Awesome Image

Chewing Detection & Analytics using ML (IP)

Industry

Image Processing, AI/ML, Healthcare & Wellness

 

Platform

X86

 

Language:

Python

 

Tools:

TensorFlow

 

Our Offerings:

Embedded Firmware Engineering

Algorithm Development

Embedded Application Development

Embedded Quality Engineering

Overview

 

Unhealthy dietary habits (eating disorders, eating too fast, excessive energy intake, etc.) are major causes of some chronic diseases such as obesity, digestive system disease, and diabetes. Dietary monitoring is necessary and important for patients to break and change their unhealthy diet and eating habits. Proper chewing will help individuals with better digestion.

 

This is our IP, which takes streams from the front face camera and not only detects the chewing but also counts chewing and provides aggregated rate. The Engibrains team developed a chewing algorithm from scratch. Our expertise team collected numerous samples and build a model of training which is tested across multiple scenarios. It is still under improvement and optimization

Engibrains’ Role

 

Embedded SW Service

 – SW Architecture & Design

 – Driver development

 – Application firmware development

 – PC based application development

Embedded Quality Services

 – Define the Test plan

 – Identify the test cases

 – Test case execution across multiple test cycle

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