Dataset Versions
v1
2023-09-17 10:02pm
Generated on Sep 17, 2023
1382 Total Images
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Dataset Split
Train Set 87%
1209Images
Valid Set 8%
115Images
Test Set 4%
58Images
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, 54% Maximum Zoom
Rotation: Between -30° and +30°
Saturation: Between -50% and +50%
Brightness: Between -30% and +30%
Exposure: Between -20% and +20%