Yoga Pose Dataset

The in-house Yoga pose dataset consists of 27 individuals, comprising nineteen females and eight males, performing each of the ten Yoga poses, namely Malasana, Ananda Balasana, Janu Sirsasana, Anjaneyasana, Tadasana, Kumbhakasana, Hasta Uttanasana, Paschimottanasana, Uttanasana, and Dandasana. The videos of the Yoga poses are collected in both 1080p and 4K resolution at a rate of 30 frames per second using MI Max and One Plus 5T mobile phones. We captured the videos at various locations like gardens, rooms, certified Yoga centers, and terraces to increase the generality of the dataset and make the dataset more realistic so that the model trained using the dataset would work in a complex real-world environment. It is worth mentioning that our in-house created dataset does not contain any video sample created in the controlled laboratory-like environment with proper illumination. We did this deliberately to enhance the generalization ability of the models trained on our dataset. The individuals have voluntarily participated in data collection and have performed the ten Yoga poses with possible variations. <br>