capstone_data Dataset
Versions
v2
test_ver
Generated on Sep 16, 2024
487 Total Images
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Dataset Split
Train Set 87%
426Images
Valid Set 8%
41Images
Test Set 4%
20Images
Preprocessing
Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 0-100% Vertical Region
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -9° and +9°
Shear: ±3° Horizontal, ±3° Vertical
Brightness: Between -20% and +20%