edsonmsantos/yolnp

Yolnp is a project based in YOLO to detect plates

YOLNP - You Only Look Number Plates

Buy me a coffee :D -> https://www.buymeacoffee.com/guiflayrom

YOLNP - You Only Look Number Plates - It is a full stack project created, idealized, designed, codified by the owner of this repository. YOLNP was my first project since I decided to create my Github account. It was started in 2020, when I was 15 years old, and finally finished it now at my 18 years old, so I have a fondness for everything it has been through, and now it's time to leave it opensource ;)

YOLNP was developed with the intention of being useful for personal surveillance and data science for physical companies that are located on highways.

Screens

Dashboard

All Plates Detected

Alerts Configuration

Real Time

Functionalities

• Process local videos and rtsp streams
• Start and stop the ALPR through requests located in a flask server
• Share a stream of image that is being processed
• Detect plates in your personal alerts list
• Check recurrenting plates
• View the plate picture when detected
• Run ALPR in Threading system
• Calculate median duration of plate in recorded videos
• Alert stealed cars by consulting (deprecated)
• Estimate median price of cars (deprecated)
• Get origin city of plate (deprecated)

Technologies

• CVA -> PaddleOCR, Tensorflow, Keras, OpenCV, Flask, Numpy...
• SERVER -> DRF, JWT, CORS..
• CLIENT -> Nuxt.js, Axios, Vuex, Vuex-Localstorage...