Dataset Versions
v1
2023-05-01 5:54pm
Generated on May 2, 2023
8560 Total Images
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Dataset Split
Train Set 97%
8274Images
Valid Set 2%
197Images
Test Set 1%
89Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2.5px
Noise: Up to 5% of pixels