Dataset Versions

v1

2023-09-12 3:16pm

Generated on Sep 12, 2023

Dataset Split

Train Set 87%
1077Images
Valid Set 8%
103Images
Test Set 4%
51Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 5% of pixels

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