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.
☆40Updated 4 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
- Official repository for "Dissecting Self-Supervised Learning Methods for Surgical Computer Vision"☆36Updated last year
- Laparoscopic video dataset for surgical action triplet recognition☆40Updated 2 years ago
- Demo for surgical phase recognition on videos of laparoscopic cholecystectomy using a CNN-biLSTM-CRF model presented in "Learning from a …☆18Updated 4 years ago
- Collated a list of useful open-access work related to surgical phase recognition and surgical skills and workflow analysis.☆20Updated 3 years ago
- Code for 'Unsupervised Surgical Instrument Segmentation via Anchor Generation and Semantic Diffusion' (MICCAI 2020)☆19Updated 2 years ago
- [TMI'2021] Temporal Memory Relation Network for Workflow Recognition from Surgical Video☆62Updated 3 years ago
- A Python evaluation metrics package for surgical action triplet recognition☆15Updated 3 months ago
- Library packaging the Cholec80 dataset for easy handling with Tensorflow.☆35Updated 2 years ago
- ☆54Updated last year
- This project presents a Single Input Multiple Output (SIMO) deep convolutional neural network, a so-called ART-Net (Augmented Reality Too…☆20Updated 3 years ago
- ☆16Updated 2 years ago
- Deep learning software modules for image-guided medical procedures☆65Updated last month
- Papers of ComputerVision x Surgery☆100Updated last year
- ☆27Updated 2 years ago
- [MedIA'20]Multi-task recurrent convolutional network with correlation loss for surgical video analysis, winner algorithm at MICCAI'19 Sur…☆47Updated 3 years ago
- Surgical Instrument & Phase Anticipation☆15Updated 3 years ago
- Official Repository for the Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment☆43Updated 2 months ago
- This is our new multi-joint annotation for EndoVis MICCAI Challenge dataset ( https://endovissub-instrument.grand-challenge.org/), which …☆27Updated 5 years ago
- A transformer-inspired neural network for surgical action triplet recognition from laparoscopic videos.☆25Updated last year
- Attention-Guided Lightweight Network for Real-Time Segmentation of Robotic Surgical Instruments☆33Updated 4 years ago
- Reading list and publicly available datasets for surgical vision☆30Updated 3 years ago
- Long-range temporal dependency based active learning for surgical workflow recognition☆10Updated 4 years ago
- ☆11Updated 2 years ago
- PyTorch implementation of the SonoNet Ultrasound standard plane detector☆20Updated 4 years ago
- Novel image segmentation datasets collected from endoscopic videos of sinus surgery processes☆12Updated 2 years ago
- RetinaNet with different loss function types☆18Updated 4 years ago
- An open-source robotic ultrasound system☆26Updated 4 years ago
- IEEE TMI 2022: Exploring Segment-level Semantics for Online Phase Recognition from Surgical Videos☆12Updated 2 years ago
- A Baseline Approach for the AutoImplant Challenge☆27Updated 4 years ago
- A repository for surgical action triplet dataset. Data are videos of laparoscopic cholecystectomy that have been annotated with <instrume…☆50Updated last year