Numafa

Crate detection

Object Detection

Crate detection Image Dataset

v5

2023-03-27 12:58pm

Generated on Mar 27, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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Dataset Split

Train Set 86%
144Images
Valid Set 8%
13Images
Test Set 6%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±20° Horizontal, ±20° Vertical
Hue: Between -180° and +180°
Cutout: 5 boxes with 20% size each
damage-types
171 images
damage-dsq0
86 images
damage
55 images