A Software Application to Predict Autism Spectrum Disorder Based on Machine Learning
Autism is a lifelong developmental disability that affects how people perceive the world and interact with others. Research shows that early intervention leads to positive outcomes later in life for people with autism. Early intervention can change a life. Developing software based application while
Project Title
A Software Application to Predict Autism Spectrum Disorder Based on Machine Learning
Project Area of Specialization
Project Summary
Autism is a lifelong developmental disability that affects how people perceive the world and interact with others. Research shows that early intervention leads to positive outcomes later in life for people with autism. Early intervention can change a life. Developing software based application while considering the previous software system in mind and then introducing a whole new concept to help autistic person is our priority. This product not only provides security to an autistic person but also ensure his/her parents and doctor that in any critical condition they can provide help on time.
Project Objectives
The objective is to develop a machine learning model along with software application for early prediction of Autism spectrum disorder efficiently on the basis of stress recorded at real time from wearable band consisting of temperature, pulse sensor and skin conductance.
Project Implementation Method
Proposed implementation consist of two parts
- Predicting ASD using machine learning algorithms on stress reading recorded from autistic person using designed wearable device and then mapping the reading with dataset
- Developing a software application to assist wearable device for autistic children.
Benefits of the Project
Help autistic person to interact with society and not feeling leftover
Technical Details of Final Deliverable
Prediction on Google Colab
Android application which will provide learning environment to autistic person
Final Deliverable of the Project
Core Industry
Other Industries
Core Technology
Other Technologies
Sustainable Development Goals
Required Resources
| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| DHT11 Temperature Sensor | Equipment | 1 | 180 | 180 |
| Pulse Sensor | Equipment | 1 | 480 | 480 |
| WROOM ESP32 | Equipment | 1 | 1000 | 1000 |
| Grove GSR | Equipment | 1 | 2770 | 2770 |
| Female to Female Jumper wire | Equipment | 20 | 8 | 160 |
| Total in (Rs) | 4590 |
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