species of pod bug Dataset

v6

2024-08-29 5:31am

Generated on Aug 29, 2024

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Dataset Split

Train Set 92%
471Images
Valid Set 4%
19Images
Test Set 4%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
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%
Noise: Up to 0% of pixels

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