Popular GitHub Repositories for Siamese Neural Network

official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection

Dimensionality reduction in very large datasets using Siamese Networks

OneShot Learning-based hotword detection.

KitcheNette: Predicting and Recommending Food Ingredient Pairings using Siamese Neural Networks

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.

Change Detection project - the more experimental build version. Trying out Active Learning in with deep CNNs for Change detection on remote sensing data.

A system to recognize whether signatures are forged or real.

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

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 .

Text Classification Using Siamese Neural Networks - Contrastive Loss, Triplet Loss. This architecture works well when the training data is less.

Efficient Visual Tracking with Stacked Channel-Spatial Attention Learning

??? Developed a document retrieval system to return titles of scientific papers containing the answer to a given user question based on the first version of the COVID-19 Open Research Dataset (CORD-19) ???

A system to perform one among a set of some predefined actions based on a voice based user input.

Determining whether two questions are asking the same thing can be challenging, as word choice and sentence structure can vary significantly. Traditional natural language processing techniques been found to have limited success in separating related question from duplicate questions. In this paper, we explore methods of determining semantic equivalence between pairs of questions using a dataset released by Quora. We explore different approaches involving using different classifiers with a rich feature set, a Siamese Neural Network which uses an LSTM, and an ensemble of the multiple approaches. Our ensemble model outperforms the classifier and Siamese models.

Siamese Neural Networks Face ID

Neural network model to measure semantic similarity between sentences.

This thesis presents a performance assessment of a Siamese Neural Network (SNN)-based IDS deployed on tiny Microcontroller Unit (MCU). To evaluate the SNN’s ability to learn similarity metrics for detecting anomalous traffic patterns indicative of IoT-edge attacks, a realistic IoT dataset has been produced.

Novel Siamese CNN for Kinship Verification [Ishan Pendyala Science Fair - 2022-2023]