3d FDM

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3d FDM Fault Detection

Object Detection

3d FDM Fault Detection Image Dataset

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Versions
2022-11-18 5:25am
v1
Nov 17, 2022
v1

2022-11-18 5:25am

Generated on Nov 17, 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
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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614 Total Images

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Dataset Split

Train Set 87%
537Images
Valid Set 8%
51Images
Test Set 4%
26Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Brightness: Between -25% and +25%