Dataset Versions
Versions
v1
2023-03-28 3:15pm
Generated on Mar 28, 2023
1476 Total Images
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Dataset Split
Train Set 88%
1293Images
Valid Set 8%
124Images
Test Set 4%
59Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each