Deep learning based approach for prediction of yoga posture using yoga asana images
Hitesh Kumar Sharma, Tanupriya Choudhury, Satyasundara Mahapatra, G. A. E. Satish Kumar, Sushanth Babu Maganti · AIP conference proceedings · 2024
One of computer science's fastest-growing and most popular subfields is artificial intelligence (AI).The branch or subset of AI known as machine learning uses data and algorithms to provide systems the capacity to gradually learn and advance automatically.A part of machine learning is called deep learning.It employs those algorithms that drew their inspiration from the architecture of the human brain.Most of us have been working from home and doing yoga for our health and well-being ever since this pandemic hit.However, in doing so, we also sense the need for a teacher who can assess us.As a result, this research lays the groundwork for creating a system that can evaluate human yoga poses using deep learning and convolutional neural networks.