Dataset Versions
v4
2023-12-23 1:16am
Generated on Dec 23, 2023
1352 Total Images
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Dataset Split
Train Set 98%
1320Images
Valid Set 2%
30Images
Test Set 0%
2Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -28% and +28%
Blur: Up to 1px
Noise: Up to 4% of pixels