siamese-neural-network

There are 6 repositories under siamese-neural-network topic.

justchenhao / STANet
official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection
change-detection remote-sensing siamese-neural-network attention-mechanism contrastive-loss dataset
Language:Python 382
beringresearch / ivis
Dimensionality reduction in very large datasets using Siamese Networks
data-visualization dimensionality-reduction machine-learning neural-network siamese-neural-network
Language:Python 315
EfficientWord-Net
Ant-Brain / EfficientWord-Net
OneShot Learning-based hotword detection.
tensorflow machine-learning artificial-intelligence siamese-neural-network siamese-network one-shot-learning convolutional-neural-networks cnn iot hotword-detection wakeword python hotword hotword-detector
Language:Jupyter Notebook 206
tlatkowski / multihead-siamese-nets
Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
siamese-neural-network multihead-attention semantic-similarity deep-neural-networks siamese-lstm attention deep-architectures deep-learning text-similarity paraphrase paraphrase-identification nlp natural-language-processing quora-question-pairs snli multihead-attention-networks sentence-similarity tensorflow python3 siamese-cnn
Language:Jupyter Notebook 182
ajayarunachalam / Deep_XF
Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.
python forecasting nowcasting-models forecasting-models explainable-ml deep-neural-networks deep-learning time-series time-series-analysis auto-ml auto-timeseries interpretable-ai sensors timeseries multivariate ecg-signal siamese-neural-network machine-learning
Language:Jupyter Notebook 111
monologuesmw / bearing-fault-diagnosis-cnn
Siamese network for bearing fault diagnosis
fault-diagnosis siamese-neural-network tensorflow bearing-fault-diagnosis
Language:Python 78
Aftaab99 / OfflineSignatureVerification
Writer independent offline signature verification using convolutional siamese networks
pytorch siamese-cnn siamese-network siamese-neural-network signature-verification machine-learning contrastive-loss react
Language:Jupyter Notebook 76
aspamers / siamese
A simple, easy-to-use and flexible siamese neural network implementation for Keras
keras neural-network python siamese-neural-network
Language:Python 65
dmis-lab / KitcheNette
KitcheNette: Predicting and Recommending Food Ingredient Pairings using Siamese Neural Networks
artificial-intelligence artificial-neural-networks food-pairing food-recommendation siamese-neural-network score-prediction
Language:Python 65
demelin / Sentence-similarity-classifier-for-pyTorch
Re-implementation of Mueller's et al., "Siamese Recurrent Architectures for Learning Sentence Similarity." (AAAI, 2016)
annotated neural-network pytorch sentence-similarity-classifier siamese-neural-network
Language:Python 53
shahrukhx01 / siamese-nn-semantic-text-similarity
A repository containing comprehensive Neural Networks based PyTorch implementations for the semantic text similarity task, including architectures such as: Siamese LSTM Siamese BiLSTM with Attention Siamese Transformer Siamese BERT.
attention-mechanism bert lstm nlp pytorch siamese-neural-network transformers
Language:Python 46
robinniesert / kaggle-google-quest
Google QUEST Q&A Labeling Kaggle Competition 6th Place Solution
transformers bert nlp deep-learning kaggle siamese-neural-network
Language:Python 45
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.
one-shot-learning siamese-neural-network image-recognition
Language:Jupyter Notebook 44
asagar60 / Siamese-Neural-Networks-for-One-shot-Image-Recognition
One Shot Learning Implementation
oneshotlearning siamese-network omniglot siamese-neural-network few-shot-learning
Language:Jupyter Notebook 36
previtus / ChangeDetectionProject
Change Detection project - the more experimental build version. Trying out Active Learning in with deep CNNs for Change detection on remote sensing data.
active-learning change-detection deep-active-learning mcbn monte-carlo-batch-normalization remote-sensing siamese-neural-network siamese-unet
Language:Python 29
fionn-mac / Manhattan-LSTM
Keras and PyTorch implementations of the MaLSTM model for computing Semantic Similarity.
semantic-similarity natural-language-understanding natural-language-processing deep-learning lstm gru aaai siamese-neural-network siamese-recurrent-architectures
Language:Python 28
dedhiaparth98 / face-recognition
Face Recognition Model trained with Siamese Network and Triplet Loss function in TensorFlow
tensorflow2 face-recognition deep-learning siamese-neural-network siamese-network vgg16
Language:Jupyter Notebook 27
LIANGKE23 / Siamese-FC-KF-CF
The SiameseFC combined with Kalman Filter and Correlation Filter
computer-vision siamese-neural-network tracking
Language:Python 21
solcummings / earthvision2021-weakly-supervised
1st Place Solution for the EARTHVISION 2021 DynamicEarthNet Challenge - Weakly-Supervised Multi-Class Change Detection Track at CVPRW 2021
change-detection deep-learning pytorch semantic-segmentation siamese-neural-network remote-sensing
Language:Python 21
BADMG / SignatureVerification
A system to recognize whether signatures are forged or real.
keras-tensorflow django opencv python numpy bootstrap siamese-neural-network
Language:JavaScript 20
previtus / ChangeDetectionBaseline
Baseline approach to Change Detection using deep learning and Siamese CNNs
change-detection deep-learning siamese-cnns siamese-unet remote-sensing siamese-neural-network
Language:Python 19
JKozerawski / siamese-network
Implementation of Siamese Neural Network in Caffe
deep-learning siamese-network image-recognition computer-vision caffe siamese-neural-network imagenet
Language:Python 12
fazeVaib / DigiVision
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.
computer-vision natural-language-processing tensorflow keras-neural-networks face-recognition opencv mongodb mongodb-atlas haar-cascade oneshotlearning vgg16 gru transfer-learning live-video mtcnn-face-detection siamese-neural-network facenet-trained-models image-processing imagenet-classifier ms-coco
Language:Python 11
siamese-neural-networks
GuillerLT / siamese-neural-networks
Examples of different Siamese Neural Networks architectures applied to well-known datasets.
keras siamese-neural-network mnist fashion-mnist cifar10 bachelor-thesis
Language:Python 11
jackaduma / HomoglyphAttacksDetector
Detecting Homoglyph Attacks with CNN model using Computer Vision method
cybersecurity spoofing spoofing-attack phishing phishing-attacks phishing-detection machine-learning deeplearning deep-neural-networks deep-learning cyber-security cnn siamese-neural-network siamese-network keras keras-neural-networks
Language:Jupyter Notebook 11
morkertis / One-Shot-Face-Recognition
One-Shot Face Recognition Using Siamese Neural Networks
deep-learning machine-learning python siamese-neural-network neural-network
Language:Jupyter Notebook 11
TassAI / TASS-Facenet
TASS Facenet uses Siamese Neural Networks and Triplet Loss to classify known and unknown faces by calculating distances between images, and communicates with IoT devices/applications via the free iotJumpWay PaaS
artificial-intelligence artificial-neural-networks artificial-intelligence-algorithms facenet siamese-neural-network computer-vision facial-recognition python tensorflow
Language:Python 11
Alby0n / Masked-Face-Recognition
Identify subjects from CCTV footages even when there are only limited number of photographs available for the suspected individuals. The system should work in near real time and even when there are partial occlusion, different pose, and physical changes like beard , eye-glasses and face masks .
caffemodel colab-notebook colaboratory dnn face-recognition facedetection-realtime machine-learning opencv python siamese-neural-network tensorflow
Language:Jupyter Notebook 10
amazon-sagemaker-endpoint-deployment-of-siamese-network-with-torchserve
aws-samples / amazon-sagemaker-endpoint-deployment-of-siamese-network-with-torchserve
Twin Neural Network Training with PyTorch and fast.ai and its Deployment with TorchServe on Amazon SageMaker
fastai pytorch sagemaker-deployment siamese-neural-network torchserve
Language:Jupyter Notebook 10
bond005 / runne_contrastive_ner
This project is concerned with my participating in the RuNNE competition https://github.com/dialogue-evaluation/RuNNE
nlp tensorflow ner deep-learning bert-ner siamese-neural-network contrastive-learning
Language:Python 9
DeepsMoseli / Siamese-LSTM-on-sentence-similarity
Using Siamese LSTM to classify repeated quora questions. Attempted pretrained bert embeddings, Word2Vec and training own embeddings together with the model.
lstm-neural-networks siamese-neural-network keras python sentence-similarity quora-question-pairs
Language:Jupyter Notebook 9
victor-iyi / few-shot-learning
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
one-shot-learning siamese-neural-network few-shot-learning ai artificial-intelligence machine-learning
Language:Jupyter Notebook 9
ya0002 / Colab-Siamese_Neural_Nets_for_One-shot_Image_Recognition
A ready to go implementation of the "Siamese Neural Networks for One-shot Image Recognition" paper in PyTorch on Google Colab with training and testing on the Omniglot/custom datasets.
deep-learning one-shot-learning siamese-neural-network pytorch omniglot
Language:Jupyter Notebook 9
amandewatnitrr / Aztecs-LogiTraffic
LogiTraffic is an IoT based Deep Learning Powered Traffic Management and Theft Detection Solution. It’s an online website platform using which user can keep check on certain real-time parameters associated with the vehicle which includes fuel-level, GPS location, Brake System Temperature, Speed, Traffic Forecasting using Vehicle Detection and obtaining vehicle count through different road nodes and predicting Traffic Congestion/Jams. In case the user suspects his/her car has been stolen by logging in using the credentials one can lock the vehicles and see driver’s real time video stream and a picture of the driver is downloaded on the system so that it can be used for further investigation and police cases. (YouTube Video Presentation by Team Aztecs: https://youtu.be/rP2OGjZJ5NY) – Presented in E-Ujjwala Hackathon 2020 by Birsa Institute of Technology, Jharkhand (Team Aztecs - Finalists)
iot iot-application iot-device udibots django api realtime deep-learning siamese-neural-network raspberry-pi python3 vehicle-identification traffic-forecasting
Language:Jupyter Notebook 7
liaoyanqing666 / siamese_neural_network_OfHSV
OfHSV project using VGG16 and siamese neural network. Very easy. 使用VGG16和孪生神经网络实现离线签名鉴别，极其简单
hsv pytorch siamese-neural-network ofhsv vgg vgg16 flask cnn beginner-friendly cedar
Language:Python 7
MolecularAI / Siamese-RNN-Self-Attention
Contains code for Siamese Recurrent Neural Network with Self-Attention for Bioactivity Prediction
cheminformatics deep-neural-networks siamese-neural-network recurrent-neural-networks astrazeneca
Language:Python 7

siamese-neural-network

justchenhao / STANet

beringresearch / ivis

Ant-Brain / EfficientWord-Net

tlatkowski / multihead-siamese-nets

ajayarunachalam / Deep_XF

monologuesmw / bearing-fault-diagnosis-cnn

Aftaab99 / OfflineSignatureVerification

aspamers / siamese

dmis-lab / KitcheNette

demelin / Sentence-similarity-classifier-for-pyTorch

shahrukhx01 / siamese-nn-semantic-text-similarity

robinniesert / kaggle-google-quest

nevoit / Siamese-Neural-Networks-for-One-shot-Image-Recognition

asagar60 / Siamese-Neural-Networks-for-One-shot-Image-Recognition

previtus / ChangeDetectionProject

fionn-mac / Manhattan-LSTM

dedhiaparth98 / face-recognition

LIANGKE23 / Siamese-FC-KF-CF

solcummings / earthvision2021-weakly-supervised

BADMG / SignatureVerification

previtus / ChangeDetectionBaseline

JKozerawski / siamese-network

fazeVaib / DigiVision

GuillerLT / siamese-neural-networks

jackaduma / HomoglyphAttacksDetector

morkertis / One-Shot-Face-Recognition

TassAI / TASS-Facenet

Alby0n / Masked-Face-Recognition

aws-samples / amazon-sagemaker-endpoint-deployment-of-siamese-network-with-torchserve

bond005 / runne_contrastive_ner

DeepsMoseli / Siamese-LSTM-on-sentence-similarity

victor-iyi / few-shot-learning

ya0002 / Colab-Siamese_Neural_Nets_for_One-shot_Image_Recognition

amandewatnitrr / Aztecs-LogiTraffic

liaoyanqing666 / siamese_neural_network_OfHSV

MolecularAI / Siamese-RNN-Self-Attention