This is a Yoga Pose Estimation App which can be able to detect the yoga pose in real time by using posenet and KNN Classifier. Here the dataset used is custom data set which consists of 3 videos for representing 3 different postures. It is deployed in heroku. One Thing to be noted i....
YogaAI is a responsive virtual yoga instructor that uses pose estimation to guide and correct a yogi. Dependencies You'll need have the following installed: python3 tensorflow 1.11 - pip wheel for 3.5 w/tflite working thanks to PINTO0309 ...
Being an Edge Application, MyYogini will evaluate the yoga poses of the individuals in real-time and provide them continuous feedback using AI at edge compute nodes. This application is based on multi-person 2D pose estimation algorithm. Thanks to the optimizations done using the OpenVINO toolkit...
GitHub Github Github Github Github Github 1. 개발 환경 Front-end: Android Studio, Kotlin, MVVM Back-end : IntelliJ, Spring boot Signaling Server: Kotlin, ktor 버전 및 이슈관리 : Gitlab, Jira 협업 툴 : Matter Most, Discord, Notion 서비스 배포 환경 :...
Yoga is an exercise preferable for various users at different ages to enhance physical and mental health. To help beginner yoga self-practitioners avoid getting injured by selecting difficult yoga poses, the information of the difficulty level of yoga po
human posture classification;yoga pose;contrastive language-image pre-training;transfer learning;fine-tuning;machine learning;computer vision MSC: 68T45 1. Introduction The accurate classification of human postures is key for a wide range of applications in different fields, from ergonomics to physical ...
人体骨骼关键点检测 (Pose Estimation) 主要检测人体的一些关键点,如关节,五官等,通过关键点描述人体骨骼信息。人体骨骼关键点检测对于描述人体姿态,预测人体行为至关重要。是诸多计算机视觉任务的基础,例如动作分类,异常行为检测,以及自动驾驶等等。 模型名称模型简介数据集评估指标 Simple Baselines coco2018 关键点检测项...
human posture classification;yoga pose;contrastive language-image pre-training;transfer learning;fine-tuning;machine learning;computer vision MSC: 68T45 1. Introduction The accurate classification of human postures is key for a wide range of applications in different fields, from ergonomics to physical ...