Dataset Versions
v4
2023-05-23 3:49pm
Generated on May 23, 2023
2819 Total Images
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Dataset Split
Train Set 85%
2391Images
Valid Set 8%
218Images
Test Set 7%
210Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 3 remapped, 4 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -27° and +27°
Shear: ±36° Horizontal, ±2° Vertical