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surgical-instrument

Here are 4 public repositories matching this 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 deep-learning analysis detection lstm convolutional-neural-network weakly-supervised-learning temporal-data video-analysis convlstm surgical-tools temporal-convolutional-network endoscopic-images surgical-video surgical-instrument

Updated Sep 1, 2020
Python

DebeshJha / UNet-insturment-segmentation

Tensorflow implementation of UNet on surgical Instrument dataset from laparoscopic videos

tensorflow image-segmentation unet semantic-segmentation unet-image-segmentation unet-keras unet-tensorflow unet-model unet-segmentation surgical-instrument surgical-instrument-segmentation

Updated Oct 25, 2023
Python

DebeshJha / Kvasir-Instrument

GitHub repository for the Kvasir-instrument dataset

benchmark instrument dataset segmentation unet endoscopy medical-image-segmentation colonoscopy public-dataset open-source-data surgical-instrument kvasir-instrument

Updated Oct 17, 2023

yrodriguezmd / Surgical_instruments_pilot

Objective: Develop an application that can reliably locate and identify surgical instruments in an image.

annotation pytorch dataset object-detection transfer-learning surgery surgical-instrument icevision vfnet

Updated Oct 13, 2021
Jupyter Notebook

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