Open Access Journal

ISSN : 2394-2320 (Online)

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Computer Science and Engineering

Open Access Journal

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Computer Science and Engineering

ISSN : 2394-2320 (Online)

Intelligent Gym Trainer Supporting Pose Correction using PoseNet and YoloV4

Author : Sridhar Raj S 1 Pratishtha Gaur 2 Aryan Patel 3

Date of Publication :8th November 2022

Abstract: In the busy schedule people have today, they cannot manage to go to the gym because of their rigid timings also not everybody can afford a personal trainer. For neophytes who are just beginning to start exercising, it is very important to have a correct posture which if not cared about can cause serious health issues. In this paper, we propose an intelligent gym guide, a web app available for every individual to train themselves using AI. This app will list exercises based on the equipment we have at our homes and the same app will also guide us through it. We propose to use the YoloV4 model trained over gym equipment available at an individual’s house. The application will take a webcam feed as input to perform the given task and give live results and feedback. It will incorporate machine learning algorithms for object detection and a PoseNet model for pose correction while exercising; these models are further discussed in detail in the paper.

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