HIGH ACCURACY SURGICAL INSTRUMENT DETECTION WITH YOLOV8 MODEL AND REMOTE MONITORING

Authors

  • Tung Le Duong Ba
  • Dinh Kim Thai
  • Hung Ha Manh
  • Anh Pham Duc
  • Nam Dao Ngoc
  • Duc Nguyen Minh

Keywords:

Abstract

Surgical instrument detection is a vital task in analyzing images of laparoscopic surgery. This study introduces a strong method for detecting surgical instruments using the YOLOv8 model. The evaluation results proves that this model exhibits high accuracy and outperforms previous approaches. Additionally, a web interface is developed for convenient remote monitoring of the instruments

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Published

2023-12-12

Issue

Vol. 1 No. 11 (2023): Journal of Sciences and Technology. Specila Volume: Marking the 15th anniversary of Thanh Dong University

Section

Bài viết