Dataset Versions
Versions
v1
2022-12-31 3:44pm
Generated on Dec 31, 2022
3845 Total Images
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Dataset Split
Train Set 83%
3210Images
Valid Set 1%
55Images
Test Set 15%
580Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 10px
Cutout: 10 boxes with 10% size each