This Alert system monitors and counts number of people passing by or standing in an area. It also alert with the sound when camera detects more than maximum number of people defined. This project can be one of the solutions to fight Covid-19 by maintaining social distancing, avoiding people gatherings and can be useful for Authorities to monitor areas from a Surveillance system.
See project -
This system is based on NVIDIA Jetson Nano and uses Computer vision, Deep Neural Networks to detect humans. Here, pre- trained COCO model ssdlite_mobilenet_v2_coco is used.
NVIDIA Jetson nano
JetPack 4.3
OpenCV 4.1.0
Tensorflow 2.0.0
1- ssdlite_mobilenet_v2_coco_2018_05_09 - pre-trained tensorflow model
2- Beep-mp3.mp3 - Alert sound file
3- people_counter_alert.py - Alert system code