Dataset Versions

v14

w_null_houses

Generated on Oct 21, 2023

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Pascal VOC XML
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Dataset Split

Train Set 86%
165Images
Valid Set 8%
15Images
Test Set 6%
11Images

Preprocessing

Static Crop: 0-100% Horizontal Region, 19-100% 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, 20% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 1.25px
Mosaic: Applied