Dataset Versions

v7

2023-02-28 3:20pm

Generated on Feb 28, 2023

Dataset Split

Train Set 95%
2005Images
Valid Set 2%
50Images
Test Set 2%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 5
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±7° Horizontal, ±10° Vertical
Hue: Between -24° and +24°
Brightness: Between -24% and +0%
Blur: Up to 10px
Noise: Up to 5% of pixels

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