Zafina Aminuddin

Battery detection

Object Detection

Battery detection Image Dataset

v5

Laptop batteries Trial 4

Generated on Feb 10, 2022

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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 95%
1040Images
Valid Set 4%
41Images
Test Set 2%
19Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -35° and +35°