Dataset Versions

v10

2023-07-25 1:32pm

Generated on Jul 25, 2023

Dataset Split

Train Set 94%
280Images
Valid Set 4%
12Images
Test Set 2%
6Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 7
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 63% Maximum Zoom
Rotation: Between -19° and +19°
Shear: ±14° Horizontal, ±13° Vertical
Hue: Between -31° and +31°
Saturation: Between -41% and +41%
Brightness: Between -38% and +38%
Exposure: Between -12% and +12%
Blur: Up to 1px
Noise: Up to 2% of pixels

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