Automated Bacterial Colony Detection Using YOLO-8 based Model.
Abstract
This YOLO-based model is trained to detect and count bacterial colonies. It provides fast, accurate, and automated colony detection, reducing manual counting errors and supporting microbiology research and laboratory workflows.
Fields of Study & Subjects
Cell Image Analysis Techniques
Advanced Neural Network Applications
Smart Agriculture and AI
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 11 February 2026
- Language
- EN