Dataset Versions
Versions
v1
2023-10-11 2:17pm
Generated on Oct 11, 2023
7238 Total Images
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Dataset Split
Train Set 94%
6837Images
Valid Set 4%
265Images
Test Set 2%
136Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 9 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 3% of pixels