Skip to content

OshanJayawardana/object-detection-tracking-on-convey-belt

Repository files navigation

Detecting and Tracking Moving Objects on a Convey Belt

In this project I have implemented an object detecting and tracking algorithm using computer vision techniques. Algorithm is able to count nuts on a moving convey belt.

Convey Belt Video Stream

convey belt

I have used Contour Analysis to detect and track nuts on the convey belt. Additionaly I have also discussed about the Connected Component Analysis. You can experiment with code by running the Jupyter Notebook cells in main.ipynb. When video stream of the convey belt is fed, algorithm is able to detect each nut on the convey belt, number each nut, and display the nut number and its' coordinates on the screen.

Dependencies

  • python 3.8
  • opencv
  • numpy
  • matplotlib

Output

object detected video

About

Detecting nuts on a moving conveyor belt

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published