Dataset Versions
Versions
v1
2023-09-11 8:37pm
Generated on Sep 11, 2023
16497 Total Images
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Dataset Split
Train Set 92%
15228Images
Valid Set 4%
649Images
Test Set 4%
620Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Noise: Up to 6% of pixels
Cutout: 3 boxes with 18% size each