Human-Pose-Estimation-and-Detection-using-Python-and-opencv

In this repository the aim of project is to identifying and locating key points of the human body on webcam.This involves detecting joints and limbs and estimating their spatial relationships. It's used in various applications like action recognition, healthcare, sports analytics, security, AR/VR, and human-computer interaction. The process involves data collection, model selection (often deep learning-based), training, evaluation, deployment, and iteration for improvemen

Installation Libraries

First, make sure python, mediapipe as mp numpy as np and opencv are installed on your path. then run the code snippet below in your terminal.

opencv install -r requirements.txt mediapipe -r requirements.txt numpy -r requirements.txt To run the files go to jupyter notebook and run the files.

Tool Used

1 Jupyter Notebook 2 Visual Studio Code

Perform on the Webcam

[https://github.com/AsfandAliMemon25/Human-Pose-Estimation-and-Detection-/blob/main/Output/Asfand%20Ali%20Pose%201.png]