Dataset Versions
v3
2024-02-08 10:41am
Generated on Feb 8, 2024
247 Total Images
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Dataset Split
Train Set 68%
168Images
Valid Set 10%
25Images
Test Set 22%
54Images
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%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels