[HTML][HTML] Yoga dataset: a resource for computer vision-based analysis of Yoga asanas

Y Suryawanshi, N Gunjal, B Kanorewala, K Patil - Data in brief, 2023 - Elsevier
The practice of yoga has been shown to have numerous benefits for both physical and
mental health, and it has gained popularity worldwide as a form of exercise and relaxation …

Fine-grained sports, yoga, and dance postures recognition: A benchmark analysis

A Bera, M Nasipuri, O Krejcar… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Human body-pose estimation is a complex problem in computer vision. Recent research
interests have been widened specifically on the sports, yoga, and dance (SYD) postures for …

3dyoga90: A hierarchical video dataset for yoga pose understanding

S Kim - arXiv preprint arXiv:2310.10131, 2023 - arxiv.org
The increasing popularity of exercises including yoga and Pilates has created a greater
demand for professional exercise video datasets in the realm of artificial intelligence. In this …

Image-Based Fitness Yoga Pose Recognition: Using Ensemble Learning and Multi-head Attention

Y Kou, H Li - International Journal of Computational Intelligence …, 2024 - Springer
With the increasing awareness of fitness, more and more people are choosing to participate
in fitness activities. Yoga, as a form of exercise that improves both physical and mental …

Yoga Pose Estimation with Machine Learning

JZ Tan, CP Lee, KM Lim, JY Lim - 2023 11th International …, 2023 - ieeexplore.ieee.org
Yoga pose estimation involves the use of computer vision algorithms to automatically
identify and track yoga poses from images or videos. This study focuses on improving the …

YOGA posture detection using machine learning

G Krishnapriya, S Keerthana… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
Yoga has proved to be the oldest and the most effective practice to attain a healthy life. Over
the years its popularity is only increasing day by day. A lot of young people feel fascinated …

Comparison of CNN-based methods for yoga pose classification

VA Aydın - Turkish Journal of Engineering, 2024 - dergipark.org.tr
Yoga is an exercise developed in ancient India. People perform yoga in order to have
mental, physical, and spiritual benefits. While yoga helps build strength in the mind and …

Optimizing Human Activity Recognition for Precision in Yoga Practice Analysis

S Salian, P Salian, MV Rodrigues… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
The proposed system on enhancing human activity recognition in yoga presents an
innovative solution using advanced technologies to accurately and quickly analyze data of …

3DYogaSeg: A New Dataset and Benchmark for Skeleton-Based Action Recognition and Segmentation in yoga videos

E Marchetti - 2024 - webthesis.biblio.polito.it
In recent years, the popularity of online platforms for home exercise programs, particularly
yoga, has increased significantly. Yoga involves various poses, known as" asanas", where …

Deep Learning-Enabled Yoga Pose Detection: Current Advances and Future Directions

A Jolly, S Kumar, P Tripathi - Library Progress International, 2024 - bpasjournals.com
Yoga pose detection, an essential component of fitness monitoring and instruction, has
garnered significant attention due to its potential to revolutionize online yoga practice. This …