Projects / Local Chapter Challenge

AI Powered Workouts Using Machine Learning

Challenge Started!

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This Omdena Local Chapter Challenge runs for 6 weeks and is a unique experience to try and grow your skills in a collaborative and safe environment with a diverse mix of people from all over the world.

You will work on solving a local problem, initiated by the Omdena Singapore, Singapore Chapter, and Omdena Singapore Chapter

The problem

AI-powered workouts can be beneficial in Singapore for a variety of reasons. Some possible benefits include:

  • Personalized fitness plans: AI-powered workouts can use machine learning algorithms to analyze an individual’s fitness goals, physical abilities, and preferences to create personalized fitness plans that are tailored to their specific needs. This can help people achieve their fitness goals more efficiently and effectively.
  • Convenience: AI-powered workouts can be accessed anytime, anywhere, using a smartphone or other device. This makes it easy for people to fit exercise into their busy schedules and eliminates the need to travel to a gym or other fitness facility.
  • Motivation: Some AI-powered workouts use gamification techniques to make exercise more fun and engaging, which can help people stay motivated to continue exercising over the long term.
  • Improved safety: In the current COVID-19 pandemic, AI-powered workouts can be a safer alternative to traditional in-person workouts, as they allow people to exercise in their own homes or other private spaces.

Overall, AI-powered workouts can be an effective and convenient way for people in Singapore to achieve their fitness goals and maintain good physical health.

The goals

  • Source for train datasets.
  • Carryout data preprocessing
  • Develop a Pose Detection Model
  • Test and Fine-tune the Model
  • Develop a web application or mobile app to be used by individuals

Why join? The uniqueness of Omdena Local Chapter Challenges

Omdena Local Chapter Challenges are not a competition or hackathon but a real-world project that will grow your experience to a new level.

A unique learning experience with the potential to make an impact through the outcome of the project. You will go through an entire data science project lifecycle. This covers problem scoping, data collection, and preparation, as well as modeling for deployment.

And the best part is that you will join the global and collaborative community of Omdena with tons of benefits to accelerate your career.

Read more on how Omdena´s Local Chapters work

First Omdena Local Chapter Challenge?

Beginner-friendly, but also welcomes experts



Duration: 4 to 8 weeks

Your Benefits

Address a significant real-world problem with your skills

Build your project portfolio

Access paid projects (as an Omdena Top Talent)

Get hired at top organizations


Good English

Suitable for AI/ Data Science beginners but also more senior collaborators

Learning mindset

This challenge is hosted with our friends at

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