Yoga pose classification: a CNN and MediaPipe inspired deep learning approach for real-world application

S Garg, A Saxena, R Gupta - Journal of Ambient Intelligence and …, 2023 - Springer
Yoga is a centuries-old style of exercise followed by sports personnel, patients, and
physiotherapist as their regime. A correct posture and technique are the key points in yoga …

Human movement datasets: An interdisciplinary sco** review

T Olugbade, M Bieńkiewicz, G Barbareschi… - ACM Computing …, 2022 - dl.acm.org
Movement dataset reviews exist but are limited in coverage, both in terms of size and
research discipline. While topic-specific reviews clearly have their merit, it is critical to have a …

Yoga pose estimation and feedback generation using deep learning

V Anand Thoutam, A Srivastava, T Badal… - Computational …, 2022 - Wiley Online Library
Yoga is a 5000‐year‐old practice developed in ancient India by the Indus‐Sarasvati
civilization. The word yoga means deep association and union of mind with the body. It is …

Pose tutor: an explainable system for pose correction in the wild

B Dittakavi, D Bavikadi, SV Desai… - Proceedings of the …, 2022 - openaccess.thecvf.com
Under the new norm of working from home, demand for fitness from home is on the rise.
Different exercise forms solve different fitness needs for different people. Yoga gives …

AI-facilitated reflective practice in physical education: An auto-assessment and feedback approach

LH Hsia, GJ Hwang, JP Hwang - Interactive Learning …, 2024 - Taylor & Francis
To improve students' sports skills performance, it is important to engage them in reflective
practice. However, in physical classes, a teacher generally needs to face a number of …

Image anomaly detection and prediction scheme based on SSA optimized ResNet50-BiGRU model

Q Wan, Z Zhang, L Jiang, Z Wang, Y Zhou - arxiv preprint arxiv …, 2024 - arxiv.org
Image anomaly detection is a popular research direction, with many methods emerging in
recent years due to rapid advancements in computing. The use of artificial intelligence for …

A survey on yogic posture recognition

AK Rajendran, SC Sethuraman - IEEE Access, 2023 - ieeexplore.ieee.org
Yoga has been a great form of physical activity and one of the promising applications in
personal health care. Several studies prove that yoga is used as one of the physical …

Advancements in Yoga Pose Estimation Using Artificial Intelligence: A Survey

V Chamola, EP Gummana, A Madan… - Current …, 2024 - benthamdirect.com
Human pose estimation has been a prevalent field of computer vision and sensing study. In
recent years, it has made many advances that have helped humanity in the fields of sports …

YogNet: A two-stream network for realtime multiperson yoga action recognition and posture correction

SK Yadav, A Agarwal, A Kumar, K Tiwari… - Knowledge-Based …, 2022 - Elsevier
Yoga is a traditional Indian exercise. It specifies various body postures called asanas,
practicing them is beneficial for the physical, mental, and spiritual well-being. To support the …

A view independent classification framework for yoga postures

M Chasmai, N Das, A Bhardwaj, R Garg - SN computer science, 2022 - Springer
Yoga is a globally acclaimed and widely recommended practice for a healthy living.
Maintaining correct posture while performing a Yogasana is of utmost importance. In this …