Convolution Operation in CNN

In this video, we will understand what is Convolution Operation in CNN. Convolution Operation is the heart of Convolutional Neural Network. It is responsible for detecting the edges or features of the image. The main reason for the good performance of Convolutional Neural Network is Convolution Operation.
With simple mathematics, you will understand how Convolution Operation in CNN is able to detect edges of the image. Then we will also discuss how the Convolution Operation is performed in a colored image.
This video will be a complete package to understand Convolution Operation in CNN.
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Timestamp:
0:00 Intro
1:26 Convolution Operation in CNN
4:07 Vertical Edge detection
6:21 Convolutional Layer
7:23 Convolution Operation for Colored Image
9:12 End
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📕 Sorry, the Assessment quiz was deleted due to a technical issue. I will upload it after some time.
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Follow my entire playlist on Convolutional Neural Network (CNN):
📕 CNN Playlist: • What is CNN in deep le...
At the end of some videos, you will also find quizzes that can help you to understand the concept and retain your learning.
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✔ Complete Neural Network Playlist: • How Neural Networks wo...
✔ Complete Logistic Regression Playlist: • Logistic Regression Ma...
✔ Complete Linear Regression Playlist: • What is Linear Regress...
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Пікірлер: 135

  • @omoniyitope7826
    @omoniyitope7826Күн бұрын

    This is really interesting and simplified. Thank you so much for the handwork you put in

  • @p0tat0627
    @p0tat06272 жыл бұрын

    This is one of the best playlist for CNN. Thanks for the upload. Please continue helping the community. I am sure you will gain more views and support in the future when people will start to realize

  • @CodingLane

    @CodingLane

    2 жыл бұрын

    Yes… I will continue. Thank you so much!

  • @maharshitrivedi3749
    @maharshitrivedi37497 ай бұрын

    because of the graphics and visualization the concepts become more clear to me. thankyou for creating this content.

  • @photorealm
    @photorealm2 ай бұрын

    Very well explained, showing the resultant images with the edges made it all make sense. Thank yo9u for sharing.

  • @devanshshah396
    @devanshshah3968 ай бұрын

    By far the best explanation I have ever seen all over the internet. Respect _/\_

  • @dheemanth_bhat
    @dheemanth_bhat Жыл бұрын

    Thanks pal! Brilliant explanation.

  • @TortoisesShell
    @TortoisesShell10 ай бұрын

    Amazing content and explanation, keep up the good work mate!

  • @justheredoingnothing1170
    @justheredoingnothing1170 Жыл бұрын

    Targets exactly what I was confused about! Thank you so much for making this video, it is really great 😃

  • @CodingLane

    @CodingLane

    Жыл бұрын

    Glad it was helpful!

  • @rhandellmalicsi1824

    @rhandellmalicsi1824

    11 ай бұрын

    😊

  • @pragya1tiwari
    @pragya1tiwari4 ай бұрын

    Thank you for such crisp and to the point explanation. Being at an absolute beginner's level, this video was really helpful :)

  • @AyushKumar-kp9jz
    @AyushKumar-kp9jz Жыл бұрын

    Fabulous explanation!! Hats off!!

  • @KritiUvacha
    @KritiUvacha Жыл бұрын

    I read so many articles and watched many videos but your videos are just amazing, keep on going The depth of your understanding and your way is just outstanding. :)

  • @CodingLane

    @CodingLane

    10 ай бұрын

    Sorry I missed your comment earlier. But I am really glad to hear such words. Thank you 😇

  • @jeanpierrenyakuri8608
    @jeanpierrenyakuri86089 ай бұрын

    Excellent I like this video, it explains clearly the CNN concepts. You are the best CNN Lecturer for me.

  • @patrickorone1149
    @patrickorone11492 жыл бұрын

    thanks sir, this channel is a blessing to me. God bless you

  • @divyab592
    @divyab592Ай бұрын

    Very neat graphic illustration. Explains the concept so well

  • @mysto5107
    @mysto51077 ай бұрын

    Really love your explanination !

  • @sabazainab1524
    @sabazainab1524 Жыл бұрын

    Your playlist is the best that I found about CNN. Amazing content and it's so understandable. Lots of respect and love from Pakistan

  • @CodingLane

    @CodingLane

    10 ай бұрын

    Appropriate your words! Thanks!

  • @aysegulsezen4280
    @aysegulsezen42807 ай бұрын

    It was excellent explanation. Thank you.

  • @samueljohanes5219
    @samueljohanes5219 Жыл бұрын

    thank you... very helpful. i hope the quiz will available soon

  • @Kapilwankhede22
    @Kapilwankhede22Ай бұрын

    Hello Jay, thanks for making awesome videos ..

  • @shahidulislamzahid
    @shahidulislamzahid4 ай бұрын

    Helpful! Thank you.

  • @CodingLane

    @CodingLane

    4 ай бұрын

    Welcome!

  • @aashiagarwal9870
    @aashiagarwal9870 Жыл бұрын

    Amazing. Keep this good work up !!!!!!

  • @CodingLane

    @CodingLane

    Жыл бұрын

    Sure, thank you 😇!

  • @agogubaid2360
    @agogubaid23603 ай бұрын

    You answered all my doubts that were raised during my learning of CNN. Thank you so much

  • @CodingLane

    @CodingLane

    3 ай бұрын

    Glad to help :)

  • @newtonpermetersquared
    @newtonpermetersquared4 ай бұрын

    This was such a practical explanation 👌👌👌

  • @malikhamza9286
    @malikhamza92862 жыл бұрын

    Your videos are super helpful.

  • @CodingLane

    @CodingLane

    2 жыл бұрын

    Thank you so much!

  • @user-en4hl8dy8c
    @user-en4hl8dy8c3 ай бұрын

    Amazing explanation 🙌

  • @SamruddhiDivekar
    @SamruddhiDivekar9 ай бұрын

    Thank youuuuu❤Great Video👍

  • @sifatniloy3783
    @sifatniloy37836 ай бұрын

    thanks for making the video

  • @pradeeprekapalli8355
    @pradeeprekapalli83552 жыл бұрын

    Great video. My college learning is nothing. Thanks for explaining with real life example

  • @CodingLane

    @CodingLane

    2 жыл бұрын

    Happy to help 😇

  • @sujithsaikalakonda4863
    @sujithsaikalakonda4863 Жыл бұрын

    Wonderful explanation sir.

  • @abdulwahab-mf2cm
    @abdulwahab-mf2cm6 ай бұрын

    your videos are so helpful

  • @nguyenano402
    @nguyenano402Ай бұрын

    Thank you for your dedication and about the quizzes, I can't find it.

  • @sepphashemi4324
    @sepphashemi4324Ай бұрын

    you are awesoeme. good job for the nice work

  • @mahuyadeb4588
    @mahuyadeb45882 жыл бұрын

    So well explained in simple terms

  • @CodingLane

    @CodingLane

    2 жыл бұрын

    Thank you 😇

  • @ibrahimghaddar7877
    @ibrahimghaddar78774 ай бұрын

    great explaining

  • @akshitgoyal8484
    @akshitgoyal84849 ай бұрын

    best playlist

  • @arvinds7182
    @arvinds718210 ай бұрын

    the best video out there for cnn

  • @CodingLane

    @CodingLane

    10 ай бұрын

    Thanks man! Appreciate it!

  • @martinh9099
    @martinh9099 Жыл бұрын

    Thanks...brilliant videos

  • @CodingLane

    @CodingLane

    Жыл бұрын

    Thank you so much! Glad you found the video helpful 😊

  • @John-wx3zn
    @John-wx3zn2 ай бұрын

    well taught, I learned

  • @mdafroze6123
    @mdafroze6123Ай бұрын

    great explaniation

  • @deniztekin2287
    @deniztekin2287 Жыл бұрын

    you are so awesome. this is how you should explain things for the start.

  • @CodingLane

    @CodingLane

    10 ай бұрын

    Haha… thanks a lot!

  • @foluobidare957
    @foluobidare9572 ай бұрын

    you are very good teacher

  • @Tai-Lung
    @Tai-Lung7 ай бұрын

    Really helpful

  • @NasserTabook
    @NasserTabook10 ай бұрын

    Excellent, work very easy and simple explanation 👍👍👍

  • @CodingLane

    @CodingLane

    10 ай бұрын

    Thank you!

  • @sragav4559
    @sragav45597 ай бұрын

    Thank you very much Bhaiya❤❤❤❤❤❤

  • @engr_nadeemshah
    @engr_nadeemshah Жыл бұрын

    I am from Pakistan and watching your playlist in Germany. Great content! Keep doing the good work.

  • @CodingLane

    @CodingLane

    Жыл бұрын

    Wow, really elated to hear this. Glad the content helped you! 🙂

  • @satheeshkumarmotivation1162
    @satheeshkumarmotivation11622 жыл бұрын

    quality content, hopefully u will get the more result soon. kudos to you sir

  • @CodingLane

    @CodingLane

    2 жыл бұрын

    Thank you!

  • @fullseries2155
    @fullseries2155 Жыл бұрын

    Thank you sir

  • @anefuoche1053
    @anefuoche1053 Жыл бұрын

    you are the GOAT, greatest of all time

  • @CodingLane

    @CodingLane

    Жыл бұрын

    Haha, thanks a lot. I highly appreciate it 😄

  • @nagasudha6928
    @nagasudha69287 ай бұрын

    thanks a lot

  • @user-ld8lc4ex4m
    @user-ld8lc4ex4m Жыл бұрын

    thank you

  • @panpanplusplus
    @panpanplusplus Жыл бұрын

    10:20 ah, no worries. I press like BEFORE I start watching your videos.

  • @JanLearningSkills
    @JanLearningSkills4 ай бұрын

    Brother your videos are excellent

  • @CodingLane

    @CodingLane

    4 ай бұрын

    Thank you!

  • @jaydeepdabhi3592
    @jaydeepdabhi35922 ай бұрын

    Great Explanation! provide the link for quiz please!

  • @yusmanisleidissotolongo4433
    @yusmanisleidissotolongo44332 ай бұрын

    OMG, you need to be hired in my university. You are great!

  • @CodingLane

    @CodingLane

    2 ай бұрын

    Haha… Thank you so much for appreciating! Means a lot to me.

  • @PranavVashisth
    @PranavVashisth Жыл бұрын

    good one !!!

  • @CodingLane

    @CodingLane

    Жыл бұрын

    Thank you. Cheers! ✌️

  • @KomalSingh.87
    @KomalSingh.877 ай бұрын

    Where's the quiz?

  • @vigilgeorge9508
    @vigilgeorge95085 ай бұрын

    Thankyou

  • @user-py3rl8jt9s
    @user-py3rl8jt9s2 ай бұрын

    you are the goat

  • @arpit743
    @arpit7432 жыл бұрын

    hi!, why did the vertical edge detector capture some of the slanting and horizontal edges?

  • @poxato
    @poxato8 ай бұрын

    Hey man. thanks for making this video. but can you please re upload the quiz.

  • @rishikeshram574
    @rishikeshram5748 ай бұрын

    nice explanation ... but bro u must explain the difference between cross correlation and convolution.

  • @lijinhui6902
    @lijinhui69029 ай бұрын

    thx so much legend

  • @CodingLane

    @CodingLane

    9 ай бұрын

    Hehe… welcome!!

  • @python_knooobb
    @python_knooobb7 ай бұрын

    Amazing, but i was curious to attend quiz, to know how much i have understood

  • @mugomuiruri2313
    @mugomuiruri23136 ай бұрын

    good

  • @girlysh09
    @girlysh09 Жыл бұрын

    please upload quizzz!!!

  • @mahalakshmi5264
    @mahalakshmi52643 ай бұрын

    Is there any way to put the values and change of filters? How can we choose those filters?

  • @Name-yu6ux
    @Name-yu6ux5 ай бұрын

    The filters have specific value and they can be used in any img?

  • @artie5172
    @artie51729 ай бұрын

    How will there be many filters in a single layer ? Are the filters treated as weight in the cnn?

  • @user-eu4sn5jg8p
    @user-eu4sn5jg8pАй бұрын

    i had a doubt you mentioned gray scale goes from 0 to 255 so the filter you say has negative values too how is that possible

  • @KomalSingh.87
    @KomalSingh.878 ай бұрын

    Kindly upload the quiz

  • @parthapratim8369
    @parthapratim83696 ай бұрын

    Best best best

  • @mathavansg9227
    @mathavansg92279 ай бұрын

    Bro pleaase come back and give us more video

  • @sourabhsoni2460
    @sourabhsoni24604 ай бұрын

    where the filter matrix values came from?

  • @user-gu9nw8wy9w
    @user-gu9nw8wy9w7 ай бұрын

    Sir u took 1and 0 for identification of edges before that u used 0-255pixel number and got output without 0 how it identifies black and white sir

  • @ReviewGame10
    @ReviewGame102 ай бұрын

    Bro forgot :('📕 Sorry, the Assessment quiz was deleted due to a technical issue. I will upload it after some time. '

  • @kumpatiasheer1895
    @kumpatiasheer1895 Жыл бұрын

    how you will take the filter values like 1 0 -1..?

  • @CodingLane

    @CodingLane

    Жыл бұрын

    You don’t set the filter values manually, but these values are trained using backpropagation. I have explained that in further video. Training the model automatically sets the appropriate filter values necessary to detect features in images (and we may not know what that filter is detecting)

  • @iduzeth5606
    @iduzeth56064 ай бұрын

    I want that quiz 😭, I am ready

  • @oyebamijimicheal8372

    @oyebamijimicheal8372

    8 күн бұрын

    😁😁

  • @walidhamouich486
    @walidhamouich4865 ай бұрын

  • @varikutigangagowri5341
    @varikutigangagowri53415 ай бұрын

    How to take filter values

  • @venkatswaraj3054
    @venkatswaraj30545 ай бұрын

    Please upload the quiz. Atleast do it in google forms. Thanks in advance.

  • @gurmeetchauhanfoj3850
    @gurmeetchauhanfoj38504 ай бұрын

    Quiz link please

  • @vegitasandy
    @vegitasandy Жыл бұрын

    can you please upload the quiz

  • @saranyavijayan2149
    @saranyavijayan2149 Жыл бұрын

    How do we choose the filter size ?

  • @CodingLane

    @CodingLane

    Жыл бұрын

    If your data has more complicated information, you can take bigger filter size. Otherwise smaller. You will need to test your filter size and number of filters by training the model and checking the accuracy. Take the filter size and no. of filters where you get the highest accuracy.

  • @astatosiseverywhere
    @astatosiseverywhere Жыл бұрын

    upload the quiz sir

  • @burerabiya7866
    @burerabiya7866 Жыл бұрын

    Hello I need you presentation ?could you please share your presentation slides

  • @debashishtiu2919
    @debashishtiu29194 ай бұрын

    Research project?

  • @wanderlust0904
    @wanderlust0904 Жыл бұрын

    sir there is no quiz please upload it again

  • @DS-AnuGayathriS
    @DS-AnuGayathriS4 ай бұрын

    Assignment Quiz?

  • @lochuynh6734
    @lochuynh67342 жыл бұрын

    I think this operator would be Cross Correlation. Did I have any mistake?

  • @CodingLane

    @CodingLane

    2 жыл бұрын

    Hi Loc. Both Convolution Operation and Cross-correlation operation works the same way. We just use flipped filter values in the one. But, both can be used to achieve same purpose. In this video, at 4:44, you can understand the difference: kzread.info/dash/bejne/poWNvMN9nsLRg8o.html

  • @CodingLane

    @CodingLane

    2 жыл бұрын

    Let me know if you still need some clarity

  • @lochuynh6734

    @lochuynh6734

    2 жыл бұрын

    @@CodingLane oh I see, thank you so much.

  • @sahithich1925
    @sahithich1925 Жыл бұрын

    quiz pls

  • @sairam4998
    @sairam49982 жыл бұрын

    google form not found for quiz!

  • @CodingLane

    @CodingLane

    2 жыл бұрын

    Thanks for letting me know. I accidentally deleted it from my drive. I will re-upload it again after some time if I find that quiz.

  • @revantgautam0077
    @revantgautam00778 ай бұрын

    Siuuuuuu

  • @revantgautam0077

    @revantgautam0077

    8 ай бұрын

    Ronaldo siuuuu

  • @neeveshjain
    @neeveshjainАй бұрын

    where is quiz ?

  • @kritibhaskar3286
    @kritibhaskar3286 Жыл бұрын

    Where is the quiz

  • @axitamohanta6743
    @axitamohanta6743 Жыл бұрын

    how it become 4*4 matrix?

  • @anythingilike237

    @anythingilike237

    Жыл бұрын

    we have n*n size matrix and filter size f*f then we apply formula (n-f+1) * (n-f+1)

  • @81_saibalbera68
    @81_saibalbera68 Жыл бұрын

    Sir can I contact you any how......via Mail or what's app.....I really need some help.

  • @CodingLane

    @CodingLane

    Жыл бұрын

    You can mail me at codeboosterjp@gmail.com

  • @srinivasasw

    @srinivasasw

    10 ай бұрын

    Hey Jay...you are a gem. Can i connect with you on LinkedIn please

  • @PRINCE-pt5gx
    @PRINCE-pt5gx8 ай бұрын

    😢😢😢quiz

  • @jordiwang
    @jordiwang Жыл бұрын

    man,, can you marry me?

  • @CodingLane

    @CodingLane

    Жыл бұрын

    Haha… if you propose

  • @patrickorone1149
    @patrickorone11492 жыл бұрын

    thanks sir, this channel is a blessing to me. God bless you

  • @CodingLane

    @CodingLane

    2 жыл бұрын

    Happy to help 😇

  • @user-eg7ll9hg4h
    @user-eg7ll9hg4h5 ай бұрын

    where is quiz ?