Dataset Versions
Versions
v1
2023-05-14 8:32pm
Generated on May 14, 2023
7409 Total Images
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Dataset Split
Train Set 88%
6483Images
Valid Set 8%
617Images
Test Set 4%
309Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -15% and +15%
Noise: Up to 5% of pixels