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Keep shoppingBody pose detection or estimation using mediapipe and opencv
181 students
Body pose detection or estimation using mediapipe and opencv
Combine the power of openCV and mediapipe for pose detection. Learn computer vision , python, realtime video analysis.
Created bySunny Kumar
Last updated 7/2024
English
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.
- understand image manipulation in opencv
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Course content
5 sections • 14 lectures • 1h 27m total length
Requirements
- basics programming
- basics python
- knowledge to set up anaconda or any python IDE or editor
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. 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