Computer Vision Roadmap [UPDATED 2023] | How to become a computer vision engineer

  Рет қаралды 30,051

Computer vision engineer

Computer vision engineer

Күн бұрын

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
🌍 Community 👥
Join our Discord server: / discord
Support me on Patreon: / computervisionengineer
#python #computervision #computervisionroadmap #learncomputervision

Пікірлер: 119
@bbittera1425
@bbittera1425 7 ай бұрын
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.
@arjitgautam365
@arjitgautam365 3 ай бұрын
This was really helpful. You explain things in a really easy-to-grasp way
@Korea-Lens
@Korea-Lens 2 ай бұрын
amaaaazing conscise content. tyvm looking forward to checking out all your content
@grownup3753
@grownup3753 4 ай бұрын
As a Computer vision engineer myself I can say that this roadmap is near accurate.
@garrychristianwhardaya7986
@garrychristianwhardaya7986 3 ай бұрын
Just what I need. Thank you!
@hasanuzzamananuz8270
@hasanuzzamananuz8270 4 ай бұрын
Really I much more appreciate your time and hard work, very curated and in-demand guideline.
@StaMariaRock
@StaMariaRock 8 ай бұрын
Que grande que eres Felipe! este roadmap va a ser suuuuuuper útil para mucha gente, gracias por el contenido y sigue asi hombre!
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
Muchas gracias por tu apoyo!! 😃💪
@mja3145
@mja3145 6 күн бұрын
Very helpful insights
@user-ie4li9xj2v
@user-ie4li9xj2v 8 ай бұрын
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.
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
😄 Thank you! So glad you find it helpful! 😃🙌
@hazema.6150
@hazema.6150 8 ай бұрын
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.
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
Glad you enjoyed it! Thank you for your kind words and wishes. 😃🙌
@yuqianglin4514
@yuqianglin4514 8 ай бұрын
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!
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
You are welcome!! Best of luck with your project! 😃🙌
@lanreuzamere4994
@lanreuzamere4994 8 ай бұрын
Great one Philippe! Awesome!!
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
Thank you! Glad you enjoyed it! 😃
@lennard3042
@lennard3042 8 ай бұрын
I think i've gone to far down the programming madness, i was literally shouting from the joy of seeing this video
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
😂 Glad you enjoyed it! 🙂🙌
@ajarivas72
@ajarivas72 4 ай бұрын
@@ComputerVisionEngineer Great video. I am your fan. Is there a similar framework to *ULTRALYTICS* for sound and noise analysis, recognition and detection?
@ComputerVisionEngineer
@ComputerVisionEngineer 4 ай бұрын
@@ajarivas72 there are many Python packages to work with audio, depending on the type of analysis you are looking for
@Niranga.555
@Niranga.555 8 ай бұрын
Hey, Thank you for updating the Roadmap. Really important. Thanks again to your great effort.
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
You are welcome! Glad you enjoyed it! 😃
@adrian_maulana3404
@adrian_maulana3404 6 ай бұрын
Thanks bro
@mirabirhossain1842
@mirabirhossain1842 8 ай бұрын
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!
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
Glad you enjoyed it! Best of luck finding your first job in computer vision! 😃🙌
@mirabirhossain1842
@mirabirhossain1842 8 ай бұрын
@@ComputerVisionEngineer ^_^
@Loicmartins
@Loicmartins 5 ай бұрын
Thank you so much for your work!
@ComputerVisionEngineer
@ComputerVisionEngineer 5 ай бұрын
You are welcome! 😃🙌
@Ce_Lazca
@Ce_Lazca 3 ай бұрын
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.
@neharneharimran5990
@neharneharimran5990 8 ай бұрын
"👏 Thank you, Felipe, for the fantastic computer vision roadmap video! 🚀 It is helping me navigate this exciting field.Amazing work! 🙌
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
You are welcome! So glad you enjoyed it!! 😊🙌
@ankitshaw2011
@ankitshaw2011 8 ай бұрын
Thankyou so much for the updated roadmap
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
You are welcome! 😃🙌
@suphotnarapong355
@suphotnarapong355 8 ай бұрын
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!
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
So glad you find it helpful! 😊 Yeah, absolutely, the tools may be important but learning how to solve the problems is much more important! 😃💪
@nguyethangvu9165
@nguyethangvu9165 24 күн бұрын
Respect
@Edprods
@Edprods 3 ай бұрын
very cool
@nabsgo
@nabsgo 2 ай бұрын
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.
@ComputerVisionEngineer
@ComputerVisionEngineer 2 ай бұрын
Sounds awesome!! So glad the content is helpful! Let us know how it goes! 😃💪
@HamzaKi-nl4gl
@HamzaKi-nl4gl 2 ай бұрын
wish you all the best.
@muhammadmidhat1141
@muhammadmidhat1141 8 ай бұрын
Thanks man Its really great
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
Thank you! Glad you enjoyed it! 😃💪
@SWAY222
@SWAY222 6 ай бұрын
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
@ComputerVisionEngineer
@ComputerVisionEngineer 6 ай бұрын
Thank you for your kind wishes. I am glad you found the content useful! 😃🙌
@doresrs4520
@doresrs4520 3 ай бұрын
What are the entry level jobs for a self taugh computer vision enginee
@morteza02
@morteza02 8 ай бұрын
thanks a lot 🙏🌹
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
You are welcome! 😃🙌
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
Try my premium courses! 😃🙌😊 ● End-To-End Computer Vision: Build and Deploy a Video Summarization API bit.ly/3tyQX0M ● Hands-On Computer Vision in the Cloud: Building an AWS-based Real Time Number Plate Recognition System bit.ly/3RXrE1Y ● Machine Learning Entrepreneur: How to start your entrepreneurial journey as a freelancer and content creator bit.ly/4bFLeaC All my premium courses are available to the Computer Vision Experts in my Patreon. 😉 www.patreon.com/ComputerVisionEngineer
@itaydagan7459
@itaydagan7459 2 ай бұрын
Thanks! why you are not mention deep learning/CNN?
@atatekeli9295
@atatekeli9295 7 ай бұрын
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?
@ComputerVisionEngineer
@ComputerVisionEngineer 7 ай бұрын
Hey, there are many advanced mathematics topics which could be useful for computer vision. Calculus, linear algebra, differential equations, probability, information theory, optimization, etc. 💪💪
@yusupovazamjon
@yusupovazamjon 7 ай бұрын
thanks it was very helpful for me
@ComputerVisionEngineer
@ComputerVisionEngineer 7 ай бұрын
You are welcome! 😃
@ajaypatro1554
@ajaypatro1554 7 ай бұрын
for imagery (Remote Sensing)
@Claudio-tn2yg
@Claudio-tn2yg 6 ай бұрын
I’ve been a data analyst for two years now and I’m going to specialize with your help. Tks 😁
@ComputerVisionEngineer
@ComputerVisionEngineer 6 ай бұрын
😃 Sounds awesome! Glad the content is useful!! 💪🙌
@anilsharma32g
@anilsharma32g 4 ай бұрын
You are Great Sir
@ComputerVisionEngineer
@ComputerVisionEngineer 4 ай бұрын
Thank you for your support! 😃🙌
@techradar6787
@techradar6787 8 ай бұрын
Brilliant ❤❤❤
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
Thank you!! 😊🙌
@pankajjoshi8292
@pankajjoshi8292 8 ай бұрын
sir playlist link
@bitcode_
@bitcode_ 2 ай бұрын
i like this one
@jorgeluisg
@jorgeluisg 7 ай бұрын
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!
@ComputerVisionEngineer
@ComputerVisionEngineer 7 ай бұрын
Hola, yo creo que tomaria todo, cabeza y hombros.
@jorgeluisg
@jorgeluisg 7 ай бұрын
@@ComputerVisionEngineer muchas gracias Felipe!
@oguapi
@oguapi 6 ай бұрын
Crack Felipe 🙌
@ComputerVisionEngineer
@ComputerVisionEngineer 6 ай бұрын
Gracias! 😄
@MyHomeExperiments
@MyHomeExperiments 8 ай бұрын
Hello Felipe, it's a great roadmap. Is the low level programming path same as becoming an embedded software engineer?
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
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. 🙌
@krs7936
@krs7936 8 ай бұрын
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?
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
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. 🙌
@mohamedshata5109
@mohamedshata5109 8 ай бұрын
really appreciate the old road map was too sample and confusing ❤
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
Yeah it was 😄. You are welcome! 😃🙌
@nguyenthehoang9148
@nguyenthehoang9148 8 ай бұрын
Hi The diagram's object detection full course is mistakenly linked to the image classification full course. :D Please check it!
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
Thank you so much for the heads up!!! It is fixed now! 😃🙌🙌
@mini-momentclips
@mini-momentclips 8 ай бұрын
You are amazing although I am not a native English speaker but love to watch your tutorial I am just a beginner
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
Thank you!! 😃🙌
@gustavojuantorena
@gustavojuantorena 4 ай бұрын
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!
@ComputerVisionEngineer
@ComputerVisionEngineer 4 ай бұрын
Hola, tal vez álgebra lineal, cálculo y probabilidad, sean las materias más importantes. 🙌
@gustavojuantorena
@gustavojuantorena 4 ай бұрын
@@ComputerVisionEngineer Gracias!
@bhavyasharma9784
@bhavyasharma9784 7 ай бұрын
This video is a gem
@ComputerVisionEngineer
@ComputerVisionEngineer 7 ай бұрын
Thank you! 😃🙌
@muhammadzakiahmad8069
@muhammadzakiahmad8069 8 ай бұрын
Came at the right time, just decided to specialize in Computer Vision.
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
😃💪🚀
@anibalsancheznuma3133
@anibalsancheznuma3133 Ай бұрын
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???
@ComputerVisionEngineer
@ComputerVisionEngineer Ай бұрын
Yes, after that jumping directly to OpenCV is a good idea. 💪
@MatzWerk
@MatzWerk 28 күн бұрын
Would you recommend a jetson nano over a coral tpu?
@ComputerVisionEngineer
@ComputerVisionEngineer 28 күн бұрын
Coral tpu is only useful to accelerate some specific architectures, with nvidia Jetson nano you can accelerate any type of architecture if not mistaken.
@anshulkalia8982
@anshulkalia8982 3 ай бұрын
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?
@ComputerVisionEngineer
@ComputerVisionEngineer 3 ай бұрын
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. 🙌
@genzprogrammer
@genzprogrammer 8 ай бұрын
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
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
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. 😃🙌
@oilbender
@oilbender 4 ай бұрын
Is there a lot missiong from here in the extended version?
@ComputerVisionEngineer
@ComputerVisionEngineer 4 ай бұрын
In the extended version I show you many more specialization paths. 🙌
@sanjairaj4391
@sanjairaj4391 5 ай бұрын
Hi Felipe and KZfaq 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 .
@ComputerVisionEngineer
@ComputerVisionEngineer 5 ай бұрын
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. 🙌
@user-hz9ic2yj1h
@user-hz9ic2yj1h 8 ай бұрын
Best Teacher of computer vision (love from Pakistan🥰🥰)
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
Thank you for your support! 😃🙌
@bibhutibaibhavbora8770
@bibhutibaibhavbora8770 8 ай бұрын
Happy teachers day❤
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
Thank you! 😃💪
@Marcocandel9
@Marcocandel9 8 ай бұрын
Thank you for sharing this! Unestimated value around this guide
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
You are welcome! Glad you find it useful! 😃
@sasanmir8122
@sasanmir8122 8 ай бұрын
My lad can you please make a video on oriented object detection model such as yolov5 obb
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
I will try to. 🙌
@peterhajj2107
@peterhajj2107 2 ай бұрын
Do i learn this in electrical engineering?
@ComputerVisionEngineer
@ComputerVisionEngineer 2 ай бұрын
At some universities the electrical engineering program involves some computer vision.
@peterhajj2107
@peterhajj2107 2 ай бұрын
@@ComputerVisionEngineer is machine vision the same ?
@bryanttello7142
@bryanttello7142 8 ай бұрын
genial
@ComputerVisionEngineer
@ComputerVisionEngineer 8 ай бұрын
😃🙌
@datawithtess
@datawithtess 5 ай бұрын
How will will it take to learn?
@ComputerVisionEngineer
@ComputerVisionEngineer 5 ай бұрын
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! 😃🙌
@Errors404
@Errors404 7 ай бұрын
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😌
@ComputerVisionEngineer
@ComputerVisionEngineer 7 ай бұрын
You can go as deep as you want in each module 😃💪💪
@Edprods
@Edprods 3 ай бұрын
پشماااااام
@Tuoc_Nguyen
@Tuoc_Nguyen 3 ай бұрын
I'm 27 years old this year, it's a bit late to start learning about it
@ComputerVisionEngineer
@ComputerVisionEngineer 2 ай бұрын
No, it is never late! 💪
@Tuoc_Nguyen
@Tuoc_Nguyen 2 ай бұрын
I sincerely thank you for the knowledge you have shared. Wish you always healthy@@ComputerVisionEngineer
@darkwoodmovies
@darkwoodmovies 3 ай бұрын
Damn, you lost me at Python. But at least C++ works well of a lot of vision applications too.
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