Dataset Versions

v4

2024-05-10 9:39pm

Generated on May 10, 2024

Dataset Split

Train Set 97%
1134Images
Valid Set 2%
23Images
Test Set 1%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Brightness: Between -18% and +18%
Blur: Up to 2.5px
Noise: Up to 0.42% of pixels

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