Dataset Versions
Versions
v1
2024-06-15 9:46am
Generated on Jun 15, 2024
233 Total Images
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Dataset Split
Train Set 88%
204Images
Valid Set 8%
19Images
Test Set 4%
10Images
Preprocessing
Auto-Orient: Applied
Static Crop: 24-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels