ultralytics / hub

Ultralytics HUB tutorials and support
https://hub.ultralytics.com
GNU Affero General Public License v3.0
138 stars 14 forks source link

Meraki Mv Camera to PPE Detaction #883

Open vijayakumar-vnxt opened 1 month ago

vijayakumar-vnxt commented 1 month ago

Search before asking

Description

We need People PPE Detection and Vachel Number plate detection with alert Notification .

Use case

PPE Detection and Vachel Number plate detection with alert Notification.

Additional

No response

pderrenger commented 1 month ago

@vijayakumar-vnxt hello!

Thanks for reaching out. For your project involving PPE detection and vehicle number plate detection with alert notifications, you can leverage Ultralytics' YOLO models, which are well-suited for object detection tasks.

Here's a general approach you might consider:

  1. PPE Detection: You can use a pre-trained YOLO model and fine-tune it on a dataset specific to PPE detection. This will help in identifying various safety equipment like helmets, vests, etc.

  2. Vehicle Number Plate Detection: Similarly, you can train a YOLO model to detect number plates. You might need to use Optical Character Recognition (OCR) tools to read the numbers from the detected plates.

  3. Alert Notifications: Once detection is set up, you can integrate a notification system using services like Twilio or email alerts to notify when specific conditions are met.

To get started, you can explore the Ultralytics HUB for model training and deployment. For more detailed guidance, check out our iOS app documentation.

If you encounter any issues, ensure you're using the latest versions of the packages, and feel free to report any bugs you find.

Good luck with your project! 😊

If you have further questions, feel free to ask.