This is a sample code that uses the Yolo v2 model to detect people wearing or not wearing helmets.
https://github.com/mathworks/Helmet-detection-using-deep-learning
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Deep learning object detection technology is sometimes used for people detection in images.
People detection are very common in Automated driving system. In addition, it is also used at factories and workplaces.
They check the behavior of worker or if workers wear necessary equipment in hazardous areas.
his file is a sample code that trains an object detection model (Yolo v2) with labeled video data to detect a man wearing or not wearing helmets.
[Keyward]
image processing・Computer vision・Deep Learning・Machine Learning・CNN・Yolo v2・Object detection
Cita come
Takuji Fukumoto (2026). Helmet detection by deep learning (https://github.com/mathworks/Helmet-detection-using-deep-learning/releases/tag/1.0.1), GitHub. Recuperato .
Categorie
Scopri di più su Get Started with Statistics and Machine Learning Toolbox in Help Center e MATLAB Answers
Informazioni generali
Compatibilità della release di MATLAB
- Compatibile con R2019a e release successive
Compatibilità della piattaforma
- Windows
- macOS
- Linux
| Versione | Pubblicato | Note della release | Action |
|---|---|---|---|
| 1.0.1 | See release notes for this release on GitHub: https://github.com/mathworks/Helmet-detection-using-deep-learning/releases/tag/1.0.1 |
||
| 1.0.0 |