Dataset Versions

v7

2024-07-29 1:35pm

Generated on Jul 29, 2024

Dataset Split

Train Set 88%
84Images
Valid Set 4%
4Images
Test Set 8%
8Images

Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: Ginger-Leaf_Nutritional-deficiency
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%

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