Dataset Versions
v2
rooftop_dataset
Generated on Aug 13, 2024
16 Total Images
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Dataset Split
Train Set 94%
15Images
Valid Set 6%
1Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Static Crop: 40-75% Horizontal Region, 39-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -45° and +45°
Saturation: Between -32% and +32%
Brightness: Between -25% and +25%
Blur: Up to 3.2px
Noise: Up to 1.88% of pixels