Dataset Versions
Versions
v1
2023-07-19 8:44pm
Generated on Jul 19, 2023
3301 Total Images
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Dataset Split
Train Set 88%
2892Images
Valid Set 8%
274Images
Test Set 4%
135Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -17% and +17%
Exposure: Between -6% and +6%