Dataset Versions

v1

2024-07-26 1:29pm

Generated on Jul 26, 2024

Dataset Split

Train Set 92%
825Images
Valid Set 4%
35Images
Test Set 4%
33Images

Preprocessing

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

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -15% and +15%
Brightness: Between -5% and +5%
Exposure: Between -10% and +10%
Blur: Up to 0.5px
Noise: Up to 0.5% of pixels

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