Project Details-Video

Abstract: A smart queuing system is a system that can guide people (in a retail or public transportation setting) towards queues with the least waiting time to reduce congestion.

Project Structure

Task 1: Proposal Submission

• Proposal Retail Sector: Link
  • Real-World Scenarios: Most of them will not come from a hardware/electronics background

  • The proposal indicates the important requirements of each sector. It consists of the following:

    1- Power Requirements

    2- Space Requirements

    3- Economic Constraints

    4- Queue Parameters​

• ​Solution Retail Sector: Link

Task-1-Completion Checklist

Project Build and Setup

Project Setup

• Video file for each sector is provided to them, they have to directly use it in the model file
• Model- You can use the person-detection-retail-0013 model for identifying the people
• Link to Model file- for starter-here
• Queue Parameters
  • Coordinates of the Video given to them
  • And they have to use the parameters from their proposals from task1
• Model Solution file-here

Course Objective: The student will be able to use the OpenVino toolkit to download the model files

Task-2

Deployment of the Model- Task3

• Course Objective: The student will be able to segregate their workload onto different hardware accelerators.
• The students will be able to run correct precision models on different hardware sets
• The student will be able to decide on the merits and demerits of each hardware and choose the right hardware for their application.

• Use of DevCloud for deployment on
  • CPU
  • GPU
• For Deployment on VPU
  • Intel NCS2 stick used
  • But what will the students do?
• FPGA Deployment not done since
  • Versioning problem present on the Devcloud
  • Do not have access to actual FPGA hardware
• Demo

Deployment of the Model- Task3

Demo- Retail Sector

Checklist for Task 3

Demos for other sectors- Manufacturing- FPGA

Demos for other sectors- Transportation

ReadMe File- Walkthrough- Link

FPGA Issues