Dataset Versions
v11
2023-11-25 5:49pm
Generated on Nov 25, 2023
1474 Total Images
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Dataset Split
Train Set 98%
1443Images
Valid Set 2%
27Images
Test Set 0%
4Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 2 remapped, 0 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±9° Horizontal, ±10° Vertical
Saturation: Between -6% and +6%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 2% of pixels
Bounding Box: Blur: Up to 2.5px