Catherine Jebet

apple diseases detection

Object Detection

apple diseases detection Image Dataset

v3

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Generated on Jun 30, 2023

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Dataset Split

Train Set 87%
23057Images
Valid Set 9%
2255Images
Test Set 4%
1114Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 24-78% Horizontal Region, 10-91% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%