Smart Queue Monitoring System

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

Course Objective: Broader course objective for choosing the right hardware

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