Bacterial Leaf Blight Disease Detection in Rice Leaf using You Only Look Once (YOLO) Architecture

YOLO version used: YOLOv5m, YOLOv6m, YOLOv7, YOLOv8

Overview of Bacterial Leaf Blight Disease

Characteristic:

• Wilting and yellowing of leaves as shown on image above

Data Source

Roboflow "Krispi" project"

Result Summary

1. Precision-Recall Curve of the main dataset
2. Precision-Recall Curve of the additional dataset
3. Comparison of aspects from different YOLO architecture
4. Detection results of BLB infected leaf with main dataset
5. Detection results of BLB infected leaves with additional dataset

Output

• Images: output-rice-leaf-disease Repository
• Paper: Indonesian (repository UGM)

Source:

1. http://www.knowledgebank.irri.org/decision-tools/rice-doctor/rice-doctor-fact-sheets/item/bacterial-blight