Dataset Versions

v1

2022-08-10 6:11pm

Generated on Aug 10, 2022

Dataset Split

Train Set 91%
960Images
Valid Set 6%
64Images
Test Set 3%
32Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 2048x2048
Tile: 4 rows x 4 columns

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 5% of pixels

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