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freeCodeCamp

OpenCV Python Course - Learn Computer Vision and AI

via freeCodeCamp

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Overview

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Embark on a comprehensive 3-4 hour course exploring OpenCV for Computer Vision and AI, designed for beginners. Dive into a wide range of topics including image and video manipulation, enhancement, filtering, edge detection, object tracking, face detection, and OpenCV's Deep Learning module. Master practical skills through hands-on modules covering image annotation, camera access, video processing, panorama creation, and High Dynamic Range Imaging. Explore advanced concepts like object detection and pose estimation using OpenPose. Gain insights into the Computer Vision and AI job market from Dr. Satya Mallick, CEO of OpenCV.org, and learn how to prepare for a career in AI. Access course materials, including code samples, and benefit from additional resources provided by OpenCV and LearnOpenCV.

Syllabus

Intro .
Module 1: Getting Started with Images .
Module 2: Basic Image Manipulation .
Module 3: Image Annotation .
Module 4: Image Enhancement .
Module 5: Accessing the Camera .
Module 6: Read and Write Videos .
Module 7: Image Filtering and Edge Detection .
Module 8: Image Features and Image Alignment.
Module 9: Image Stitching and Creating Panoramas .
Module 10: High Dynamic Range Imaging (HDR) .
Module 11: Object Tracking .
Module 12: Face Detection .
Module 13: Object Detection .
Module 14: Pose Estimation using OpenPose .
Interview with OpenCV CEO, Dr. Satya Mallick .

Taught by

freeCodeCamp.org

Reviews

5.0 rating, based on 1 Class Central review

Start your review of OpenCV Python Course - Learn Computer Vision and AI

  • Profile image for Azizullah Rahu
    Azizullah Rahu
    I have learnt many more about OpenCV from basic to intermediate level.
    Now I am enable to make my own projects on OpenCV it was very useful for me.
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