YOGA POSE DETECTION USING OPENPOSE AND MEDIAPIPE

نویسندگان

چکیده

An abstract i.e. idea behind this yoga pose detection project using deep learning or neural network is that popularity increasing day by because of its benefits. Doing helps us physically, mentally as well spiritually. Because many people nowadays are doing it regularly. The main to help the recognize which they with technique. Yoga involves 8 rungs and limbs it, includes Yama, Niyama, Asana, Pranayama, Dharana, Dhyana Samadhi. To easily understand performing via images, video recording classifying we implementing will incline towards more get identify very easily. Key Words: CNN, Deep learning, Feature Extraction,Yoga Pose Detection, openPose , mediaPipe

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Hand Pose Estimation Using Hierarchical Detection

This paper presents an analysis of the design of classifiers for use in a hierarchical object recognition approach. In this approach, a cascade of classifiers is arranged in a tree in order to recognize multiple object classes. We are interested in the problem of recognizing multiple patterns as it is closely related to the problem of locating an articulated object. Each different pattern class...

متن کامل

Pose Discriminiation and Eye Detection Using Support Vector Machines (SVM)

Most face recognition systems assume that the geometry of the image formation process is frontal. If additional poses, beyond the frontal one, are possible, then it becomes necessary to estimate the actual imaging pose. Once a face is detected and its pose is estimated one proceeds by normalizing the face images to account for geometrical and illumination changes, possibly using information abo...

متن کامل

Multi-Pose Face Detection and Tracking Using Condensation

Automatically locating face areas can advance applications either in images or videos. This paper proposes a video-based approach for face detection and tracking in an indoor environment to determine where face areas appear in video sequences. Our approach involves four main modules: an initialization module for setting all configurations, a Condensation module for face tracking, a template mod...

متن کامل

Improved Object Detection and Pose Using Part-Based Models

Automated object detection is perhaps the most central task of computer vision and arguably the most difficult one. This paper extends previous work on part-based models by using accurate geometric models both in the learning phase and at detection. In the learning phase manual annotations are used to reduce perspective distortion before learning the part-based models. That training is performe...

متن کامل

Human Detection Using Learned Part Alphabet and Pose Dictionary

As structured data, human body and text are similar in many aspects. In this paper, we make use of the analogy between human body and text to build a compositional model for human detection in natural scenes. Basic concepts and mature techniques in text recognition are introduced into this model. A discriminative alphabet, each grapheme of which is a mid-level element representing a body part, ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Indian Scientific Journal Of Research In Engineering And Management

سال: 2023

ISSN: ['2582-3930']

DOI: https://doi.org/10.55041/ijsrem24668