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Use OpenCV, TensorFlow, and PyTorch to solve problems using our code in less than 30 minutes
The world’s #1 online computer vision course.
You will learn image classification, object detection, and deep learning. Learn all the hot topics faster than any other course. Guaranteed.

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Do you think learning computer vision and deep learning has to be time-consuming, overwhelming, and complicated? Or has to involve complex mathematics and equations? Or requires a degree in computer science?
That’s not the case.
All you need to master computer vision and deep learning is for someone to explain things to you in simple, intuitive terms. And that’s exactly what I do. My mission is to change education and how complex Artificial Intelligence topics are taught.
Welcome to PyImageSearch University, the most comprehensive computer vision, deep learning, and OpenCV course online today. Here you’ll learn how to successfully and confidently apply computer vision to your work, research, and projects. Join me in computer vision mastery.

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What you’ll be able to do…
- Successfully complete your computer vision and deep learning projects
- Land a job in the Artificial Intelligence field
- Apply computer vision and deep learning to your job and workplace
- Complete your final graduation project and obtain your undergraduate degree
- Finish your MSc or PhD thesis
- Perform novel research and publish paper in a reputable AI journal
- Learn computer vision and deep learning, and then teach your high school or college students
- Understand computer vision and deep learning, and launch a business in the AI space
- Finish that AI project you are hacking on over nights and weekends
Requirements
In order to be successful in PyImageSearch University, you need the following:
- Understanding of Python basics
- Internet connection
- Windows, macOS, Linux, or Raspbian (all major operating systems supported)
- Free Gmail/Google account to run pre-configured Jupyter Notebooks in Colab (optional)
- A desire to learn
Learn how to track custom objects
Ball tracking, object detection and much more
Learn to track objects, the foundations for hundreds of applications! OpenCV is a popular open-source computer vision library that can be used to track objects in images and videos. Inside this course you will learn how to track a ball in a video using OpenCV which is a foundational computer vision and deep learning task.
What you will learn?
- How to install OpenCV on your computer
- How to use OpenCV to capture video from a webcam or a video file
- How to use OpenCV to find the contours of a ball in a video frame
- How to track the position and motion of a ball in a video
- How to use OpenCV to draw a bounding box around a ball in a video

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Why You Should Learn This?
- Sports analytics
- Video surveillance
- Motion-controlled games
- And more
Get Started Today
This course is a great resource for anyone who wants to learn how to track a ball in a video using OpenCV. It is beginner friendly but still has something to teach everyone no matter how experienced you are. Deploy your first project today!
Course description
PyImageSearch University is a comprehensive set of self-paced courses for developers, students, and researchers who are ready to master computer vision, deep learning, and OpenCV. Inside this course you’ll learn how to successfully and confidently apply computer vision to your work, research, and projects.
Unlike other online courses, which are created once and never updated, leaving you with stale, out-of-date information, I keep PyImageSearch University up-to-date by releasing a brand new class every month!
Releasing a new class every month ensures you can keep up with the state-of-the-art in computer vision and deep learning, learn new algorithms and techniques, and:
- Successfully complete your projects at work
- Perform novel research (and publish papers)
- Finish your final graduation project for school
- Launch your next company in the Artificial Intelligence space
To help you accomplish these goals, in each lesson I provide:
- Detailed video tutorials for every lesson
- High-quality, well documented source code with line-by-line explanations (ensuring you know exactly what the code is doing)
- Jupyter Notebooks that are pre-configured to run in Google Colab with a single click
- Support for all major operating systems (Windows, macOS, Linux, and Raspbian)
PyImageSearch University is without a doubt the most complete, comprehensive computer vision education online inside. I’ll see you inside.
Adrian Rosebrock
CEO, PyImageSearch.com










Who this course is for:
If any of these descriptions fit you, rest assured, PyImageSearch University is designed for you.
- You are a computer vision practitioner that utilizes deep learning and OpenCV at your day job, and you’re eager to level-up your skills.
- You’re a developer who wants to learn computer vision/deep learning, complete your challenging project at work, and stand out from your coworkers (and land that big promotion).
- You are a college student who needs help with your homework, completing your final graduation project, or you simply want more than what your university offers.
- You are a researcher or scientist looking to apply computer vision and deep learning techniques to your research (and publish a paper).
- You have experience with machine learning and want to learn more about deep learning and neural networks.
- You are an entrepreneur studying computer vision/deep learning so you can launch your next business in the Artificial Intelligence space.
- You are a “computer vision hobbyist” who wants to successfully complete that project you are hacking on over nights and weekends.
- You’re a PyImageSearch reader that wants access to centralized repos containing high-quality, well documented source code, pre-trained models, image datasets, etc. for all 344 tutorials on PyImageSearch.com.
- You prefer running code examples with Jupyter Notebooks in Google Colab — my notebooks are pre-configured and ready to run in Google Colab with only a single click.
- You want to skip the painful process of configuring your development environment — no more headaches and wasted time spent configuring your development environment, run all code examples in your web browser!
- You learn best through video tutorials — PyImageSearch University includes video guides for every single lesson.
Salepage: https://pyimagesearch.com/pyimagesearch-university/
Delivery Method
- Upon completing your purchase, we will send you download link, through Mega.nz or Telegram.
- Given that this is a digital copy, we recommend downloading and saving it to your hard drive. Should the link become broken for any reason, please reach out to us, and we will promptly resend a new download link.
- If you are unable to locate the download link, there's no need to worry. We will update and notify you as soon as possible, typically within 24-72 hours.
Thank You For Shopping With Us!
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