This project proposes a camera vision based cursor control system, using hand moment captured from a webcam through a landmarks of hand by using Mideapipe module

Overview

virtual-mouse-using-Hand

This project proposes a camera vision based cursor control system, using hand moment captured from a webcam through a landmarks of hand by using Mideapipe module

Work FLow or Algorithms

  1. Find hand land marks
  2. Get the tip of the index and middle fingure
  3. check which fingers are up
  4. only Index Finger : Moving Mode
  5. convert Coordinates
  6. smoothen Values
  7. Move House
  8. Both Index and Middle finger are up: Clicking Mode
  9. find the distance Between finger
  10. Click mouse if Distance
  11. Frame Rate
  12. display

How to Run?

  1. Copy this project to your local system
  2. Create New Virtual Environment by using python -m venv env in your cmd Note: Commend Line Will be same folder.
  3. Activate that Environment by using env\Scripts\activate
  4. Now Run our python code python main.py.

Needed packages

  1. absl-py==1.0.0
  2. attrs==21.4.0
  3. autopy==4.0.0
  4. cycler==0.11.0
  5. fonttools==4.29.1
  6. kiwisolver==1.3.2
  7. matplotlib==3.5.1
  8. mediapipe==0.8.9.1
  9. numpy==1.21.5
  10. opencv-contrib-python==4.5.5.62
  11. packaging==21.3
  12. Pillow==9.0.0
  13. protobuf==3.19.4
  14. pyparsing==3.0.7
  15. python-dateutil==2.8.2
  16. six==1.16.0

Thank You

Owner
Chandru
Working as Junior Data Scientist at SD Pro Solutions.
Chandru
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