Ilya Kochurov

Helmet Dataset

Object Detection

Helmet Dataset Image Dataset

v1

Helmet Dataset v1

Generated on Apr 2, 2022

Popular Download Formats

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 87%
8445Images
Valid Set 9%
874Images
Test Set 4%
437Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Hardhat
9844 images
hard-hat
4750 images
5N
person-head-safety-helmet
5009 images
helmets
5000 images