This is the ROS2 package including the tools for Soft Somatosensitive Sensor (SSS).

Leverage Metaflow, PyTorch, AWS S3, Elasticsearch, FastAPI and Docker to create a production-ready facial recognition solution. It demonstrates the practical use of deep metric learning to recognize previously unseen faces without prior training.

Tensorflow implementation of Image Matching with Triplet Loss on the Tiny ImageNet dataset.

Create your own databse, compile tripletloss with pre-trained FaceNet model, run real-time face recognition on local host

Demostrates a triplet loss to compute relationship between three image when one is similar to another and different from the third.

Simple pipeline of person re-identification task using metric learning via tensorflow api

Background Aware Metric Learning

Facenet--Triplet loss for image embedding using Cifar100 dataset

Use Trax Siamese deep Neural LSTM Network to predict pair of similar question (duplicates)

Qualify-As-You-Go Sensor Fusion, Process Zone Signatures and Deep Contrastive Learning for Multi-Material Composition Monitoring in LPBF Process

Pytorch Implementation of One Shot Learning for Face Recognition

End to End Face-Recognition follows the approach described in FaceNet with modifications inspired by the OpenFace project. Semi-hard triplet loss and online semi-hard triplet generator are used for further fine-tuning.

Repository for the course project done as part of CS-337 (Artificial Intelligence & Machine Learning) course at IIT Bombay in Autumn 2022.

Implementation of different Deep Learning algorithms to solve the problem of cloud classification, using images taken from the ground.

This works is an analysis of the feature space and comparison of the discriminative capability of features obtained from Autoencoders .In Deep learning literature these problems statements are called representation learning and through this work MNIST feature space and it's intricacies are visualized .

Utilize Triplet Loss and mean shift based calibration for Classification - This project shows a working concept for pose classification

SuperTriplets - Torch Supervised Metric Learning with Batch Hard Triplets Toolbox

A Image Retrieval System