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Capstone Design Defect

Object Detection

Capstone Design Defect Image Dataset

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Versions
2023-07-10 5:58pm
v3
Jul 10, 2023
2023-07-05 6:20pm
v2
Jul 5, 2023
v3

2023-07-10 5:58pm

Generated on Jul 10, 2023
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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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2120 Total Images

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Dataset Split

Train Set 75%
1590Images
Valid Set 13%
265Images
Test Set 13%
265Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 960x960

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°