Learn Computer Vision

I've designed a free curriculum to help anyone learn Computer Vision in the most efficient way possible! My curriculum starts off with low level vision techniques and progressively increases in difficulty until we get to high level analysis techniques i.e deep learning. Don't worry if you've never coded before, i've included links to help you learn Python as well. Now is the time to build computer vision solutions, the world needs these menial tasks automated to help liberate humans from drudgery. The tools needed are python, OpenCV, and Tensorflow, all of which have their place and I'll explain all the details of how it fits together in this video. Enjoy!
Curriculum for this video:
github.com/llSourcell/Learn_C...
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Prerequisites are here:
- Learn Python
www.edx.org/course/introducti...
- Calculus tutorial.math.lamar.edu/pdf/Ca...
- Linear Algebra www.souravsengupta.com/cds201...
The rest of the curriculum is in the github link above, check it out!
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Пікірлер: 236

  • @himanshuagarwal3451
    @himanshuagarwal34515 жыл бұрын

    Thanks for all your curriculums.. you are the Siraj raval of modern era ..

  • @fatimaezzahra620
    @fatimaezzahra6205 жыл бұрын

    OMG i love you sooo much for this. I just graduated college and I'm realizing that I didn't learn computer vision the right way, so I've been looking for online courses. Thank you so much.

  • @Ezio-Auditore94
    @Ezio-Auditore945 жыл бұрын

    Your curriculum videos are one of the best ideas you had. Your passion and effort for teaching make us, your students, love you more every day. I think there's no place in the world where you can feel alone xD. We are everywhere.

  • @saquibnadeemhashmi9337
    @saquibnadeemhashmi93375 жыл бұрын

    Thank you so much Siraj for this amazing curriculum..................You are playing a major role in driving forward the AI wheel.

  • @Harsh-pf4mq
    @Harsh-pf4mq5 жыл бұрын

    I was waiting for this course from the moment you announced it in the nlp curriculum video, thanks for such being a great mentor.

  • @GoncaloGuitarist
    @GoncaloGuitarist5 жыл бұрын

    I swear Siraj, how do you know what I need every. Damn. Time?! Thank you (again!).

  • @Views-qf2eg
    @Views-qf2eg5 жыл бұрын

    Appreciate that you're pulling all of this information together 🔥

  • @siddharthdebnath6698
    @siddharthdebnath66985 жыл бұрын

    Thanks a lot, Siraj!! I was waiting for this one after you released NLP video...

  • @austinmitchell2652
    @austinmitchell26525 жыл бұрын

    That "Wx + b < 0" meme killed me xD

  • @bhaveshwadhwani8841
    @bhaveshwadhwani88415 жыл бұрын

    Great video siraj ... Thanks for making such extremely great videos in the need of time. Really appreciate your work and efforts. Will follow this material :-)

  • @amarparajuli692
    @amarparajuli6925 жыл бұрын

    This is till now the best curriculum that you have made.

  • @jayrollo1352
    @jayrollo13525 жыл бұрын

    Don't let idiots put you down siraj. I love these learn subject videos. People need to realize that sometimes speed and application beat thorough knowledge.

  • @stanislavyankovskiy1374

    @stanislavyankovskiy1374

    5 жыл бұрын

    100% agree with you!

  • @nathanberriman4330
    @nathanberriman43302 жыл бұрын

    Thanks for this info. As a recruiter in Tech, i have just been tasked with hiring Computer Vision Engineers for a smart robotics company and honestly I hadn’t any prior knowledge of CV.

  • @debankurrocks
    @debankurrocks5 жыл бұрын

    Thank you for this. I really needed a comprehensive content organised for the project I am working on...

  • @LOogt
    @LOogt5 жыл бұрын

    I love that you mentioned template matching!!!

  • @MrWolly95
    @MrWolly955 жыл бұрын

    Thanks for your job! The society of the future will benefit from this, due to the impact in young ai researchers' mind

  • @bardhrushiti184
    @bardhrushiti1845 жыл бұрын

    Hey man, I think it is a great curriculum, and that's why I decided to start to actually explore it myself. The sections for reading are a bit confusing. Can you please make a list of sections we should read. Thanks in advance!

  • @scholar_sukhiya
    @scholar_sukhiya5 жыл бұрын

    man u r awesome, thanks for this great curriculum, this is just what I needed, u are a Messiah for us developers.

  • @connorshorten6311
    @connorshorten63115 жыл бұрын

    Looks like a great curriculum! I would also highly recommend playing with Data Augmentations and using AutoML techniques like AutoAugment or Population-based Augmentation to optimize your augmentations! I would also add that visualizing the CNN features with techniques like DeepDream can be really interesting as well! Great work as always!

  • @avinashdwivedi2015

    @avinashdwivedi2015

    5 жыл бұрын

    Can you tell me where to find the stuffs you just mentioned.. legit ones

  • @ankitcaring

    @ankitcaring

    4 жыл бұрын

    Could u tell from we could learn Augmentation and augmented app building

  • @JustLikeRAV
    @JustLikeRAV5 жыл бұрын

    Can't wait to start. Thanks

  • @deep_dreams
    @deep_dreams5 жыл бұрын

    The Best Curriculum i have seen so far, It has been such a headache to parse through the crazy amounts of material available online. Thanks for providing us this amazing curriculum Siraj..

  • @abhishekreddy7083
    @abhishekreddy70835 жыл бұрын

    This is amazing...Let's start delving into CV

  • @andreypopov6166
    @andreypopov61662 ай бұрын

    This is probably the video that will make me, finally, start learning Image processing and CV at my 40 y.o. :))) Thanks!

  • @martinpetersson4350
    @martinpetersson43505 жыл бұрын

    Thanks Siraj this was just what I needed right now!

  • @andreemidio1
    @andreemidio15 жыл бұрын

    I love it Siraj, I was need it. Thanks !

  • @adityamukewar
    @adityamukewar5 жыл бұрын

    Thanks a lot for the amazing curriculum, Can you build similar kind of thing for getting started with Reinforcement Learning? Keep up the good work.

  • @akashkore9196
    @akashkore91965 жыл бұрын

    You are the best Siraj , your videos are always awesome !!

  • @mayanksultania5737
    @mayanksultania57375 жыл бұрын

    Hats off Siraj sir!!! Thanks a lot for everything you have done for us. I wish that I would be such an able person to sign the Patreon but unfortunately I amn’t. But again thank you so much!! Love from India❤️

  • @chillybean9662
    @chillybean96625 жыл бұрын

    I needed this. Thanks so much man!

  • @dr.jidemichael4989
    @dr.jidemichael49895 жыл бұрын

    This is highly helpful. Thank you so much siraj. Getting to work!!

  • @barrahhanane4883
    @barrahhanane48835 жыл бұрын

    Thank you so much Siraj Raval, you're a great teacher.

  • @hardikajmani5088
    @hardikajmani50885 жыл бұрын

    Much needed video 🔥 Well organized. Thanks ✌🏻

  • @Krimson5pride
    @Krimson5pride5 жыл бұрын

    Hey dude, thanks for all your videos. They are compact, clear and above all, has a motivational message. I feel bad for asking it, but can you make a video on how to make a house prices or oil prices prediction video?

  • @bossmaniacgames
    @bossmaniacgames5 жыл бұрын

    such an amazing channel...

  • @startupdude123
    @startupdude1235 жыл бұрын

    Hey siraj you saved my internship. You are a hero !

  • @lovely-shrubbery8578
    @lovely-shrubbery85785 жыл бұрын

    dude you're invaluable to humanity :)))

  • @andy-o
    @andy-o5 жыл бұрын

    Just so you know, you might have to change the introduction to python course from your curriculum. The course is still free, however there is no access to the actual exercises anymore if you do not purchase the 99$ course certificate - which is.. questionable(?)

  • @prasadkadam4915
    @prasadkadam49154 жыл бұрын

    You are big brother to lot of us beginners guiding us through. ❤

  • @kushalbhavsar3454
    @kushalbhavsar34545 жыл бұрын

    Happy Guru Purnima Siraj sir✌️✌️

  • @florinaregius1962
    @florinaregius19623 жыл бұрын

    I am a huge fan of your work. I have received SEVEN offer letters from various just by studying your youtube videos.

  • @gauravbhisikar6381
    @gauravbhisikar63815 жыл бұрын

    The Most awaited series

  • @tanmayjain1584
    @tanmayjain15845 жыл бұрын

    bro...they way u design curriculum it's awesome...i tried ur DATA LIT and mahn it really needs intense focus to go on and on in it...... how do u keep urself motivated and determined through all these....

  • @timf9740
    @timf97404 жыл бұрын

    This is incredible, thank you!

  • @belegendary8645
    @belegendary86455 жыл бұрын

    These curriculums are sooo freaking awesome 💯💯✨

  • @username42
    @username425 жыл бұрын

    omg whats what we were waiting for some time and now it is here :))

  • @NasserAbdou
    @NasserAbdou5 жыл бұрын

    Thanks for all your curriculums, Siraj! Please can you give us other currilums about Reinforcement learning and Generalized deep learning?

  • @kevin_delaney
    @kevin_delaney5 жыл бұрын

    This is great because I was just doing a course earlier today on ROS studio so I can use an Intel RealSense 435i on a Jetson nano (or agx, which has Volta cores! 😈) To build a self-navigating.... Something, idk yet. So this is like perfect timing 😆

  • @luis96xd
    @luis96xd5 жыл бұрын

    This is an excellent video, Thank you so much! :D

  • @anuraglahon8572
    @anuraglahon85725 жыл бұрын

    awsome man will follow it

  • @kittu31991
    @kittu319915 жыл бұрын

    Much appreciated. Thanks a lot for the videos. You rock :)

  • @joelmathew7998
    @joelmathew79985 жыл бұрын

    Thanks for the videos siraj. Hope you are taking care of your health too during these grinding days

  • @asad_mirza
    @asad_mirza4 жыл бұрын

    not only i suscribed but added this video to best videos playlist

  • @pradeepkumar-rk8dx
    @pradeepkumar-rk8dx5 жыл бұрын

    liked it even before watching completely.. thank you siraj

  • @IvanGoncharovAI
    @IvanGoncharovAI5 жыл бұрын

    Really interesting curriculum, thanks!

  • @adilfarooq1430
    @adilfarooq14304 жыл бұрын

    Great resource on CV. Thankyou

  • @devashishprasad2747
    @devashishprasad27475 жыл бұрын

    Thanks for this Siraj🎉🔥🎆.... But I wonder why the name Adrian Rosebrock was not in the curriculum.... Love from INDIA.....

  • @ivanm.1114
    @ivanm.11144 жыл бұрын

    Thank you sir, I will make good use of the material from this course for my college classes.

  • @shikharchaudhary6984
    @shikharchaudhary69845 жыл бұрын

    Please make a similar curriculum on Computer Graphics and Augmented Reality.

  • @racer329
    @racer3295 жыл бұрын

    Thank you! this was yet another awesome video

  • @Nova-Rift
    @Nova-Rift5 жыл бұрын

    Thank you! you're amazing Saraj

  • @awaiskhalid4593
    @awaiskhalid45934 жыл бұрын

    thanks alot bro. that help me alot

  • @jamahusseinmohamud6847
    @jamahusseinmohamud68475 жыл бұрын

    How do you learn so quickly the traditional Computer vision. I have been in computer vision sector for couple of years, and you seem to know all most all the needed requirements. I was thinking you were more into data science lol. Congrats for your learning quickly skills.

  • @1122slickliverpool
    @1122slickliverpool5 жыл бұрын

    Dawg I love you Siraj. The Future reference in the beginning was fucking epic. 😭🙌🏾 #doitfortheculture

  • @maheshhiremath5048
    @maheshhiremath50485 жыл бұрын

    Thank you for such good content 🙏

  • @saanvisharma2081
    @saanvisharma20815 жыл бұрын

    I'll punish myself for not subscribing you until now. Now I can't hold further!!!! Finally you've earned a loyal subscriber.

  • @mmughal
    @mmughal5 жыл бұрын

    Amazing !!! Thank you

  • @sachinmukherjee29
    @sachinmukherjee295 жыл бұрын

    Thanks Siraj😊

  • @piyushverma3485
    @piyushverma34855 жыл бұрын

    ❤️This video... Exactly what was required..

  • @Stwinky
    @Stwinky5 жыл бұрын

    Killin it my man!

  • @DrSirmacek
    @DrSirmacek5 жыл бұрын

    What a great idea to prepare this curriculum. I will teach at our school of AI!

  • @dmarsub
    @dmarsub5 жыл бұрын

    I need this for screenshot analysis for some data science. I hope there is a relatively reasonable approach. What are the best finished products one could use?

  • @arifanjum84
    @arifanjum845 жыл бұрын

    Thanks Siraj. You are doing great work. can you pls suggest a curriculum on data fusion from sensors (visual sensors)

  • @bossgd100
    @bossgd1005 жыл бұрын

    Thank for great content

  • @ahmedhusham7728
    @ahmedhusham77285 жыл бұрын

    For PhD project, do you recommend to select one of computer vision fields or NLP application fields?

  • @backgroundnoiselistener3599
    @backgroundnoiselistener35995 жыл бұрын

    Can you do another video on how to build a career around computer vision? What profile do I need to become a professional computer vision engineer?

  • @hardikkamboj3528
    @hardikkamboj35284 жыл бұрын

    salute to you sir....

  • @jaydeepvaru
    @jaydeepvaru5 жыл бұрын

    Are Just awesome man.

  • @chiazorkwentoh3360
    @chiazorkwentoh33605 жыл бұрын

    thanks siraj

  • @aimanhujazi
    @aimanhujazi5 жыл бұрын

    You've inspired me to start Fownderz.com Siraj, thus your name served a literal purpose in my case :) Fownderz, utilizes most of the AI divisions you've mentioned from CV to to NLP

  • @erfantaghvaei3952
    @erfantaghvaei39524 жыл бұрын

    That part when he said for extremely useful use cases like hot or not :D

  • @lamhepreeti50
    @lamhepreeti505 жыл бұрын

    Pls make some maths series needed for Computer science

  • @richardpassett924
    @richardpassett9245 жыл бұрын

    Thank you!

  • @ibrahimhalouane8130
    @ibrahimhalouane81305 жыл бұрын

    Nice, @Siraj, Can you make a video about Graph Databases (Neo4j, OrientDB, ArangoDB) and Data Science?

  • @angquoctien4640
    @angquoctien46405 жыл бұрын

    it's cool, tks.

  • @elleollanas
    @elleollanas5 жыл бұрын

    you are AMAZING

  • @stanislavyankovskiy1374
    @stanislavyankovskiy13745 жыл бұрын

    awesome!

  • @garimasharma2985
    @garimasharma29854 жыл бұрын

    Hi Siraj ..I am your new subscriber and a big fan.Just one request if you can create a curiculum for robotics and embedded system it will be great

  • @forgewhelbon1131
    @forgewhelbon11312 ай бұрын

    Thanks bro 😊

  • @greeshmam.s.r7985
    @greeshmam.s.r79855 жыл бұрын

    Very useful

  • @94213915
    @942139155 жыл бұрын

    Sir I loved the video and I want more knowledge on OCR software. How can I develop a OCR software to extract text from images and PDF which contains large files ... I want to use devanagari language text extraction

  • @alejandroespinosa894
    @alejandroespinosa8945 жыл бұрын

    I only have one question: How do you design this curriculums? I've been interested for a while in signal processing and emotional analysis in audio, and knowing how to organize a curriculum might help a lot. For the time being, it is time to code

  • @bithovvinu9635

    @bithovvinu9635

    5 жыл бұрын

    He covered this in his 'How to Learn Faster' video.

  • @ziminfan1664
    @ziminfan16645 жыл бұрын

    Hi, how to get the link of the projects in your github?

  • @zd247
    @zd2475 жыл бұрын

    Hi all, just a question, is it necessary to follow through with all the homework in the "The Ancient Secret of Computer Vision" course?

  • @sourabhsinha6321
    @sourabhsinha63215 жыл бұрын

    CV lit, thanks ☺️

  • @sanzida7
    @sanzida74 жыл бұрын

    Thanks a lot

  • @ahmedhusham7728
    @ahmedhusham77285 жыл бұрын

    So what about image recognistion and patter recognition is it related to Optical Charcter regongition and what about Image enhacement? Could you please show us where we can classify it in your sturcutre?

  • @ferriswhitehouse1476
    @ferriswhitehouse14763 жыл бұрын

    You have great energy/enthusiasm without making me extremely annoyed at the fakeness of it. You are an awesome teacher

  • @user-bj4jq5gy6n
    @user-bj4jq5gy6n5 жыл бұрын

    Hi Siraj! Could u enable autogenerating subtitles for all of yours videos? cuz more comfortable to understand with text for foreigners. Thx

  • @vijaydattu709
    @vijaydattu7095 жыл бұрын

    Thank you

  • @sabazalam1987
    @sabazalam19875 жыл бұрын

    Sir can I take Ml course by knowing only python basic

  • @seanhardy_

    @seanhardy_

    5 жыл бұрын

    Yes absolutely, just start, if you really want to learn machine learning you should just go right ahead. Dont't worry if it seems daunting, you will learn much faster!

  • @avinashdwivedi2015

    @avinashdwivedi2015

    5 жыл бұрын

    @@seanhardy_ what to do after ML course of andrew NG

  • @joshi98kishan

    @joshi98kishan

    5 жыл бұрын

    @@avinashdwivedi2015 After Andrew ng's course, start doing fast.ai courses....they are great and practical

  • @avinashdwivedi2015

    @avinashdwivedi2015

    5 жыл бұрын

    @@joshi98kishan thanks man...