the university of Waikato

yellow-rust-detection3

Semantic Segmentation

yellow-rust-detection3 Image Dataset

v2

2023-02-28 9:20am

Generated on Feb 27, 2023

Dataset Split

Train Set 87%
426Images
Valid Set 9%
42Images
Test Set 4%
21Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±30° Horizontal, ±30° Vertical
Brightness: Between 0% and +42%
Blur: Up to 1.5px
Mosaic: Applied