Robust Surgical Tool Detection in Laparoscopic Surgery using YOLOv8 Model

Author:

Le Hai-Binh1,Kim Thai Dinh2,Ha Manh-Hung2,Tran Anh Long Quang2,Nguyen Duy-Thuc2,Dinh Xuan-Minh3

Affiliation:

1. ULIS, Vietnam National University,Foreign Language Specialized High School,Hanoi,Vietnam

2. Vietnam National University,International School,Hanoi,Vietnam

3. Hanoi University of Industry,Faculty of Electrical Engineering,Hanoi,Vietnam

Publisher

IEEE

Reference23 articles.

1. Surgical Instrument Detection for Laparoscopic Surgery using Deep Learning

2. Robust Real-Time Detection of Laparoscopic Instruments in Robot Surgery Using Convolutional Neural Networks with Motion Vector Prediction

3. Microsoft coco: Common objects in context;lin;Computer Vision–ECCV 2014 13th European Conference Zurich Switzerland September 6-12 2014 Proceedings Part V 13,2014

4. YOLOv3: An Incremental Improvement;redmon;ArXiv abs/1804 02767,2018

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