Dataset Versions

v4

Augmented Data Fixed

Generated on Jul 18, 2023

Dataset Split

Train Set 90%
1935Images
Valid Set 6%
135Images
Test Set 4%
86Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

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

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