Dataset Versions
v2
2024-01-21 3:03pm
Generated on Jan 21, 2024
630 Total Images
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Dataset Split
Train Set 100%
630Images
Valid Set %
0Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Saturation: Between -30% and +30%
Blur: Up to 4px
Noise: Up to 0.5% of pixels
Cutout: 3 boxes with 15% size each
Mosaic: Applied
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Noise: Up to 1.01% of pixels