Home Gesture Control

Gesture Control for Lights and Audio

Problem

DorianSmart Schrammcontrol systems for your smart house.

<Solution

dorian.schramm@edu.pucrs.brThe idea is to develop a user programmable gesture-controlled home system, where people can program their own gestures to control lights, audio, emergency commands and SeaPod steering.

>The system has to be smart enough to recognise users and know their permissions to commands. For example, the owner might want to give SeaPod steering access to a friend thatbut not for kids.

Also, the system has doneto be secure so there’s no data leakage possibilities. 

Prize

• Get credited as a Project Contributor to the Ocean Builders Project
• Turn this into your own entrepreneurial business venture and we will be your first customers and help bring you media attention and customers
• Get Entrepreneurial Business Coaching to start this as a business

 

And here are some workpotential benefits:

• Mass exposure with highly visible project
• Build reputation
• Recognized as an official collaborator/ and/or on gestureGithub
technology
• Get noticed
• Product development experience
• Work on projects you are passionate about
• Get your project built and working in the real world
• Participate in interesting work
• Get grants (maybe partner with someone that wecan couldhelp askwith this or exposure to grant writers)
• Change the world

 

Industry

There are a few gesture-controlled home systems in the market like Single Cue, that lets you control your home media devices with your finger movements and Fibaro Swipe. Unfortunately their reviews are not so good. 

Below, there are listed some open source projects that might be helpful for adviceyour butR&D: 

he

Teachable isn’tMachine veryis availablea web-based tool that you can use to train a computer to recognize your own images, sounds, & poses.

Here you can learn how to make a gesture-controlled Arduino robot using PictoBlox AI’s machine learning feature.

In this video, the developer demonstrates how to build a gesture recognition system and use it to control the media player on the computer. OpenCV + Machine Learning + GUI Automation were used to do this.

Here is a project where Alexa is responding to sign language using webcam and TensorFlow.js

Here you can read an article about how an open source Google sign language AI turns hand gestures into speech.

In this tutorial (see here), you can learn how to build an American Sign Language translator using computer vision and a machine learning model.

MediaPipe Hands is a high-fidelity hand and finger tracking solution. It employs machine learning (ML) to infer 21 3D landmarks of a hand from just a single frame. MediaPipe has also other solutions to detect objects like faces, iris, poses and more.

Information

Repository

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License Requirement

Open Source: Can be used for collaborationprivate or commercial projects

Software: GNU General Public License (GNU GPL V3) here

Non-Software: Creative Commons (CC BY-SA 4.0) here

Project Areas

• Software (ML, AI, Computer Visualization, Neural Network)
• More?

Objectives

First part of the project should be a research on what gestures to use for particular commands. 

The second part of the project is to develop a gesture control system for lights, audio, emergency and steering.

 

Project’s Requirements

Stages and deadlines

Project Start	date
Team Formed	date
Market Research Summary (Report)	date
Project Plan Complete	date
Preliminary Product Design Complete	date
Prototype Development Complete	date
Prototype Evaluation Complete	date
Product Presentation	date
Project Completion	date

 

Project plan should cover the following:

• stages / milestones of a project (not all stages are brought out in a table above)
• activities or tasks in each phase
• task start and end dates
• interdependencies between tasks

Also:

• skills needed
• responsibilities of each team member (identify as many as you can).

Preliminary product design should cover the following:

• production components, raw material
• system block diagram (This diagram specifies each electronic function and how all of the functional components interconnect).
• preliminary Bill of Materials (BOM)
• production cost estimation
• performance 
• features 
• development feasibility 
• manufacturability

 

Product’s requirements

https://docs.google.com/spreadsheets/d/1X7GzTJoPGgzrKe34GE-U0_3xLz8_-9yF66NEi7J3djc/edit#gid=0

 

Basic	Advanced	Feature
		Can you control the audio system?
		Can you control lights?
		Can you control TV?
		Can you control SeaPod steering?
		Can you control functions for emergencies?
		Is it user programmable (users can program their own gestures)?
		Can the system recognize users (visual identity)?
		Can you select who can have access to particular home control functions?
		Can the user create its own gestures?
		Is the data sandboxed to protect privacy?
		Can it recognize gestures at any angle?
		Can it recognize gestures in the dark?
		Can it easily understand users' gestures?
		Is it user friendly to set up?
		Is it more convenient to use than remote control?
		Can I use it in any room?
		Can I use it in any location of the room?

Project video link:

https://www.dropbox.com/s/k2bkf0wsgv4bqri/GestureControl.mp4?dl=0