Computer Vision Roadmap [UPDATED 2023] | How to become a computer vision engineer
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- čas přidán 2. 06. 2024
- Roadmap: bit.ly/ComputerVisionRoadmap
An extended version of this roadmap is available in my Patreon: / computer-vision-88939921 😃🙌
🎬 Timestamps ⏱️
0:00 Intro
0:41 Fundamentals
2:04 Basic Machine Learning
4:49 Specialization
8:28 Software skills
12:10 Grow your skills
16:13 Outro
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#python #computervision #computervisionroadmap #learncomputervision
brilliant video. aspiring CV engineer here, still doing my BSc in CS. This has been immensely valuable as a guide for what skill I need to work on besides my university modules.
This was really helpful. You explain things in a really easy-to-grasp way
amaaaazing conscise content. tyvm looking forward to checking out all your content
Really I much more appreciate your time and hard work, very curated and in-demand guideline.
Just what I need. Thank you!
Very helpful insights
Que grande que eres Felipe! este roadmap va a ser suuuuuuper útil para mucha gente, gracias por el contenido y sigue asi hombre!
Muchas gracias por tu apoyo!! 😃💪
Thank you very much. My teacher basically don’t have time to guide me in my studies, so I have been very confused about the learning path. Your video is like a beacon in the fog.
😄 Thank you! So glad you find it helpful! 😃🙌
Great one Philippe! Awesome!!
Thank you! Glad you enjoyed it! 😃
Hey,
Thank you for updating the Roadmap. Really important. Thanks again to your great effort.
You are welcome! Glad you enjoyed it! 😃
I am seeking for my PHD project related with computer vision recently, this brilliant video helps me a lot! Really appreciate for your effort Felipe!
You are welcome!! Best of luck with your project! 😃🙌
Thank you for the cool roadmap. Such clear explanation. And it is making me excited, because I am very close according to this roadmap. Only a few more things to learn for first computer vision jon. yay!
Glad you enjoyed it! Best of luck finding your first job in computer vision! 😃🙌
@@ComputerVisionEngineer ^_^
I've been a software engineer and feel like I pigeon holed myself in full stack web dev (JVM eco mainly). I have a fascination with low level dev and wish to pivot back into C/C++ in robotics field. This was a great vid and I will begin looking at resources to make it happen.
Thank you so much for your work!
You are welcome! 😃🙌
Really appreciate your time and effort Felipe, this indeed is much better than the previous road map video. May Allah bless you dear and guide you to His straight path just like you guided us in our computer vision path.
Glad you enjoyed it! Thank you for your kind words and wishes. 😃🙌
I think i've gone to far down the programming madness, i was literally shouting from the joy of seeing this video
😂 Glad you enjoyed it! 🙂🙌
@@ComputerVisionEngineer
Great video.
I am your fan.
Is there a similar framework to *ULTRALYTICS* for sound and noise analysis, recognition and detection?
@@ajarivas72 there are many Python packages to work with audio, depending on the type of analysis you are looking for
Hey, I am a beginner, I am wondering if I should get a Bachelors degree and then get a masters in computer vision? Or should I just get the masters?@ComputerVisionEngineer
"👏 Thank you, Felipe, for the fantastic computer vision roadmap video! 🚀 It is helping me navigate this exciting field.Amazing work! 🙌
You are welcome! So glad you enjoyed it!! 😊🙌
Thank you very much for sharing these meaningful words: 'Please pay attention because this is very, very, very important. These are the tools we use in order to solve these problems, but the important thing is not the tool we use. The important thing is the problems we are solving by using the tools.' These words have truly inspired me.
And also, thank you for sharing the Computer Vision Roadmap. This information has been incredibly valuable to me and has helped me see the direction I need to take in the future. Thanks once again!
So glad you find it helpful! 😊 Yeah, absolutely, the tools may be important but learning how to solve the problems is much more important! 😃💪
As a Computer vision engineer myself I can say that this roadmap is near accurate.
What is left out to be accurate can you help us out?
Thankyou so much for the updated roadmap
You are welcome! 😃🙌
Thanks man
Its really great
Thank you! Glad you enjoyed it! 😃💪
Hi Felipe,
I really appreciate your roadmap and it helped me further to understand what should I do and about to deploy my second computer vision/ML project. What are the topics in Advanced mathematics for computer vision you recommend us to work on?
Hey, there are many advanced mathematics topics which could be useful for computer vision. Calculus, linear algebra, differential equations, probability, information theory, optimization, etc. 💪💪
I am going to start from scratch at 40 years old. thanks to your video. i'll get back to you guys in a couple of months hopefully to let you know if i acheived my goals. thanks again good luck to all of you.
Sounds awesome!! So glad the content is helpful! Let us know how it goes! 😃💪
wish you all the best.
Sir I have completed machine learning basics but haven't done many project I build some emails classifiers and heartdease prediction time series modeling things like that I also know some computer vision image processing things like that can you recommend me please what should I do next that would be great
Thanks bro
thanks a lot 🙏🌹
You are welcome! 😃🙌
Hola Felipe, que tal todo? Ando haciendo un proyecto de detection and tracking, apenas estoy creando el dataset. Es para personas pero desde una perspectiva como si la camara estuviera en el techo y lo se ve es la cabeza y los hombros. Al momento de anotarlas deberia tomar en cuenta los hombros tambien o solo la cabeza?
Saludos!
Hola, yo creo que tomaria todo, cabeza y hombros.
@@ComputerVisionEngineer muchas gracias Felipe!
Hi Filipe,
Thank you soo so much for posting this insightful video on Computer vision. I am pursuing a PG Certificate course in Advanced Machine learning and AI. Your videos are helping me with a clear guidance. Wish you all the best in life. Regards Smriti
Thank you for your kind wishes. I am glad you found the content useful! 😃🙌
thanks it was very helpful for me
You are welcome! 😃
very cool
I’ve been a data analyst for two years now and I’m going to specialize with your help. Tks 😁
😃 Sounds awesome! Glad the content is useful!! 💪🙌
Hello Felipe, it's a great roadmap. Is the low level programming path same as becoming an embedded software engineer?
Thank you! Not quite the same. Low-level programming / electronics in computer vision shares some similarities with embedded software engineering, as both involve working closely with hardware. However, the focus of low-level programming in computer vision is primarily on optimizing algorithms for visual data processing, whereas embedded software engineering can span a wider range of applications beyond computer vision. 🙌
You are Great Sir
Thank you for your support! 😃🙌
Hey! I'm thinking to learn ML and computer vision. Which is best, as you said in video did pytorch catch-up? Also if implementing this framework to automation industry which would be better?
Hello, you would like to know which machine learning framework is better? Personally, I don't have preferences. I think any machine learning framework would be ok. 🙌
I'm a Software Engineer aspiring to start my path in Computer Vision. This video is really enlightening. I already know Python and to certaing degree some libraries like numpy, pandas and scikit-learn...I am also studying ML. After that what do you recommend me... jump directly into OpenCV???
Yes, after that jumping directly to OpenCV is a good idea. 💪
A great roadmap, but please guide me whether I need to learn the tools or just start with basic machine learning tasks. I am really really confused please help me out. Please tell me whats the best and effective way to follow?
Hey, I think it is up to you and your preferences. Personally, I prefer a roadmap based on problem solving and learn the tools along the way when I need them, but other people prefer to learn the tools first. It is up to. You could try start learning the basic machine learning tasks and see how it goes. 🙌
Crack Felipe 🙌
Gracias! 😄
Brilliant ❤❤❤
Thank you!! 😊🙌
Thanks! why you are not mention deep learning/CNN?
i like this one
Hi
The diagram's object detection full course is mistakenly linked to the image classification full course. :D Please check it!
Thank you so much for the heads up!!! It is fixed now! 😃🙌🙌
Where are the best places to take these courses?
What are the entry level jobs for a self taugh computer vision enginee
Gracias Felipe! Consulta, qué conocimientos de matematica crees wue es necesario pasa como CV engineer en la industria (no me refiero a investigar en el área). Saludos desde Argentina!
Hola, tal vez álgebra lineal, cálculo y probabilidad, sean las materias más importantes. 🙌
@@ComputerVisionEngineer Gracias!
You are amazing although I am not a native English speaker but love to watch your tutorial
I am just a beginner
Thank you!! 😃🙌
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really appreciate the old road map was too sample and confusing ❤
Yeah it was 😄. You are welcome! 😃🙌
Respect
Would you recommend a jetson nano over a coral tpu?
Coral tpu is only useful to accelerate some specific architectures, with nvidia Jetson nano you can accelerate any type of architecture if not mistaken.
Came at the right time, just decided to specialize in Computer Vision.
😃💪🚀
Hi, i was in search of a answer for a question. Think you can answer it.
Q: What algorithm is used in YOLO ?
It would be helpful if you consider answering. Thanks
Hey, I think the answer to your question may be Yolo original paper. By reading the paper you will have a much more comprehensive overview of how Yolo works. 😃🙌
Hi Felipe and CZcams friends
I have doubt how may days does it takes to learn and another question is do i need to study and master in all the software skills or any one is enough Kindly please answer this question .
It is hard to say how much time it takes to acquire all the skills, as it depends on many factors. Regarding the software related skills, the more you know the better. 🙌
for imagery (Remote Sensing)
This video is a gem
Thank you! 😃🙌
Is there a lot missiong from here in the extended version?
In the extended version I show you many more specialization paths. 🙌
Best Teacher of computer vision (love from Pakistan🥰🥰)
Thank you for your support! 😃🙌
My lad can you please make a video on oriented object detection model such as yolov5 obb
I will try to. 🙌
By the time I've barely touched the neccesary basics of the roadmaps, how old will i be? Will i have more than 3 grandchildren by then😌
You can go as deep as you want in each module 😃💪💪
sir playlist link
Happy teachers day❤
Thank you! 😃💪
How will will it take to learn?
Do you mean how much time will it take to acquire all the skills? It is hard to say, but the more time you spend learning the skills the better! 😃🙌
Do i learn this in electrical engineering?
At some universities the electrical engineering program involves some computer vision.
@@ComputerVisionEngineer is machine vision the same ?
Thank you for sharing this! Unestimated value around this guide
You are welcome! Glad you find it useful! 😃
پشماااااام
genial
😃🙌
I'm 27 years old this year, it's a bit late to start learning about it
No, it is never late! 💪
I sincerely thank you for the knowledge you have shared.
Wish you always healthy@@ComputerVisionEngineer
Damn, you lost me at Python. But at least C++ works well of a lot of vision applications too.