robovision

AI and machine leaning-based computer vision for a robot

Motivation

Surveillance cameras are passive, they need humans to watch the footage caputered by them and to make decisions or take actions. Robovision is a smart, trained, machine learning, AI based system which can see, make decisions, listen and speak.

Features

• Face detection from an image using Haar cascade classifier
• Eyes detection from an image using cascade classifiers.
• Command line tool (under development) for various image processing features.
• Auto mark attendance of an employee with AI camera software.
• Neo - a well trained speaking robot.

A Quick Video Demo

Dependencies

• PyQt5
• Opencv 3.4.x

Setup/Installation

• Use python 3.x
• pip install -r requirements.py
• Use run.sh to run the application
• Dont hesitate to report the bugs and issues you face !

Coming soon...

• Robot Neo that will be monitoring all acitvties in app.
• The Neo will talk or chat with you.
• Neo will accept your audio commands.
• Iris identification.
• Office code of conduct compliance checks eg. check if an employee is talking on phone, when it is not allowed in office.
• Talk to users for several actions, eg. greeting Good Morning when an employee enters an office.
• On the fly train itself to identify, new comers in the office.

Some screenshots