Dataset Versions

v4

2023-04-14 11:50am

Generated on Apr 14, 2023

Dataset Split

Train Set 88%
1779Images
Valid Set 8%
169Images
Test Set 4%
85Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -20% and +20%

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