dl

plug_detect 2

Object Detection

plug_detect 2 Image Dataset

v4

2024-06-28 6:37am

Generated on Jun 28, 2024

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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
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 99%
816Images
Valid Set 0%
3Images
Test Set 0%
2Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Cutout: 3 boxes with 10% size each
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom