Machine Learning Based Kids trainer

In terms of human development, the importance of early childhood education can?t be overstated. A child?s early years are the foundation for his or her future development, providing a strong base for lifelong learning abilities. Early childhood education is an essential building block of a child?s f

Project Title

Machine Learning Based Kids trainer

Project Area of Specialization

Artificial Intelligence

Project Summary

In terms of human development, the importance of early childhood education can’t be overstated. A child’s early years are the foundation for his or her future development, providing a strong base for lifelong learning abilities. Early childhood education is an essential building block of a child’s future success. This causes burden on parents and teachers. In this project, our aim is to build a trainer which will be an educational companion using machine learning that will encourage early childhood education by teaching them to interact and be active and creative in an enjoyable way as such trainers are not locally available in our country.

Project Objectives

Our main objectives are:

• To build a system that will help students in educational field.
• To build a system which will be readily available at very low cost and with a high performance.
• System should be able to recognize the input and then perform the particular task accordingly.

Project Implementation Method

We have to gather a large dataset for that we have use audacity in order to record the audios by ourselves. Then we have to do some processing on it in order to remove the background noise. Then we have to apply some algorithm on it  like of basic mathematic operations. After that we have to train our model for that purpose we have to apply different training techniques and in the end we got our trained model. Then we will do its testing and validation. Once the model is trained the kid will say like 2+2=5 a buzer will start, which tells that the answer is wrong then again the kid will gave the answer if its correct then it will move to the next and so forth

Benefits of the Project

The benefits of the project are as follows

• To reduce the burden of teachers and the parents.
• To make students learn faster and perform better.
• Less number of teachers in Pakistan. As a school or any institution allots one teacher for a good number of students, and these students can be very different in their personalities, and the weaknesses and the strengths of these students are different. But it is not possible for a teacher to understand them all while focusing for the course so our trainer will help those students to learn in an efficient way.
• To help disabled kids.
• To help students in learning who can’t go to school due some  circumstances or due to serious illness example cancer or covid-19 etc.
• Leaning at one’s ease and in own pace is the most scientific method of learning, rather than pushing the students to learn something in an allotted time, as every student has their own ability to grasp something. This factor gets denied in our education system. But when there will be the option for ‘a teacher for each student’ and the teacher (A. I. and M.L.) will be most patient to deal with the need and ability of each student, study will never be a nightmare for the kids.

Technical Details of Final Deliverable

The kid will say something in the mic. The trainer will recognize the sound and do some processing in order to filter the sound. After the sound filtering the input i-e sound will move towards our trained model and the train model will generate the desired results and then depending upon those results the required actions will be perform with the help of the actuators.

Final Deliverable of the Project

HW/SW integrated system

Core Industry

Education

Other Industries

Core Technology

Artificial Intelligence(AI)

Other Technologies

Sustainable Development Goals

Quality Education

Required Resources

If you need this project, please contact me on contact@adikhanofficial.com