https://github.com/gangula-karthik/license-plate-detection

Simply upload an image, and we'll work our AI magic to detect those license plate numbers in no time using FastAPI 🔍✨
https://github.com/gangula-karthik/license-plate-detection

fastapi python yolov8

Last synced: 1 day ago
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Simply upload an image, and we'll work our AI magic to detect those license plate numbers in no time using FastAPI 🔍✨

• Host: GitHub
• URL: https://github.com/gangula-karthik/license-plate-detection
• Owner: gangula-karthik
• Created: 2024-05-13T07:08:02.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-05-14T14:32:59.000Z (7 months ago)
• Last Synced: 2024-11-05T11:37:24.809Z (about 2 months ago)
• Topics: fastapi, python, yolov8
• Language: Python
• Homepage:
• Size: 22 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# LICENSE PLATE DETECTION 🚘

Created a fastapi API endpoint to detect license plate numbers. To try it out simply run 

1. `pip install -r requirements.txt `

2. `uvicorn main:app --reload`

3. Go to the `\docs` page to test it out by upload the images from the test_images folder (or your own images !)

**Additional tips:**

1. If you run into issues when loading the model, **ahem** more specifically this one:`ImportError: libGL.so.1: cannot open shared object file: No such file or directory`

Then you can try doing this: 

- as the root user run the below command (`su root` to swap into root)

- `apt-get update && apt-get install libgl1`

*Credits to Jun Ming for providing the model training code*