Dataset Versions
v1
2024-02-01 11:55am
Generated on Feb 1, 2024
2041 Total Images
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Dataset Split
Train Set 75%
1536Images
Valid Set 12%
255Images
Test Set 12%
250Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Brightness: Between -20% and +20%
Noise: Up to 1.01% of pixels