Dataset Versions
v2
2024-08-19 1:23pm
Generated on Aug 19, 2024
7844 Total Images
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Dataset Split
Train Set 97%
7620Images
Valid Set 2%
193Images
Test Set 0%
31Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1.2px
Noise: Up to 1.92% of pixels