Dataset Versions

v2

2023-01-04 3:45pm

Generated on Jan 4, 2023

Dataset Split

Train Set 86%
468Images
Valid Set 7%
40Images
Test Set 7%
36Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x1280
Tile: 1 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -14° and +14°
Grayscale: Apply to 23% of images
Hue: Between -148° and +148°
Saturation: Between -81% and +81%
Brightness: Between -27% and +27%
Blur: Up to 2px
Noise: Up to 9% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: Shear: ±7° Horizontal, ±8° Vertical

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