Dataset Versions
v4
2024-04-26 12:15am
Generated on Apr 25, 2024
1433 Total Images
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Dataset Split
Train Set 92%
1323Images
Valid Set 1%
11Images
Test Set 7%
99Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Exposure: Between -10% and +10%