Dataset Versions
v3
2022-10-24 11:57am
Generated on Oct 24, 2022
4428 Total Images
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Dataset Split
Train Set 87%
3864Images
Valid Set 8%
364Images
Test Set 5%
200Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 416x416
Grayscale: Applied
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -25% and +25%
Blur: Up to 10px