Dataset Versions
v4
2023-06-12 9:11pm
Generated on Jun 12, 2023
5643 Total Images
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Dataset Split
Train Set 87%
4887Images
Valid Set 8%
441Images
Test Set 6%
315Images
Preprocessing
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Tile: 3 rows x 3 columns
Augmentations
Outputs per training example: 3
Hue: Between -25° and +25°
Noise: Up to 1% of pixels
Mosaic: Applied
Bounding Box: Shear: ±21° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -17% and +17%
Bounding Box: Exposure: Between -29% and +29%
Bounding Box: Blur: Up to 3px
