Dataset Versions
v2
2024-10-06 6:23am
Generated on Oct 6, 2024
258 Total Images
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Dataset Split
Train Set 87%
225Images
Valid Set %
0Images
Test Set 13%
33Images
Preprocessing
Auto-Orient: Applied
Static Crop: 40-75% Horizontal Region, 31-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Mosaic: Applied