Dataset Versions

v16

gun dataset_apr_12_22

Generated on Apr 12, 2022

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Pascal VOC XML
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Dataset Split

Train Set 77%
1491Images
Valid Set 12%
225Images
Test Set 11%
214Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 0.25px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each