Body pose detection or estimation using mediapipe and opencv

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Sunny Kumar

1:20:37

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1. Introduction

1.1 contents.pdf

1. Introduction.mp4

01:46

2. basics of openCV

1. openCV basics image manipulation.mp4

14:18

2. openCV access webcam using openCV and display the frames.mp4

05:27

3. Pose Detection

1. Hand Tracking.mp4

05:47

2. pose detection on static image.mp4

06:51

3. pose detection on live video from webcam.mp4

04:01

4. Drawing Landmark points on detected pose.mp4

06:58

4. Exercise counter

1. Exercise counter how we are building.mp4

15:24

2. Exercise counter identifying landmark points.mp4

04:22

3. Exercise Counter-Calculating arm angle.mp4

02:39

4.1 final code.zip

4. Exercise Counter-Counting movement.mp4

06:08

5. extract pose from local video and display it in a blank image

1. pose detection on local video.mp4

04:48

2. display extracted pose on blank image.mp4

02:08

Description

Combine the power of openCV and mediapipe for pose detection. Learn computer vision , python, realtime video analysis.

What You'll Learn?

learn how to do image manipulation
how internals of opencv work to aid us with webcam access and image manipulation
use mediapipe and understand how body pose detection works
use mediapipe to count body movement like hand movement
count number of exercised done using mediapipe like lunges, squats
extract body pose and display it in a blank image
apply mediapipe for exercise counter, like biceps curl counting, lunges counting.

Who is this for?

This course is designed for students, developers, engineers, and anyone passionate about computer vision. Whether you're a beginner looking to break into the field or a seasoned professional wanting to expand your knowledge, this course caters to all levels.

Master the latest tools used by professionals worldwide. MediaPipe and OpenCV are at the forefront of computer vision technology.

Beginner python programmers looking to learn openCV and mediapipe

Curious IT professional looking to learn image manipulation and pose detection

What You Need to Know?

basics programming

basics python

knowledge to set up anaconda or any python IDE or editor

More details

Description
Are you interested in the exciting fields of computer vision, image processing, and real-time video analysis? This course is your gateway to understanding the fundamentals of two powerful and widely used libraries, MediaPipe and OpenCV. Whether you're a student looking to bolster your skillset or an IT professional aiming to enhance your knowledge, this course is designed to provide a comprehensive introduction to these essential tools.
we will be extracting body pose from a live webcam as well as local stored video.Â Along with mediapipe we will also be learning basics of mediapipe.
intended audience:-
Students interested in computer vision and image manipulation and body pose detection.
IT professionals looking to expand their knowledge in real-time video analysis and body pose detection
Developers and engineers seeking to work on projects involving image and video processing.
Anyone curious about the exciting possibilities of computer vision and real-time applications.
Prepare to embark on an exciting journey into the world of computer vision, image processing, and real-time video analysis. This course will equip you with the knowledge and skills needed to tackle real-world challenges and innovate in a variety of fields. Join us and become proficient in MediaPipe and OpenCV to unlock new opportunities in the digital age.

Who this course is for:
This course is designed for students, developers, engineers, and anyone passionate about computer vision. Whether you're a beginner looking to break into the field or a seasoned professional wanting to expand your knowledge, this course caters to all levels.
Master the latest tools used by professionals worldwide. MediaPipe and OpenCV are at the forefront of computer vision technology.
Beginner python programmers looking to learn openCV and mediapipe
Curious IT professional looking to learn image manipulation and pose detection

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Machine Learning

Artificial Intelligence

OpenCV

Sunny Kumar

Instructor's Courses

My journey began as an avid stargazer, mesmerized by the mysteries of the universe. Over the years, I honed my skills and expertise in the fields of machine learning, neural networks, and data analysis, culminating in my role as an AI space enthusiast. I have been fortunate to work with leading space agencies, research institutions, and space-tech companies, contributing my knowledge and AI-driven insights to the quest for understanding our universe.

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