Dataset Versions

v1

2023-08-17 3:05pm

Generated on Aug 17, 2023

Dataset Split

Train Set 92%
23550Images
Valid Set %
0Images
Test Set 8%
1980Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±20° Horizontal, ±20° Vertical
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels

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