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.
☆43Sep 1, 2020Updated 5 years ago
Alternatives and similar repositories for ConvLSTM-Surgical-Tool-Tracker
Users that are interested in ConvLSTM-Surgical-Tool-Tracker are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆17Sep 17, 2025Updated 8 months ago
- Laparoscopic video dataset for surgical action triplet recognition☆43Sep 17, 2025Updated 8 months ago
- A Python evaluation metrics package for surgical action triplet recognition☆17Dec 10, 2024Updated last year
- Library packaging the Cholec80 dataset for easy handling with Tensorflow.☆59Sep 17, 2025Updated 8 months ago
- [MedIA'20]Multi-task recurrent convolutional network with correlation loss for surgical video analysis, winner algorithm at MICCAI'19 Sur…☆49Sep 24, 2021Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [MedIA'22] Anticipation for surgical workflow through instrument interaction and recognized signals☆17Feb 11, 2022Updated 4 years ago
- Multi-View Operating Room (MVOR) dataset consists of synchronized multi-view frames recorded by three RGB-D cameras in a hybrid OR during…☆74May 23, 2025Updated last year
- Pytorch implementation of the MICCAI 2020 paper ISINet: An Instance-Based Approach for Surgical Instrument Segmentation.☆27Oct 12, 2021Updated 4 years ago
- ☆62Apr 21, 2026Updated last month
- A Graphical add-on for Blender for Creating and Loading AMBF Models☆16May 7, 2026Updated last month
- ☆14Mar 16, 2019Updated 7 years ago
- Interactive Robot Assisted Suturing Simulation☆109Updated this week
- Papers from the intersection of surgery and data science / machine learning☆16Jan 28, 2024Updated 2 years ago
- Surface Mesh From Contours☆13Jan 26, 2018Updated 8 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Inference demo for the MICCAI-2020 paper "Self-supervision on Unlabelled OR Data for Multi-person 2D/3D Human Pose Estimation"☆11May 23, 2025Updated last year
- Open-H-Embodiment is a community‑driven dataset initiative building the open, shared foundation needed to train and evaluate a generalist…☆116Jun 4, 2026Updated last week
- a much more complex case using GradNorm, where the layer sharing situation is sophisticated.