Masters

Masters_PPE

Object Detection

Masters_PPE Image Dataset

v10

2022-06-21 2:44pm

Generated on Jun 21, 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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Dataset Split

Train Set 71%
1377Images
Valid Set 22%
427Images
Test Set 8%
147Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 8 remapped, 1 dropped

Augmentations

No augmentations were applied.
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2273 images
PPE
helmet
4465 images
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9540 images
Gloves-Shoe-Helmet-Vest-helmet-head-person
7355 images