endoscopic-images

There are 0 repository under endoscopic-images topic.

CAMMA-public / ConvLSTM-Surgical-Tool-Tracker
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.
tracking localization detection analysis lstm convlstm weakly-supervised-learning temporal-data temporal-convolutional-network endoscopic-images surgical-tools video-analysis surgical-video deep-learning convolutional-neural-network surgical-instrument
Language:Python 36
CAMMA-public / cholect45
Laparoscopic video dataset for surgical action triplet recognition
python dataset python3 action-recognition laparoscopy endoscopic-images cholect40 cholect45 cholect50 action-triplet pytorch tensorflow tensorflow2
Language:Python 33
GorkemP / labeled-images-for-ulcerative-colitis
Codes to process and train LIMUC dataset
classification computer-aided-diagnosis convolutional-neural-networks deep-learning endoscopic-images ulcerative-colitis
Language:Python 19
GorkemP / Endoscopic-Artefact-Detection
EndoCV2020: Endoscopic Artefact Detection Challenge (EAD2020) - Implementation of the proposed framework
deeplearning endoscopic-images faster-rcnn gastroenterology medical-image-processing object-detection retinanet
Language:Jupyter Notebook 14
DebeshJha / 2020-MediaEval-Medico-polyp-segmentation
GitHub repository for Medico automatic polyp segmentation challenge
polyp-segmentation-task polyps algorithm-efficiency-task endoscopic-images endoscopic-vision colon-cancer colonoscopy
Language:Python 9
CityU-AIM-Group / ConsolidatedPolypDA
[MIA'21] Consolidated domain adaptive detection and localization framework for cross-device colonoscopic images
domain-adaptation-object-detection endoscopic-images medical-image-analysis
Language:Python 6
anh-nn01 / Web-app-Gastroscopic-Lesion-Classifier
A patch-based Gastroscopic Classifier web app with Python backend using Flask micro-framework and PyTorch modified Resnet-34 Convolutional Neural Network.
medical-imaging endoscopic-images endoscopic-vision classification flask webapp classification-webapp deep-learning convolutional-neural-networks web-application pytorch
Language:HTML 4
tisbuet / Real-time-distortion-classification-in-Laparoscopic-videos
noise analysis distortion python classification real-time laparoscopy endoscopic-images machine-learning signal-processing awgn buet-endgame noise-smoke blur-detection smoke-detection defocus-blur
Language:Jupyter Notebook 2
DebeshJha / icpr-endotect-2020
GitHub for Endotect 2020 Challenge
polyps colonoscopy endoscopy endoscopic-images endoscopic-vision
1
CV-INSIDE / ks-baseline
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”
deep-learning endoscopic-images machine-learning
0
CV-INSIDE / ks-transferlearning
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”
deep-learning endoscopic-images machine-learning transfer-learning
Language:Jupyter Notebook 0
lafith / monodepth2
[ICCV 2019] Monocular depth estimation from a single image
monodepth2 endoscopic-images
Language:Jupyter Notebook