Dataset Versions
Versions
v1
2024-07-01 7:37pm
Generated on Jul 1, 2024
1293 Total Images
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Dataset Split
Train Set 87%
1131Images
Valid Set 8%
108Images
Test Set 4%
54Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.3% of pixels