Dataset Versions
Versions
v1
2024-12-08 3:55pm
Generated on Dec 8, 2024
4248 Total Images
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Dataset Split
Train Set 88%
3717Images
Valid Set 4%
177Images
Test Set 8%
354Images
Preprocessing
Auto-Orient: Applied
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
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%