Dataset Versions
v1
2024-05-24 5:45pm
Generated on May 24, 2024
1300 Total Images
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Dataset Split
Train Set 87%
1137Images
Valid Set 8%
109Images
Test Set 4%
54Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Saturation: Between -32% and +32%
Brightness: Between -15% and +15%
Exposure: Between -12% and +12%
Blur: Up to 2.5px
Noise: Up to 0.14% of pixels