License-Plate-Recognition (Auto Nation CV Challenge)

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  License Plate Detection

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  Motion Detection Model

License-Plate-Recognition

ShellHacks2020: Auto Nation challenge. Camera to Model to Twilio bot for License Plate detection. everything is open source here.

-- For specifications on running the models and for more datasets: http://www.inf.ufrgs.br/~crjung/alpr-datasets/

-- Flask frontend with camera uses either motion detection or deterministic script to capture frames from the video feed, and send them via bytestream over the cloud to a separate google cloud computing instance handling the computer vision model for license plate recognition.

-- The Model send an object with the contained License plate No.'s back, and flask then interfaces with the database to lookup the customer of the license plate.

-- We use a mock SQLite3 database to hold information in two related tables, one with customers and one with service appointments.

-- We use Twilio API to text users and/or Service Assistants to notify about arrivals.

--Leverage serverless google cloud infrastructure

Built With

• flask
• google-app-engine
• google-cloud
• python
• shell
• tensorflow
• twilio