Dataset Versions
v3
2023-11-22 9:45pm
Generated on Nov 22, 2023
754 Total Images
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Dataset Split
Train Set 96%
726Images
Valid Set %
0Images
Test Set 4%
28Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 20 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Blur: Up to 0.25px
Noise: Up to 5% of pixels