Dataset Versions

v3

2024-07-22 8:43pm

Generated on Jul 22, 2024

Dataset Split

Train Set 92%
204Images
Valid Set 7%
16Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Blur: Up to 1.4px
Noise: Up to 0.34% of pixels

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