Dataset Versions
v3
2023-11-07 2:59pm
Generated on Nov 7, 2023
426244 Total Images
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Dataset Split
Train Set 92%
392580Images
Valid Set 5%
22424Images
Test Set 3%
11240Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 5
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 1.75px
Cutout: 6 boxes with 10% size each