Dataset Versions
v8
2023-09-26 2:51am
Generated on Sep 25, 2023
2263 Total Images
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Dataset Split
Train Set 87%
1980Images
Valid Set 8%
189Images
Test Set 4%
94Images
Preprocessing
Resize: Stretch to 680x480
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Shear: ±35° Horizontal, ±0° Vertical
Blur: Up to 3px
Noise: Up to 10% of pixels
Cutout: 25 boxes with 10% size each
Mosaic: Applied
Bounding Box: Shear: ±30° Horizontal, ±0° Vertical
Bounding Box: Blur: Up to 19px
Bounding Box: Noise: Up to 5% of pixels