Coder-RG / Vehicle_surveillance

All the necessary code related to major project.

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Vehicle Surveillance

Computer Vision is used to detect and localise the number plates in the camera feed. The retrieved plates are then further processed to retrieve their text.

Processing pipeline

  • Each Frame in the input video is saved into a directory.
  • Then each frame is processed with the pre trained ML model to retrive the number plates.
  • Next, these retrieved plates are further processed by an online OCR retrieval tool API.
  • The retrieved text is then matched against a missing vehicle database.
  • If there is a hit, then the plate is displayed in the front end.

Snapshots

Snip 1

Snip 2

The above snapshots are from a PPT designed for University grading purpose.

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All the necessary code related to major project.


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Language:Jupyter Notebook 98.5%Language:Python 1.5%