Dataset Versions

v5

2023-07-11 12:25pm

Generated on Jul 11, 2023

Dataset Split

Train Set 90%
495Images
Valid Set 7%
36Images
Test Set 3%
18Images

Preprocessing

Resize: Stretch to 1920x1080
Tile: 3 rows x 3 columns

Augmentations

Outputs per training example: 5
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -23° and +23°
Shear: ±14° Horizontal, ±13° Vertical
Hue: Between -36° and +36°
Saturation: Between -41% and +41%
Brightness: Between -38% and +38%
Exposure: Between -12% and +12%
Blur: Up to 1.25px
Noise: Up to 2% of pixels

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