Top Computer Vision and Open CV Courses and Projects for Beginners
In this article, see the top computer vision and Open CV courses and projects for beginners.
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Certifications are proof that you are accredited with a certain skill or domain knowledge. It also helps to know about the level of the skills someone has achieved to date and is whether they are a beginner or an expert.
A certified professional will get many more offers than someone un-certified that knows the same skills or has the same experience. Moreover, certification helps employers or companies to evaluate new potential employees.
Is Certification in the Field of Computer Vision Really Valuable?
Often people get confused between computer vision and image processing. Computer vision is not only image processing, but it is much more than that. It's a vast domain and has a lot of applications. An image or a video clip can reveal a large amount of data that we can process and interpret with the help of computer vision.
A certification in computer vision helps you to develop your skills in the field of computer vision engineering. A certified computer vision professional can land a better job with higher pay.
Best Courses to Learn Computer Vision and Open CV
Different people have different competency levels. However, the resources mentioned here can be used by anyone from beginners to experts. Some of the courses which help to achieve a great career in computer vision are discussed below:
This is one of the best Coursera courses to learn Computer Vision from scratch. The course is having a rating of 4.1 and will discuss the basics of computer vision and how mathematical tools are used for image processing. The course can be completed in 10 hours, approximately.
The course helps to gain knowledge about what computer vision is. It also helps to identify some of the key areas of application of computer vision.
By the way, If you are planning to join multiple Coursera courses or specialization then consider taking a Coursera Plus subscription which provides you unlimited access to their most popular courses, specialization, professional certificate, and guided projects. It cost around $399/year but its complete worth of your money as you get unlimited certificates.
The course contains all concepts of Computer Vision. It is an all-in-one course for anyone. It discusses the basic tools of computer vision and OpenCV. After completing the course, you'll be able to create some very useful computer vision applications.
This is another fantastic Udemy course to learn OpenCV and Computer Vision in depth. This course covers basic concepts of computer vision along with python. It is very helpful for beginners. This course is based on python, and it helps in image processing with the help of OpenCV.
This deep learning online course contains 26 projects related to advanced computer vision. Different advanced deep learning concepts related to computer vision are discussed. Different frameworks related to the world of computer vision are also discussed in this course.
This is one of the best computer vision courses on edX, a popular online learning platform. This course can be completed in 14 weeks, covering details about all basic and conceptual aspects of computer vision.
The course is free; however, $99 is required to add certification. At the end of this course, you would have learned to process images with the help of AI tools.
This is the best Pluralsight course to learn Computer Vision at a high level. The course has got a rating of five stars from its users. The course is for beginners and discusses concepts of problem-solving with computer vision briefly.
By the way, you would need a Pluralsight membership to join this course which costs around $29 per month or $299 per year (14% discount). I highly recommend this subscription to all programmers as it provides instant access to more than 7000+ online courses to learn any tech skill. Alternatively, you can also use their 10-day-free-pass to watch this course for FREE.
Best Guided Projects to Learn Computer Vision in 2020
Along with theoretical knowledge and certifications, some hand-made projects in one's field of study and knowledge helps to enhance one's skill. Some of the guided projects to help understand the application of computer vision in daily life and its importance are discussed below:
In this 1-hour long project-based online Coursera course, you will learn how to do Computer Vision Object Detection from Images and Videos. At the end of the project, you'll have learned how to detect faces, eyes, and a combination of them both from images, how to detect people walking and cars moving from videos, and finally how to detect a car's plate.
In this 1-hour long project-based course, you will learn how to do Computer Vision on images with OpenCV and Python using Jupyter Notebook. This course runs on Coursera's hands-on project platform called Rhyme. For this project, you’ll get instant access to a cloud desktop with Python, Jupyter, and OpenCV pre-installed.
In this 1-hour long project-based course, you will learn how to do Computer Vision Object Tracking from Videos. At the end of the project, you'll have learned how Optical and Dense Optical Flow work, how to use MeanShift and CamShist, and how to do a Single and a Multi-Object Tracking.
However, to complete these projects, you need to have some basic knowledge of computer vision, which can be acquired with the help of the courses discussed above earlier in this article.
That's all about the best online courses and guided projects to learn Computer Vision and Open CV in 2020. Computer Vision has a huge number of applications in the real world. It can be used up for automation in factories, implementing security features such as facial recognition in applications.
A person having certification in computer vision will help you gain a competitive advantage over others. A certified professional will have increased efficiency and earning potential. So, keep learning and keep sharpening your skills.
Thanks for reading this article so far. If you like these Computer Vision and OpenCV online training courses and projects then please share with your friends and colleagues. If you have any questions or feedback, then please drop a note.
P. S. If you are looking for a free Udemy course to learn Open CV and Computer Vision then you can also check out Learn Computer Vision with OpenCV using Python - a free course on Udemy to start with. It's completely free and you just need an Udemy account to join this course.
Published at DZone with permission of Javin Paul, DZone MVB. See the original article here.
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