v8

2024-04-19 3:58pm

Generated on Apr 19, 2024

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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 87%
1557Images
Valid Set 8%
148Images
Test Set 4%
77Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 256x256

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 1px
Noise: Up to 1.52% of pixels

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