Nomi ka project Dataset

v7

2024-06-05 1:13am

Generated on Jun 4, 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 89%
405Images
Valid Set 7%
30Images
Test Set 4%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
PPE
PPE
safe-ENNy
90 images
safe-unsafe-nojackat-nohelment
86 images
nojacket-jacket
126 images