Bowling Action Detection Using Smart Sensors

This project will develop a smart sensor-based framework that is capable of detecting recognizing different arm actions in the game of cricket. These actions include different types of bowling styles, deliveries as well as the legality of bowling action. Motion corresponding to the bowling arm a

Project Title

Bowling Action Detection Using Smart Sensors

Project Area of Specialization

Artificial Intelligence

Project Summary

This project will develop a smart sensor-based framework that is capable of detecting recognizing different arm actions in the game of cricket. These actions include different types of bowling styles, deliveries as well as the legality of bowling action.
Motion corresponding to the bowling arm action performed by the user will be captured through a smart wrist sensor. Machine learning classifiers will be trained on different actions by the use of a training set and tested by using the test data. This project can help particularly in coaching a bowler to practice correct and comfortable bowling action in the game of cricket.

Project Objectives

The aim of the project is to develop a bowling action and delivery analysis framework, which is able to identify the bowling action using smart sensors. The objectives of the project are:

1. Identify a list of bowling actions and styles, which need to be identified using smart sensors.
2. Data acquisition of different bowling actions for training the machine learning framework.
3. Develop an understanding of the machine learning framework.
4. Development of an algorithm for classification and analysis of bowling action and delivery.
5. Testing of the developed mechanism on test examples.

Project Implementation Method

Following are implementation methods in a sequential way.

• Brain Storming 
• Data Acquisition
• Feature Extraction
• Training Model
• Testing Model
• Deliverable Project

Benefits of the Project

• Cost effective
• Less time consumption
• Runtime result
• Portable device
• More accuracy
• Remotely accessible
• Easy to use

Technical Details of Final Deliverable

Our deliverable project will be a hardware device like wrist watche that the bowler has to wear on the wrist and forearm. It will deliver the type of bowling action and its validation on run time to the mobile App.

Final Deliverable of the Project

Hardware System

Core Industry

IT

Other Industries

Core Technology

Artificial Intelligence(AI)

Other Technologies

Sustainable Development Goals

Affordable and Clean Energy, Industry, Innovation and Infrastructure

Required Resources

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