Fitness program for Older Adults using ML & AI Tech

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This project is featured in IndiaAI - National knowledge portal of Artificial Intelligence. It stands to unite and promote collaborations with various entities in India’s AI ecosystem and research organisations. Click here to view!

AI Aerobics

Created by SPACE10, AI Aerobics is a human-computer interaction (HCI) platform where the computer will instruct the human/user to follow a series of movements. The poses you’ll be asked to demonstrate have been generated by a reinforcement learning algorithm in a simulated environment. That means our machine learned how to move by following its own logic and rules—isolated from practically any human influence or bias. To learn more, click here.

Fun Exercise

Click here, to try out different postures using PoseNet

Click here, to match the pose (AI Aerobics)

Click here, to learn more about Real-time Human Pose Estimation

Glossary

1. Artificial Intelligence (AI) - Any form of intelligent abilities perceived by man-made objects like computers, performing human-like tasks by machines.

2. Agent - In computer science, a software program that performs the tasks similar to its the user by perceiving its environment (sensor). It used a recent or entire history of perceptions. Using SmartBots to check the temperature and time.

● Intelligent Agent (IA) - When an agent performs the task without user’s interference

3. Machine Learning, ml5.js & PoseNet - Explained in the above slide

4. Perceptrons - an artificial neuron possessing the ability to learn. It was conceptualized by Frank Rosenblatt in the late 1950s. It is an ML algorithm, used in supervised learning.

5. Bias - Denoted by the ‘b’ character, it monitors the way in which the neuron is firing 1 or 0, irrespective of the weights.

● Higher bias - neuron fires - ‘1’

● Lower bias - neuron fires - ‘0’.