Dataset Versions
v1
2023-11-03 2:29am
Generated on Nov 3, 2023
514 Total Images
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Dataset Split
Train Set 88%
450Images
Valid Set 8%
43Images
Test Set 4%
21Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 0-80% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -24° and +24°
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1% of pixels
Cutout: 4 boxes with 2% size each