Deep Neural Networks in Medical Microbiology for Bacterial Colonies Classification: Curated Dataset (COCO and YOLO)
Abstract
This deposit contains a frozen snapshot of the “Micro Colonies” curated dataset exported from Roboflow (version v11) in COCO format. The dataset includes 165 images of agar plates with 1,801 annotated bacterial colonies across three species, split into predefined train, validation, and test folders. Annotations are provided as COCO JSON files located at train/_annotations.coco.json, valid/_annotations.coco.json, and test/_annotations.coco.json. This snapshot is intended to support reproducibility of the experiments reported in the associated manuscript on deep learning based bacterial colony detection and classification.
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
- 1 February 2026
- Language
- EN
- Document type
- Dataset