laparoscopy

There are 1 repository under laparoscopy topic.

CAMMA-public / cholect45
Laparoscopic video dataset for surgical action triplet recognition
action-recognition action-triplet cholect40 cholect45 cholect50 dataset endoscopic-images laparoscopy python python3 pytorch tensorflow tensorflow2
Language:Python 37
CAMMA-public / cholect50
A repository for surgical action triplet dataset. Data are videos of laparoscopic cholecystectomy that have been annotated with <instrument, verb, target> labels for every surgical fine-grained activity.
action artificial-intelligence cholect40 cholect45 cholect50 data datasets deep-learning detection endoscopy laparoscopy localization machine-learning python pytorch recognition surgical-data-science tensorflow
Language:Python 36
CAMMA-public / rendezvous
A transformer-inspired neural network for surgical action triplet recognition from laparoscopic videos.
action-recognition action-triplet attention-mechanism cholect45 cholect50 deep-learning laparoscopy python python3 pytorch state-of-the-art tensorflow tensorflow2 transformer weakly-supervised-learning
Language:Python 22
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 3
ghattab / kidney-edge-detection
(KiBo-Net) Kidney edge detection in laparoscopic image data for computer-assisted surgery
laparoscopy stereo-vision edge-detection endovis challenge kibo-net
Language:Python 1
Ismatse / TFG_Ismael_Tse_Perdomo_Rodriguez
Estuio y Mejora de Técnicas de Segmentación de Imágenes Laparoscópicas a través del Aprendizaje Auto Supervisado.
deep-learning image-segmentation laparoscopy neural-networks self-supervised-learning transformers
Language:Jupyter Notebook