Dataset Versions

v6

2024-09-30 8:24am

Generated on Sep 30, 2024

Dataset Split

Train Set 97%
1080Images
Valid Set 2%
22Images
Test Set 1%
9Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 3% of images
Hue: Between -22° and +22°
Saturation: Between -17% and +17%
Brightness: Between -14% and +14%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels

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