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De-queue Delays

Hemshree Madaan

Hemshree Madaan

New Delhi, Delhi

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It is a project based on application development and machine learning that is used to provde queue anaytics data on a mobile application so that it can prevent delays at the ticket counters of railway station/ airports/ parking areas. ...learn more

Project status: Concept

Mobile

Intel Technologies
BigDL, AI DevCloud / Xeon

Overview / Usage

Each one of us face problems due to lack of queue management and huge queues at railway stations/airport takes a lot of time. The idea is to avoid this problem of waiting for so long. So, a CCTV camera that is there on the railway/station is connected via the application and behind that the ML model is working and it gives the analytics of the data which is displayed on the application

Methodology / Approach

The application uses REST APIs and the machine learning model using various regression and other models processes the information that has been received via the camera. The ML model is responsible for plotting graphs which are displayed on the application. We can also notify the user about counter and at the admin end we can also perform staff management of the company.

Technologies Used

  1. Android/Flutter/React Native

  2. Machine Learning

  3. Deep learning

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