An updated version of this computer vision roadmap is available here: kzitem.info/news/bejne/pZeivGmEqGaUkmU 🙌
@ssaniljainn
Жыл бұрын
I got rejected by 4 companies only because they wanted C++ as a requirement for CV roles. Before this, I was only aware of python and even did work and made projects in python.
@ComputerVisionEngineer
Жыл бұрын
Hey Sanil, C++ may be a very important requirement in some domains. Any project where the execution time and /or resource management are critical will have C++ as a strong requirement, for sure.
@user-uz1gj6gj4x
Ай бұрын
Thanks !! Now I know that I am in right path
@nguyenthehoang9148
Жыл бұрын
I like the idea that you emphasize the importance of software development skills. At the end of the day, working on ML & DL or any subsets of the field (e.g., computer vision) in production is a kind of software development work. Perhaps, only people doing research might not need software-related skills. As a person who just started learning this field, what I aim at is to showcase my projects to future employers; therefore, I have to learn some web dev skills to do end-to-end projects. However, it's nice to have linear algebra and calculus understanding; for example, when I heard the term images are a type of unstructured data, it was confusing, but seeing that an image is just a combination of 3 matrices made it much more familiar.
@ComputerVisionEngineer
Жыл бұрын
Yes, I agree. Web dev skills are very valuable to build user interfaces to showcase your projects. Also, if you are going to work in AI as a freelancer or in a startup, chances are that besides building the machine learning models you will need to handle the deployment, testing, and whatever-is-needed around those models. So docker, cloud dev, web dev, etc. are very important skills as well. 🙌
@arpitsinghal07
Жыл бұрын
A good overview, surprised you did not mention learning convolutional neural networks using a deep learning framework like tensorflow/pytorch.
@ComputerVisionEngineer
Жыл бұрын
Hey! Tensorflow, Pytorch, and deep learning frameworks are implicitly included in the machine learning basics module. I kept the roadmap very high level. Maybe next time I can mention specific libraries/resources for all modules! Thank you for your feedback! 😃💪
@arpitsinghal07
Жыл бұрын
@@ComputerVisionEngineer can't wait for more videos, keep up the good work🙂
@StaMariaRock
Жыл бұрын
Amazing!!!! Thanks so much Felipe, always high-top videos
@ComputerVisionEngineer
Жыл бұрын
My pleasure! Thank you for your support, Gianmarco! 😄
@sebastiangaviria9539
3 ай бұрын
Me volví fan tuyo, qué capo, tus explicaciones son maravillosas. Gracias por todo tu trabajo, me inspiraste más a llevar mi carrera a otro nivel. Te saluda y agradece un Ingeniero Físico :D
@ComputerVisionEngineer
3 ай бұрын
Gracias! Me alegra que el contenido sea útil! 😃🙌
@amarsinhjadhav8156
4 ай бұрын
I hope this message finds you well. I'm currently working as a Data Scientist and considering specializing in either Natural Language Processing (NLP) or Computer Vision (CV) for my future career growth. I believe both fields have immense potential, but I'm seeking expert advice to make an informed decision. Could you please share your insights on the following(Please don't say both are important 😄 ): Which field, in your opinion, has better long-term career prospects? In terms of job opportunities, which field tends to have more openings and demand? Your expertise and guidance would greatly assist me in making a well-informed career choice. Thank you
@ComputerVisionEngineer
4 ай бұрын
Hi, it is hard to say what will happen in the future, I think robotics is a field that will grow a lot in the next few years.
@latentbhindi837
9 ай бұрын
2:12 Fundamentals ke liye projects 4:08 robotics low level 8:38 ml using scikit learn 13:23 bhagwaan waala level 20:22 must haves for a developer
@ingluissantana
Жыл бұрын
Muchasssss gracias Felipe!!!!!
@ComputerVisionEngineer
Жыл бұрын
My pleasure! 🤠💪
@Love_and_wisdom
Жыл бұрын
Very useful. Thanks.
@ComputerVisionEngineer
Жыл бұрын
You are welcome! I am happy you found it useful! ☺️
@nguyenthehoang9148
Жыл бұрын
A common question for beginners might be whether a beginner should follow instructions for a tool-based approach (e.g., OpenCV, yolo tutorial, etc.) or should I follow a problem-based approach (e.g., seeing examples of problems and tutorials on how to solve them)?
@ComputerVisionEngineer
Жыл бұрын
Hey, that is a very good question! I like problem based because it makes you learn just the right amount of the tools you use, and you are focused on finding a robust solution with any tools you can find, which is a good way to approach a project. A tools based approach may bias you to learn how to use a tool instead of how to solve a problem, so when you are facing a problem you may try to fit it to the tools you are familiar with and by doing so you will not find the most optimal solution. On the other hand, a tools based approach usually makes the learning process faster; with problem based sometimes you end up inventing the wheel. 😅 So maybe a good combination between the two is the best. 💪🙌
@eoinoconnor1924
4 ай бұрын
Mathematics basics you need to know 9:09
@mh47saiyyad21
Жыл бұрын
Thankyou sir
@Mehrdadkh87
10 ай бұрын
Best Intro.
@ComputerVisionEngineer
10 ай бұрын
Thank you! 😃
@orangemachinevision
11 ай бұрын
That is great
@nataliekitiengwong5265
Ай бұрын
Hello Felipe, thanks for sharing the knowledge! Do you think it is possible to be a CV Engineer without a CS degree? if possible, how do you get there without a CS degree?? Thank you so much!!!
@ComputerVisionEngineer
Ай бұрын
Hello, yes I think it is possible, work on many computer vision projects! 💪💪
@jahnvisikligar7397
Жыл бұрын
you are really doing a good job by educating ppl to become efficient CV Engineers. Looking forward to more video content on CV from your side.🙌🙌
@ComputerVisionEngineer
Жыл бұрын
Thank you! More computer vision content is coming up! 😃🚀
@user-sp1ps6iy6c
7 ай бұрын
First tell what is computer vision ? And Why there 1000 job titles in computer field ?
@ComputerVisionEngineer
7 ай бұрын
I will try to make another video about what is computer vision. 🙌
@oguapi
Жыл бұрын
Gracias por la información.
@ComputerVisionEngineer
Жыл бұрын
😃🙌
@chandrangshusarkar6070
11 ай бұрын
Please suggest a course for computer vision engineer in your channel
@novojitdas3997
Жыл бұрын
Brother, can you suggest some books you followed?
@fernandobeniteshuamani1147
Жыл бұрын
Thanks for your recommendation on this. I am a final cycle electronic engineering student, and I am looking for an area in which I can specialize. I was wondering if you could recommend me which of these two options has better job offers: "computer vision" or "signal and image signal processing", best regards.
@ComputerVisionEngineer
Жыл бұрын
Hey Fernando, I think both of them have pretty much the same amount of job offers. From my perspective "computer vision", "signal processing", "machine learning" or even "applied mathematics", they are just different ways to call exactly the same type of jobs. So there is not really a big difference between them. 💪🙌
@fernandobeniteshuamani1147
Жыл бұрын
I appreciate it so much, I will be attentive to your next videos!!
@SebaV239
Жыл бұрын
Muchas gracias por el video! Sos Argentino? Estudié 3 años en UTN Ing. Electrónica (me dio muy buen nivel en C/C++ y Python) el título es muy importante?? Hoy trabajando en un proyecto con video de CCTV en C#. Recomendás open CV en C++ cuestiones de velocidad? En qué plataformas recomendás buscar puestos? Quiero pegar un salto en mi carrera!! Gracias!!
@ComputerVisionEngineer
Жыл бұрын
Hola! Soy uruguayo! 🇺🇾 El título puede ser 'importante' dependiendo de la empresa a la que apliques. Aunque, personalmente, creo que en general se va volviendo cada vez menos importante. Recomiendo OpenCV en C++ en casos donde sea necesario optimizar la velocidad de ejecución y el manejo de memoria. Sobre en qué plataforma buscar puestos, desde hace mucho tiempo trabajo como freelancer, por lo que tal vez no sea el más adecuado para aconsejarte en este punto. Te deseo suerte en tu carrera! 😃🙌
@ParvezKhan-uo7tt
Жыл бұрын
Hello sir, I am working as a software developer in the automotive domain. I want to learn Computer vision for the automotive domain. Apart from the things you said what else do I need to learn. Till now I have completed Python and have good command and now starting OpenCV. Do I also need to learn about the Deep learning concept? Thank you.
@ComputerVisionEngineer
Жыл бұрын
Hey Parvez, sure deep learning is important! I would say also focus on object detection, image segmentation and depth estimation! 💪🙌
@yashajitsaria3348
Жыл бұрын
can you provide resources for the mentioned modules, please?
@ComputerVisionEngineer
Жыл бұрын
Sure, I will link resources to each module soon. 🙌
@itheblackwolfofmyfamily
Жыл бұрын
Do you mind posting Computer Vision course using C++? Thank you in advance!
@ComputerVisionEngineer
Жыл бұрын
Hey Robel, sure, I will try to make a course on OpenCV with C++! 😃🙌
@rakeshkumarrout2629
Жыл бұрын
this is really useful.Where can we get research papers in Deeplearning computer vision and GAN.Kindly help.
@ComputerVisionEngineer
Жыл бұрын
Hey Rakesh! paperswithcode.com is definetely a good site to get research papers in deep learning, computer vision and GANs! 😃💪
@MILANCHANDVK
11 ай бұрын
Brother i have Diploma in Mechatronics and PG Diploma in Data Analytics and AI. I could apply for CV jobs right?
@ComputerVisionEngineer
11 ай бұрын
Yes, I think you could apply. Also, I was recently told by a technical recruiter that given that my educational background is on Electrical engineering, which is a field not related to it, a certification in machine learning (from aws, Google cloud, or azure) is a plus when applying for a machine learning job. Given that your background is on mechatronics, the same could apply to you.
@MILANCHANDVK
10 ай бұрын
@@ComputerVisionEngineer Also how to get CV jobs as a fresher fast?
@ComputerVisionEngineer
10 ай бұрын
@@MILANCHANDVK I will try to make a video about it
@ZakariyaYahya-do5xq
Жыл бұрын
I am an IT major can I still be computer vision engineer?
@ComputerVisionEngineer
Жыл бұрын
Sure! With a background in IT you can definitely transition to computer vision engineering. What type of IT is it? Software development?
@ZakariyaYahya-do5xq
Жыл бұрын
@@ComputerVisionEngineer Yes. We had courses such as Python, OOP, a web development course, software engineering, database development, NLP, web application development, and IoT development.
@fatimaezzahrakhalloufi2164
Жыл бұрын
can I find computer vision engineer jobs in remote??
@ComputerVisionEngineer
Жыл бұрын
Yes, sure! It is possible to find remote jobs as a computer vision engineer. 😃💪
@fatimaezzahrakhalloufi2164
Жыл бұрын
@@ComputerVisionEngineer can you give me some plateformes to find it i need it 🙏
@visionmorgan9940
Жыл бұрын
Can you recommend some online classes for computer vision engineer
@ComputerVisionEngineer
Жыл бұрын
Hey, well I have added some resources in the description of this video. What type of online classes do you mean?
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