Dataset Versions

v8

Final version

Generated on Nov 3, 2024

Dataset Split

Train Set 80%
840Images
Valid Set 10%
107Images
Test Set 10%
100Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-77% Horizontal Region, 0-71% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 26% Maximum Zoom
Rotation: Between -17° and +17°
Exposure: Between -15% and +15%

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