markings Dataset
Versions
v1
2021-09-10 7:15pm
Generated on Sep 11, 2021
7707 Total Images
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Dataset Split
Train Set 88%
6744Images
Valid Set 8%
642Images
Test Set 4%
321Images
Preprocessing
Static Crop: 0-75% Horizontal Region, 49-100% Vertical Region
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Exposure: Between -20% and +20%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 8% size each