Dataset Versions
Versions
v1
Step2_v1.2
Generated on Jan 28, 2023
3253 Total Images
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Dataset Split
Train Set 94%
3066Images
Valid Set 4%
124Images
Test Set 2%
63Images
Preprocessing
Resize: Stretch to 1280x1280
Augmentations
Outputs per training example: 7
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels
Cutout: 5 boxes with 10% size each