Dataset Versions
v2
2024-03-30 4:13pm
Generated on Mar 30, 2024
173 Total Images
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Dataset Split
Train Set 90%
156Images
Valid Set 7%
12Images
Test Set 3%
5Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 5 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Noise: Up to 0.7% of pixels