Unlocking Yoga's Secrets: AI-Powered Dataset Reveals Key Insights
|Total images||: 5,574|
|Resolution||: Up to 1024px|
|Storage size||: Up to 647 Mb|
|File format||: JPEG|
The People in Yoga Contexts dataset is a comprehensive collection of images and accompanying metadata that captures individuals engaging in various yoga practices across diverse settings. The dataset is carefully curated and designed to facilitate research and development in the fields of computer vision, image analysis, and human activity recognition.
The dataset contains a vast assortment of images, each featuring one or more individuals performing different yoga poses, exercises, and meditation techniques. The images are captured in different environments, including indoor studios, outdoor natural settings, and urban locations. The diversity of the dataset ensures the representation of various yoga styles and practices, encompassing traditional as well as contemporary forms of yoga.
The People in Yoga Contexts dataset has numerous potential applications across a wide range of research and development areas, including:
1. Computer Vision and Image Analysis: Researchers and developers can use the dataset to train and evaluate machine learning models for pose estimation, object detection (e.g., detecting yoga mats, blocks), and activity recognition in yoga-related contexts.
2. Human Activity Recognition: The dataset can be utilized to build algorithms that recognize and classify various yoga poses and sequences, aiding in the development of yoga-related fitness applications and monitoring systems.
3. Health and Wellness Research: Health professionals and researchers can analyze the dataset to study the impact of different yoga practices on physical and mental well-being, considering factors such as age, gender, and experience levels.
4. Augmented Reality (AR) and Virtual Reality (VR) Applications: Developers can leverage the dataset to create immersive yoga experiences and applications that offer real-time guidance and feedback to users during their yoga sessions.
5. Yoga Education and Training: The dataset can be utilized to create interactive educational resources for yoga enthusiasts and aspiring instructors, facilitating better understanding and execution of yoga postures.
Environment: Commercial stock
This dataset contains a tolerance margin of 5% to 10% of associated images which might not reflect 100% accuracy in the metadata or image. As an example for the error margin: a lotus can appear, due to its association with yoga. All metadata in this dataset had been created manually and might contain a low margin of error. The maximum resolution of each image might vary.