Dataset Versions
Versions
v1
2024-08-19 9-33pm
Generated on Aug 19, 2024
576 Total Images
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Dataset Split
Train Set 88%
504Images
Valid Set %
0Images
Test Set 13%
72Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 2.24% of pixels
Cutout: 5 boxes with 16% size each
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise