surgical-instrument

There are 0 repository under surgical-instrument 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 37
DebeshJha / Kvasir-Instrument
GitHub repository for the Kvasir-instrument dataset
benchmark colonoscopy dataset endoscopy instrument kvasir-instrument medical-image-segmentation open-source-data public-dataset segmentation surgical-instrument unet
13
DebeshJha / UNet-insturment-segmentation
Tensorflow implementation of UNet on surgical Instrument dataset from laparoscopic videos
unet unet-image-segmentation unet-tensorflow tensorflow image-segmentation semantic-segmentation unet-segmentation unet-model unet-keras surgical-instrument surgical-instrument-segmentation
Language:Python 12
yrodriguezmd / Surgical_instruments_pilot
Objective: Develop an application that can reliably locate and identify surgical instruments in an image.
surgery surgical-instrument object-detection pytorch icevision transfer-learning vfnet annotation dataset
Language:Jupyter Notebook 2