Pose Detection Using AI/ML

Aug–Nov 2021

What does the word “pose” mean? It means different things to different people. There is a range of poses that exist such as sitting, standing, sleeping, or running. These are referred to as the basic poses. They are all present in every person at some point during their lifetime. Pose detection is a new and emerging field in computer vision research aiming to automatically detect human poses from images. The idea behind pose detection is to identify what a person is doing based on their series of poses and extract specific information from this activity.

OBJECTIVE

The client wanted to develop an AI/ML-powered dance learning application. The objective of this application is for to dance teacher to record the dance steps and provide feedback through a display. The application also enables the dancer to receive data such as calories burned, heart rate, and muscle strength. This will help dancers to make more informed decisions about their routines.

APPROACH

We implemented real-time object detection in our application. To do this, we used a deep learning library called “Open Pose”. The deep learning library has an API that is easy to use and can be trained on any image. This means you can detect anything in seconds without having to download the image or train your own models. With the help of a phone, the dance teacher was able to record the students’ steps and display them in real-time. They are then able to make sure that their students are showing up at practice on time and make sure the poses are perfectly executed.

IMPACT

The client was able to sustain the business even in the tough times of COVID by building on sales and a customer base. The company was able to create better customer service initiatives, which increased sales as well as customer retention. With AI/ML, they were able to create a system learning and adapting. This enabled them to create a system to learn from their mistakes, rather than being set in stone and programmed the same way every time.

%

New Customers

%

Sales Increase

%

Customers Retention

Our Work

Discover our work that attests to every commitment we make. We create products of unmatched quality and use cutting-edge technologies to offer solutions to clients at par with their expectations.

samsung01

Samsung


A multinational conglomerate running sales network in more than 174 countries worldwide.
||

Android
iOS
undp-final

United Nations Development Programme

Founded in 1965, UNDP is now a global development network of the United Nations with a mandate to instill sustainable development goals.
||

AndroidiOS
whirlpool

Whirlpool


Whirlpool is the world’s leading manufacturer of home and kitchen appliances, with more than 57 manufacturing and technology research centers globally.
||

CloudCMS
Hero03

Hero

World’s largest two-wheeler manufacturer, developing motorcycles and scooters for people across the globe.
||

AndroidiOSLead management
silverback

Silverback Hosts

Perfecting an app & website for Las Vegas biggest VIP services providing platform.
||

AndroidiOSweb App

Let's Brainstorm Ideas Together

Tell us and we will build the right solution for your needs.

Turn your dreams into reality with us!

Please fill in the details below to talk to our expert and discuss your project.