Dataset Versions
v4
2023-04-21 11:06pm
Generated on Apr 21, 2023
3720 Total Images
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Dataset Split
Train Set 93%
3444Images
Valid Set 4%
142Images
Test Set 4%
134Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical