Dataset Versions
Versions
v1
cardboard_box_auf
Generated on Apr 17, 2022
15921 Total Images
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Dataset Split
Train Set 87%
13881Images
Valid Set 8%
1351Images
Test Set 4%
689Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 1.25px
Noise: Up to 7% of pixels