router

router detection

Object Detection

router detection Image Dataset

v13

router-cable

Generated on Jul 18, 2022

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
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Dataset Split

Train Set 92%
669Images
Valid Set 5%
33Images
Test Set 4%
26Images

Preprocessing

Resize: Fit within 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -27° and +27°
Shear: ±10° Horizontal, ±7° Vertical