Dataset Versions

v2

2023-07-19 1:19pm

Generated on Jul 19, 2023

Dataset Split

Train Set 90%
576Images
Valid Set 8%
48Images
Test Set 3%
16Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 4 rows x 4 columns

Augmentations

Outputs per training example: 3
Saturation: Between -45% and +45%
Exposure: Between -25% and +25%
Noise: Up to 7% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Blur: Up to 4.5px

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