Dataset Versions
v1
2023-08-20 10:07am
Generated on Aug 20, 2023
1606 Total Images
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Dataset Split
Train Set 92%
1482Images
Valid Set 4%
62Images
Test Set 4%
62Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -24° and +24°
Hue: Between -49° and +49°
Saturation: Between -31% and +31%
Brightness: Between -41% and +41%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 4 boxes with 18% size each