Picture a self-driving car weaving through city traffic, or a doctor employing artificial intelligence to detect cancer in its earliest stages. All of this is achievable through computer vision! It’s like making computers see what we see and understand the world as we do. These systems enable more effective medical diagnoses, manufacturing processes, enhanced packaging lines and so on.
Learn to work with computer vision? YouTube is your friend! So, we have put together the finest YouTube channels that would keep you learning and updated in this amazing domain. There is something for all levels — beginner to expert. This guide will make suggestions for the best channels to watch at beginner, advanced and projects level. Let’s dive in!
Computer Vision Youtube Channels for Learning (Beginners)
If you are new to computer vision, It may be difficult to get the right resources. These are great starters for YouTube channels. They also make complex topics understandable, one lesson at a time. You’ll be coding in no time!
Sentdex
If you are a beginner, Sentdex is an excellent channel for you. It’s the world’s most famous, hands-on, practical school. You will find this channel useful if you prefer learning by doing.
Sentdex has plenty of great playlists, such as Python for Data Analysis. These series will help you get a good basis before kicking off into computer vision. Sentdex focuses on clear rationale, which helps when trying to understand complicated subjects. His teaching style is good for people who learn through experience.
CodeEmporium
Another fantastic resource for beginners is CodeEmporium. You are doing practical projects in this channel. You learn computer vision through building real-world applications.
The channel has beginner projects like object detection tutorials. You will learn how to create things computers can perceive! “You know, computer vision — this is a good way to sort of get your hands dirty.” You want to get your hands dirty with the lessons learned — this is where CodeEmporium comes into play.
freeCodeCamp.org
freeCodeCamp. org also offers courses, many of which are free. The courses are comprehensive and lengthy compared to most other tutorials. You will get a very good ground in computer vision.
The offer of courses is quite diverse. You should have some rudimentary programming knowledge beforehand. They have a very helpful full-length computer vision course. They are a great choice because these courses cover a lot of ground.
We’re big believers in practical learning, and you can’t get more practical than these Advanced Computer Vision YouTube Channels.
Ready to level-up on your computer vision skills? These channels are for those who have been practicing a little. They might then address new and improved research, technologies, tools and projects.
Two Minute Papers
Two Minute Papers can be found here. This channel brings complex subjects to a broader group of people. You will be aware of the latest advancements.
Two Minute Papers specializes in recent developments. This channel has great and simple explanation You will discover difficult subjects quickly and simply. Its ideal for keeping up with things and not getting lost in the details.
Yannic Kilcher
Yannic Kilcher goes deep into AI research papers. He also interviews leading researchers in AI. It’s a really good way to get to know the latest up-and-coming advancements.
He provides analytical insights into AI papers. Learn more about the technical details. Kilcher’s content is ideal for those who want more of an education on AI. His work will hold you on the leading edge of AI.
The post Practical Computer Vision Projects and Tutorials on YouTube appeared first on Analytics Vidhya.
Want to build something cool? For practical computer vision projects, there are plenty of tutorials on YouTube. Let’s explore a few types of projects that morphed the learning process into a fun and interactive way and discover the best channels to get it started.
Object Detection Tutorials
Object detection is one of the fundamental tasks in computer vision. There are some great tutorials available on YouTube channels. You get to learn building object detection systems from images.
Find tutorials that are in popular framework such as TensorFlow or PyTorch. These are the frameworks that are used in the industry. Common tutorials demonstrate car or face detection in photos. These practical style tutorials are wonderful for experimentation.
Image Recognition Tutorials
Another fundamental concept is image recognition. You can follow up on Youtube to classify images Most of these tutorials utilize the same frameworks as object detection.
Once more, search for example use cases based on TensorFlow or PyTorch. For example, you could learn how to classify images of animals or plants. Image recognition is one block to build on task and functionality. Following a subject that interests you.
Image Segmentation Tutorials
Image segmentation divides an image into different segments. Applicable in many scenarios this technique is used in diverse domains. There are even YouTube channels to implement image segmentation.
This is a common application used in medical image analysis. There are certain tutorials take you by the hand through this process. So it is that image segmentation is a practice that allows a computer to understand an image at a semantic level. It is more complex than image recognition or object detection, but rewarding.
How to Keep Tapped Into Computer Vision Research Through YouTube
Computer vision is constantly evolving. It is important to keep abreast of new research. Below are YouTube channels that can aid help you.»
Artificial Intelligence — All in One
This channel explains state-of-the-art AI advancements and trends. That’s an excellent way to keep current on the field. The channel discusses several diverse subjects. New algorithms, techniques, and applications will be introduced to you. Great for those interested in AI and computer vision.
Arxiv Insights
Now with Arxiv Insights you can quickly understand complex papers. You won’t need to read hours of technical documentation. Its channel brings that research to a broader public. This is helpful for both researchers and practitioners.
How to Learn Computer Vision Using YouTube?
Arxiv Insights: An exploration of recent research papers Before diving deeper into the latter reason, a word about the channel itself: it presents the papers in a clear and lucid fashion. It’s a useful tool for keeping current with research.
Key Points Learn Computer Vision through YouTube Some tips to help you maximize your time on it. Follow these simple tips and you will succeed!
Practice Regularly
You need to practice it hands-on. While you watch the tutorials, write the code. Libraries — Building Perky Small Projects Reinforces Your Learning
Don’t just watch, do! Building a simple image classifier or object detector. With more practice, you’ll get better at this. It is these small projects that actually make you learn.
Join Online Communities
Online communities provide support and cooperation. It offers people the ability to ask questions and find help from others who learn. Search for related forums or Discord server oriented towards computer vision.
It can also be very helpful to share your work and get feedback. You’ll also learn from the experiences of others. They are a fantastic way to keep motivated.
Follow Industry Leaders
Data available till October 2023These thought leaders can keep you up-to-date on trends. As you know, many experts are silent on social media. Follow their publications for the latest updates.
And following leaders in the field gives you an idea of where to invest time. By following certain thought leaders, you can learn about specific projects. It will help to focus the learning and the best use of time.
By now, you have taken your first steps into the field of computer vision!
In this case, computer vision is one of the domains where YouTube provides amazing resources. We’ve written about channels for beginners, advanced learners and practical projects. The key to success is practicing and having a supportive community to help guide you.
So here you go with these youtube Computer Vision Courses tutorials playlists. Now check out the recommended channels and start your computer vision journey now! What are you waiting for?
