Dataset Versions
v1
2023-08-01 12:02pm
Generated on Aug 1, 2023
1382 Total Images
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Dataset Split
Train Set 88%
1215Images
Valid Set 8%
112Images
Test Set 4%
55Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Blur: Up to 1.5px
Noise: Up to 1% of pixels