Laparoscopic video dataset for surgical action triplet recognition

This repo contains an implementation code for the weakly supervised surgical tool tracker. In this research, the temporal dependency in surgical video data is modeled using a convolutional LSTM which is trained only on image level labels to detect, localize and track surgical instruments.

Codes to process and train LIMUC dataset

EndoCV2020: Endoscopic Artefact Detection Challenge (EAD2020) - Implementation of the proposed framework

GitHub repository for Medico automatic polyp segmentation challenge

[MIA'21] Consolidated domain adaptive detection and localization framework for cross-device colonoscopic images

A patch-based Gastroscopic Classifier web app with Python backend using Flask micro-framework and PyTorch modified Resnet-34 Convolutional Neural Network.

GitHub for Endotect 2020 Challenge

Implementation of Deep Learning Techniques in endoscopic images using Deep Learning

This repository hosts the script that was utilized for report the results of the conference article: “Assessing deep learning methods for the identification of kidney stones in endoscopic images”

Proposed a novel method for image quality enhancement using diffusion models

This repository hosts the script that was utilized for report the results of the conference article: “Boosting Kidney Stone Identification in Endoscopic Images Using Two-Step Transfer Learning”