Dataset Versions
Versions
v1
2023-12-13 9:23pm
Generated on Dec 13, 2023
7829 Total Images
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Dataset Split
Train Set 88%
6852Images
Valid Set 8%
652Images
Test Set 4%
325Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 32% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±8° Horizontal, ±35° Vertical
Blur: Up to 2.5px
Noise: Up to 4% of pixels