landslide Mapping

attention-mechanism change-detection deep-learning landslide-mapping level-set-method multiple-instance-learning pytorch remote-sensing siamese-network unet

Last synced: 08 Oct 2025

https://github.com/burnpiro/farm-animal-tracking

Farm Animal Tracking (FAT)

computer-vision deep-learning detection machine-learning recognition siamese-network tensorflow2 tracking

Last synced: 07 Apr 2025

https://github.com/tharindudr/siamese-recurrent-architectures

Usage of Siamese Recurrent Neural network architectures for semantic textual similarity

deep-learning sentence-similarity siamese-network siamese-recurrent-architectures

Last synced: 07 Apr 2025

https://github.com/vinhloiit/signet-pytorch

SigNet implementation in Pytorch

pytorch siamese-network signature-verification

Last synced: 22 Aug 2025

https://github.com/zabir-nabil/covid19-few-shot-learning

cnn-keras coronavirus coronavirus-dataset coronavirus-real-time covid-19 covid19 few-shot-learning keras siamese-network tensorflow x-ray

Last synced: 03 Jul 2025

https://github.com/dynobo/continauth

Master Thesis - Continuous Authentication using Inertial-Sensors of Smartphones and Deep Learning

continuous-authentication deep-learning inertial-sensors python siamese-network thesis

Last synced: 14 Oct 2025

https://github.com/juanmc2005/similaritylearning

Similarity Learning applied to Speaker Verification and Semantic Textual Similarity

arcface center-loss coco-loss contrastive-loss deep-learning metric-learning mnist python pytorch semantic-textual-similarity siamese siamese-network similarity-learning speaker-verification sts triplet triplet-loss

Last synced: 11 Apr 2025

https://github.com/nashory/dense-equi-torch

Torch7 implementation of Unsupervised object learning from dense equivariant image labelling

celeba landmark siamese-network unsupervised

Last synced: 14 May 2025

https://github.com/jackaduma/homoglyphattacksdetector

Detecting Homoglyph Attacks with CNN model using Computer Vision method

cnn cyber-security cybersecurity deep-learning deep-neural-networks deeplearning keras keras-neural-networks machine-learning phishing phishing-attacks phishing-detection siamese-network siamese-neural-network spoofing spoofing-attack

Last synced: 13 Oct 2025

https://github.com/arthurdouillard/tensorflow-faceid

Faceid-like in Tensorflow using a Siamese network with contrastive loss

deep-learning face-recognition siamese-network tensorflow

Last synced: 26 Oct 2025

https://github.com/joeyism/py-image-comparer

Compares two images using Siamese Network (machine learning) trained from a Pytorch Implementation

compare images network pytorch siamese siamese-network torch

Last synced: 13 Apr 2025

https://github.com/ankitsharma-tech/image-triplet-loss

Image similarity using Triplet Loss.

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

Last synced: 06 Oct 2025

https://github.com/vijaydwivedi75/beyond_word2vec

Deep learning architectures to embed multi-word units into a vector space maximizing similarity between units of different sizes.

keras siamese-network tensorflow word2vec

Last synced: 22 Aug 2025

https://github.com/agnostiqhq/tutorials_covalent_ieee_2022

Tutorials for 2022 IEEE Quantum Week Workshop on Covalent

covalent-tutorial gqsim ieee ml qcw22 qml quantum-machine-learning siamese-network tutorial

Last synced: 11 May 2025

https://github.com/arjuntheprogrammer/theschoolofai

Projects for The School of AI

alphazero autoencoders batch-normalization data-augmentation densenet enas face-recognition gan inception-network lstm-and-gru neural-architecture policy-gradients regularization rnn siamese-network superconvergence transfer-learning yolo

Last synced: 09 Oct 2025

https://github.com/rahul1582/signature-classification-using-siamese-network

Classifies the forged and original pairs of signatures by calculating the Eucledian Distance between the output tensors of both the images using a Siamese Network.

cnn contrastive-loss pytorch siamese-network

Last synced: 15 Mar 2026

https://github.com/czczup/siameseccr

[IET IP] A Novel Method for One-shot and Few-shot Chinese CAPTCHA Recognition using Deep Siamese Network

captcha-recognition few-shot-learning one-shot-learning siamese-network

Last synced: 13 Apr 2025

https://github.com/shreyasbapat/fabric-detection

Detecting Fabric by Deep Learning Approach : Includes Classification and Matching the fabric. This enables a user to perform a search based on the fabric on top e-shopping websites like Amazon and Flipkart if integrated

autoencoder cnn-keras deep-learning deep-neural-networks fabric fabric-detection siamese-network tsne

Last synced: 13 Apr 2025

https://github.com/raj-pulapakura/image-search-engine

Upload an image and find similar images easily!

ai aws bentoml computer-vision image-processing machine-learning mobilenetv3 neural-network nextjs pytorch resnet50 responsive searchengine siamese-network vercel

Last synced: 12 Apr 2025

https://github.com/agrover112/siamesenet-search

MNIST digits image similarity search by Indexing with Annoy and using trained embeddings from a Siamese Net with Triplet Loss .

Last synced: 12 Oct 2025

https://github.com/p16i/siamese-net-and-friends

embedding-models pytorch siamese-network

Last synced: 22 Apr 2025

https://github.com/elcaiseri/siamese-network

Image similarity estimation using a Siamese Network with a triplet loss

Last synced: 23 Aug 2025

https://github.com/josiehong/siampolar

[Neurocomputing] Realtime Video Object Segmentation with Polar Coordinate Representation

mmdetection pytorch realtime segmentation semi-supervised siamese-network video-segmentation

Last synced: 20 May 2026

https://github.com/rituyadav92/dausar_supervised_change_detection_floods_igarss2022

Supervised Change Detection for Floods. https://ieeexplore.ieee.org/document/9883132

attention-model change-detection sar siamese-network supervised-learning

Last synced: 05 Jan 2026

https://github.com/gabrieltardochi/supertriplets

SuperTriplets - Torch Supervised Metric Learning with Batch Hard Triplets Toolbox

deep-learning online-triplet-mining opensource pypi python siamese-network triplet-loss

Last synced: 06 Apr 2026

https://github.com/dayyass/kaggle

My solutions for different Kaggle Competitions.

bert data-science deep-learning kaggle machine-learning metric-learning natural-language-processing nlp siamese-network transformer

Last synced: 02 Mar 2026

https://github.com/licht-t/tf-siammask

SiamMask implementation with Tensorflow 2

object-detection python python3 siamese-network siammask tensorflow tensorflow2

Last synced: 12 Oct 2025

https://github.com/gugarosa/dualing

🐾 Dualing is a Python library that implements dual-based neural learning.

deep-learning machine-learning python siamese-network tensorflow2

Last synced: 19 Apr 2025

https://github.com/neelanjan00/face-recognition-facenet-

An implementation of the Siamese Neural Network for facial recognition using one shot detection, that eliminates the requirement for the Neural Network to be trained each time a new image is added to the database. Trained using a Triplet Loss Function, it may even be used to perform the facial recognition with one training instance image.

deep-learning face-recognition opencv siamese-network tensorflow

Last synced: 27 Oct 2025

https://github.com/vermavinay982/sign-verification-siamese-net-pytorch

SigNet Paper python implementation for check for forged Signatures. Siamese N. Net architecture has two or more identical subnetworks to find difference or similarity.

deep-learning neural-network python siamese-network signature signet

Last synced: 05 May 2026

https://github.com/shreypandit/one-shot-learning-using-siamese-network

This repo contains the code for Oneshot Learning on Omiglot dataset Using Siamese Network.

omniglot oneshotlearning siamese-network transfer-learning

Last synced: 13 Oct 2025

https://github.com/aden-q/face-verification-with-siamese-network-tensorflow

deeplearning python siamese-network tensorflow

Last synced: 18 May 2026

https://github.com/abhineet123/deep_mdp

Deep MDP: A Modular Framework for Multi-Object Tracking

deep-learning deep-neural-networks markov-decision-processes multi-object-tracking object-tracker object-tracking siamese-network siamese-neural-network siamese-tracker tracking

Last synced: 15 Mar 2025

https://github.com/chutrunganh/biometric_it4432e

Developed for the Biometric Course (Semester 20241) at HUST, this project implements a 2D face recognition system powered by advanced deep learning techniques, delivering precise and reliable authentication

biometric biometrics-authentication computer-vision deeplearning face-authentication face-recognition face-verification facenet-model hust it4432e machine-learning opencv project pytorch siamese-network

Last synced: 16 Feb 2026

https://github.com/reshalfahsi/medical-image-similarity-search

Medical Image Similarity Search Using a Siamese Network With a Contrastive Loss

contrastive-loss faiss image-similarity medical-image-processing medmnist postgresql pytorch-lightning siamese-network

Last synced: 13 May 2026

https://github.com/yash-10/signature-verification-siamese-network

Offline signature verification using a convolutional siamese network.

siamese-network signature-verification

Last synced: 29 Mar 2025

https://github.com/tomekkorbak/quora-question-pairs

This repo contains models by the team of @360er0 and @tomekkorbak as they participated in Quora question pairs Kaggle contest.

kaggle lstm paraphrase-identification quora quora-question-pairs siamese-network

Last synced: 04 Aug 2025

https://github.com/yasinshafiei/faceid_system

Siamese Neural Networks Face ID

artificial-intelligence artificial-neural-networks deep-learning faceid keras keras-tensorflow machine-learning python siamese-network siamese-neural-network tensorflow

Last synced: 09 Apr 2026

https://github.com/adityajn105/automatic-kinship-detection

This is a kaggle Challenge. Given a pair of images of 2 faces we have to determine whether they are related or not. Here I have used a Siamese network over VGG-facenet to tackle this problem.

facenet-model kaggle-competition keras kinship siamese-network

Last synced: 21 Apr 2026

https://github.com/harshgeek4coder/computing-distance-similarity--siamese-neural-networks

Compute Similarity Between Sentences using Siamese Recurrent Neural Networks

deep-learning lstm neural-network nlp rnn siamese siamese-network

Last synced: 20 Aug 2025

https://github.com/shlokashah/deeplearning

Implementation of few things learnt from deeplearning.ai specialization

deep-learning deeplearning-ai facenet facerecognition imagecaptioning lstm siamese-network

Last synced: 19 Nov 2025

https://github.com/tugten/phinet

Signature verification

flask handwwritten-signature-verification machine-learning pytorch-implmention siamese-network signature-verification

Last synced: 28 Apr 2026

https://github.com/shreyas-bhat/brain_tumor_classifier

Used CNN based models like ResNet101 and InceptionV3 to classify brain tumors on brain MRI image dataset. Further more, used siamese network for one-shot classification using cosine triple loss and l2 triple loss.

keras-tensorflow medical-imaging mri one-shot-learning siamese-network

Last synced: 07 Jul 2025

https://github.com/defasium/bayesvec2midi

Use Bayesian optimization to convert image's main color into music, Python 2020

bayesian-search magenta melodies metric-learning midi music-generation musicvae python siamese-network triplet-loss

Last synced: 19 May 2026

https://github.com/nima-kam/tile_crack_detection

Detecting cracks in the images of Tiles

jupyter-notebook object-detection opencv python3 siamese-network tensorflow

Last synced: 12 Apr 2026

https://github.com/nima-kam/floral_classifier-dfl

Floral Classifier using Discriminative Feature Learning

flowers102 metric-learning representation-learning siamese-network

Last synced: 28 Mar 2025

https://github.com/mansi-k/siamesenet

Implemented and trained Siamese network for image classification using contrastive loss, triplet loss and regularized cross-entropy loss

contrastive-loss cross-entropy-loss mnist-classification scratch-implementation siamese-network triplet-loss

Last synced: 16 Oct 2025

https://github.com/chris-santiago/autoencoders

Experimenting with various autoencoder architectures.

autoencoder denoising-autoencoders hydra pytorch pytorch-lightning self-supervised-learning siamese-network simsiam-pytorch taskfile

Last synced: 01 May 2026

https://github.com/angrybayblade/facenet_mini

👨🏽⬅➡🧑🏽 FaceNet for face verification, recognition and clustering.

embeddings face-verification python python3 siamese-network

Last synced: 03 Apr 2025

https://github.com/vibhujawa/dl_face_detection_siamese_network

Face Detection using Siamese Network

pytorch siamese-network

Last synced: 15 May 2026

https://github.com/unvercan/siamese-image-similarity-mnist-pytorch

Siamese Image Similarity on MNIST using PyTorch

cnn convolutional-neural-networks deep-learning image-similarity mnist python pytorch siamese-network

Last synced: 17 Mar 2025

https://github.com/lovesaroha/fashion-mnist-similarity-training

Training a keras model (Siamese Network) to show similarity between two images using Fashion MNIST, a data set containing items of clothing.

fashion-mnist-dataset keras machine-learning python siamese-network tensorflow

Last synced: 13 Apr 2026

https://github.com/prajeshshrestha/natural-language-processing-specialization

Assignment Files, Notes and Slides of DeepLearning.AI Natural Language Processing Specialization

attention-model bert deep-learning duplicate-detection logistic-regression machine-learning naive-bayes-classifier named-entity-recognition neural-machine-translation nlp probabilistic-models sentiment-analysis sequence-models siamese-network t5-model transformer vector-space-model word-embeddings

Last synced: 07 Jun 2026

https://github.com/gugarosa/opf_siamese

📄 Official implementation regarding the chapter "Learning to Weight Similarity Measures with Siamese Networks: A Case Study on Optimum-Path Forest".

chapter implementation machine-learning opf siamese-network

Last synced: 11 Jun 2025

https://github.com/susiejojo/cnn_projects

CNN applications in Traffic-sign classification, face recognition, Art generation using Neural Style Transfer etc.

cnn cnn-keras neural-style-transfer siamese-network traffic-sign-classification yolov3-tiny

Last synced: 04 Apr 2025

https://github.com/rynanda/reidentification-multitask-learning-fine-tuning

Person reidentification using PCA and deep learning Siamese networks and multi-task learning and fine tuning on the Oxford-IIIT Pets Dataset.

deep-learning fine-tuning multi-task-learning principal-component-analysis reidentification siamese-network vgg

Last synced: 28 Apr 2026

https://github.com/tanyachutani/siamese-network-on-text-data

Siamese Network On Quora Question Pairs Similarity Data Keras

cnn-on-text deep-learning gru keras lstm one-shot-learning quora-question-pairs siamese-network siamese-neural-network text-similarity word2vec

Last synced: 16 Apr 2026

https://github.com/rom1mouret/inplastic

incremental learning experiments

continual-learning contrastive-loss incremental-learning lifelong-ml online-learning pytorch siamese-network transfer-learning

Last synced: 04 Apr 2026

https://github.com/surajiyer/recommender-systems

Recommender systems, 2017-18

cbow cifar100 cnn nlp recommender-system siamese-network skipgram vgg16

Last synced: 12 Aug 2025

https://github.com/mubashirsidiki/sentence_similarity

This project demonstrates two approaches to measuring sentence similarity using machine learning: a Transformer-based approach and a Siamese Neural Network approach.