Dataset Versions
Versions
v1
Step2_v1.2
Generated on Jan 27, 2023
1917 Total Images
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Dataset Split
Train Set 92%
1765Images
Valid Set 5%
101Images
Test Set 3%
51Images
Preprocessing
Resize: Stretch to 1280x1280
Augmentations
Outputs per training example: 5
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