TIP

Leaf Diseases detection

Instance Segmentation

Leaf Diseases detection Image Dataset

v2

2023-01-28 3:22pm

Generated on Jan 28, 2023

Dataset Split

Train Set 89%
42Images
Valid Set 6%
3Images
Test Set 4%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Hue: Between -34° and +34°
Blur: Up to 1.25px
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bacterial-Blight
400 images
Rice-Leaf-Diseases-1V3B
264 images
Bacterial_blight-blast-brownspot
408 images