Dataset Versions
Versions
v1
2023-09-05 10:03pm
Generated on Sep 6, 2023
3900 Total Images
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Dataset Split
Train Set 92%
3600Images
Valid Set 8%
300Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Exposure: Between -35% and +35%
Blur: Up to 2px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 25% size each