VGGNET Architecture In-depth Discussion Along With Code -Deep Learning Advanced CNN

Поделиться
HTML-код
  • Опубликовано: 18 сен 2024

Комментарии • 108

  • @swarnimapandey7297
    @swarnimapandey7297 4 года назад +11

    You just have an amazing teaching style, Krish!!

  • @ameerabawazeer1267
    @ameerabawazeer1267 3 года назад +5

    this is a great explanation for Vgg, thank you for simplifying it to the world.

  • @sanyamjain7416
    @sanyamjain7416 4 года назад +4

    You know things have changed when he said "welcome to my vlogging channel" instead of "welcome to my youtube channel"

  • @imayushthakur
    @imayushthakur 4 года назад +6

    Hello Krish ! I want to ask that is DSA(LinkedList, Heap, BinaryTrees, BST, Graphs, Priority Queues), dynamic programming and competitive programming round is there when hiring for a data scientist fresher in offcampus or just having a good grasp on data science and AI is more than enough because it's very difficult to master data science and competitive programming at the same time

  • @gosh207
    @gosh207 3 года назад

    Great video! Thank you for explaining the details!

  • @amruthgadag4813
    @amruthgadag4813 Год назад +1

    224x224x3 - > 3 means 3 input channels? Is that what you are saying.?

  • @Fatima-kj9ws
    @Fatima-kj9ws 3 года назад

    Thank you sir very much, you made my life easy

  • @snehalgaikwad6436
    @snehalgaikwad6436 Год назад +1

    hii sir, can we give 30x30 binary image as an input to alexnet or VGGNet?

  • @PawanSharma-gs7cy
    @PawanSharma-gs7cy 4 года назад +3

    Thank you !! Krish sir

  • @KashifShaheed
    @KashifShaheed 3 года назад

    Great Sir Can you do Xception Architecture In-depth Discussion ? If you make a video about it that would be great. Looking forward to it ❤

  • @pallavipriyadarshini5065
    @pallavipriyadarshini5065 3 года назад

    Excellent teaching

  • @naeemmuhammad3494
    @naeemmuhammad3494 3 года назад +1

    after the execution how do we normalize the training and validation curves (overfitting problem)

  • @aparnagadhiya1376
    @aparnagadhiya1376 3 года назад

    Please make a video on VGG+ Capsnet Implementation on customized data. Capsule Network Implementation on data other than MNIST.
    Thankyou.

  • @sambidpradhan32
    @sambidpradhan32 4 года назад +1

    hey Krish.. why does the dimension after using 3*3 filter remain same? like after using filter for the first time we should be getting output of 222*222 right?

    • @zindaginamilegidobara3372
      @zindaginamilegidobara3372 3 года назад +1

      'same' padding means... you will apply zero padding... hence you will get an image of 226X226 after pading

    • @animeshsharma7332
      @animeshsharma7332 3 года назад

      @@zindaginamilegidobara3372 putting all the values in formula [(n-f+2p)/s + 1] keeping the p=0 and s=1, will give (224-3)+1=222 !! Output pixel dimension is supposed to be (222x222x64). I am confused why Krish has used kernel size for conv layer as 2, while doing the calculations at 7:28

    • @cnishank06
      @cnishank06 3 года назад

      @@animeshsharma7332 the calculation is for the output of pooling layer so the value of s will be 2 not 1.

    • @sometimesdchordstrikes...7876
      @sometimesdchordstrikes...7876 2 года назад

      fraud it'sthis video provides wrong information please ruclips.net/video/PGhbpnfC3Qc/видео.html

    • @sometimesdchordstrikes...7876
      @sometimesdchordstrikes...7876 2 года назад

      this video provides wrong information please ruclips.net/video/PGhbpnfC3Qc/видео.html

  • @varunpurohit57
    @varunpurohit57 4 года назад

    Please make a video on Residual Network, Inception Network and CNN on RGB Images

  • @aibasics7206
    @aibasics7206 3 года назад +1

    can any one tell me if 224*224 image is passed to 3*3 filter then how 224*224*64 .why 224 is not changed in first 2 convolution layer?

    • @karthickraja1026
      @karthickraja1026 3 года назад

      Same doubt? Are you get a answer?

    • @aibasics7206
      @aibasics7206 3 года назад +2

      @@karthickraja1026 yes padding same is used

    • @karthickraja1026
      @karthickraja1026 3 года назад +1

      @@aibasics7206 Yeah got it!

    • @sometimesdchordstrikes...7876
      @sometimesdchordstrikes...7876 2 года назад

      this video provides wrong information please ruclips.net/video/PGhbpnfC3Qc/видео.html

    • @sometimesdchordstrikes...7876
      @sometimesdchordstrikes...7876 2 года назад

      this video provides wrong information please ruclips.net/video/PGhbpnfC3Qc/видео.html it covers bgg 196 and says that it is bgg 19

  • @abarnasb1779
    @abarnasb1779 Год назад +1

    Sir can you say how 4096 kernel size is come......

    • @rrtgamer9546
      @rrtgamer9546 6 месяцев назад

      we use flatten in which it will convert into that 1X1 and to do so, we have a pixel with eight surrounded pixels (top-left, top-center, top-right, left, right, bottom-left, bottom-center, bottom-right). multiply the number of pixels you got that are 512 with 8
      512*8=4096

  • @abdullahalmamun8476
    @abdullahalmamun8476 5 месяцев назад

    nice explanation

  • @Priyanka-iz9bq
    @Priyanka-iz9bq 3 года назад

    Amazing explanation!

  • @vaibhavsinghania8368
    @vaibhavsinghania8368 Год назад

    I just want to know vgg19 model and its code implementation so that i could explain this in my project viva.can someone suggest me what videos from this playlist or any other playlist i could refer in less time to be able to explain this . I do not have the time to go through all videos from starting. deadline is near. can someone help?

  • @gauravfamily2209
    @gauravfamily2209 2 года назад

    why i have got error message ("The kernel appears to have died. It will restart automatically"). Please suggest on it.

  • @nkechiesomonu8764
    @nkechiesomonu8764 2 года назад

    Thanks a lot, you're a wonderful tutor, pleas may I know your reason for keeping padding as same. Does
    it mean padding does not have a value assigned to it. Thankd

  • @zindaginamilegidobara3372
    @zindaginamilegidobara3372 3 года назад +1

    Brother... comparison should be in terms of time complexity, space complexity and performance... and their tradeoff points....... not just filter sizes, strides, or pading... that is not the point of interest for the interviewer.

    • @sometimesdchordstrikes...7876
      @sometimesdchordstrikes...7876 2 года назад

      this video provides wrong information please ruclips.net/video/PGhbpnfC3Qc/видео.html it covers bgg 196 and says that it is bgg 19

  • @shashankjaiswal1298
    @shashankjaiswal1298 2 года назад

    Please tell that can I use the same vgg16 from keras for time-series data for activity classification?

  • @pallavipriyadarshini5065
    @pallavipriyadarshini5065 3 года назад

    Can u please make video on covid ct scan image classification

  • @53VibhavkrishnanKS
    @53VibhavkrishnanKS 8 месяцев назад

    where can i download the crop dataset from sir ? can you share the link for the crop dataset

  • @rishavsharma7466
    @rishavsharma7466 4 года назад +2

    can two classes have same name while training deep learning model(i deliberatly need it)?If yes, what are its effects?

  • @jameelbhutto9988
    @jameelbhutto9988 2 года назад

    Hello sir, as in vgg-16 there are 13 convolution layers and 3 FC layers and 5 pooling layers. What about VGG-19? How many convolution, pooling and FC layers. Thanks sir

    • @antibioticsOfWorld
      @antibioticsOfWorld 2 года назад

      VGG 19 will have 19 layers in total (16 conv , 3 FC layers).

    • @sometimesdchordstrikes...7876
      @sometimesdchordstrikes...7876 2 года назад

      this video provides wrong information it gives also for the bdt 19 and not visited 16 please ruclips.net/video/PGhbpnfC3Qc/видео.html

  • @chitranjankumarrai1799
    @chitranjankumarrai1799 3 года назад

    Can we write the code to see the weights assigned to the layers...???

  • @louerleseigneur4532
    @louerleseigneur4532 3 года назад

    thanks buddy

    • @sometimesdchordstrikes...7876
      @sometimesdchordstrikes...7876 2 года назад

      this video provides wrong information please ruclips.net/video/PGhbpnfC3Qc/видео.html it covers bgg 196 and says that it is bgg 19

  • @drallisimo34
    @drallisimo34 3 года назад

    great tut!!!

  • @tulasiraju6572
    @tulasiraju6572 3 месяца назад

    can we applied on csv file

  • @tulasiraju6572
    @tulasiraju6572 2 года назад

    vgg16 can be apply text data

  • @VivekKumar-zw1wx
    @VivekKumar-zw1wx 2 года назад

    Sir what happens when we change input size of the image let say 2048*2048

  • @arjyabasu1311
    @arjyabasu1311 4 года назад +1

    Awesome sir!!!😁😁

  • @md.khurshidulalam.836
    @md.khurshidulalam.836 2 года назад

    how can i add more layers?

  • @yhakasper1000
    @yhakasper1000 3 года назад +1

    yesss you are the number oneeeeee sirrr :*

    • @sometimesdchordstrikes...7876
      @sometimesdchordstrikes...7876 2 года назад

      this video provides wrong information please ruclips.net/video/PGhbpnfC3Qc/видео.html it covers bgg 196 and says that it is bgg 19

  • @vigneshvicky-kk9mu
    @vigneshvicky-kk9mu 2 года назад

    Nice Explanation ... Is it possible to VGG net alg for structured data I.e. CSP data set

  • @MurzateAllah
    @MurzateAllah 3 года назад

    great work, sir I need urs notes of the whole you are teaching in videos, and codes as well of cotton diseases, one question is that why vg16 is useful can we use it on raw data as well

  • @hotaru8589
    @hotaru8589 2 года назад

    OH ho Bhaiya full Graphics card flaunt !!.

    • @sometimesdchordstrikes...7876
      @sometimesdchordstrikes...7876 2 года назад

      this video provides wrong information this video doesn't even provide the full form of Vgg please ruclips.net/video/PGhbpnfC3Qc/видео.html it covers bgg 196 and says that it is bgg 19

  • @deepalisharma1327
    @deepalisharma1327 2 года назад

    I am unable to find the link to download dataset. Could someone provide the link for dataset?

  • @RSB_777
    @RSB_777 3 года назад

    Hello Krish,
    Can we use vgg19 for regression problem?

  • @sarbajitg
    @sarbajitg 2 года назад

    7×7×512 = 25088. So, did not get how fattening is occurring and getting 1*1*4096.

    • @sometimesdchordstrikes...7876
      @sometimesdchordstrikes...7876 2 года назад

      this video provides wrong information please ruclips.net/video/PGhbpnfC3Qc/видео.html it covers bgg 196 and says that it is bgg 19

  • @gayathriganesan7323
    @gayathriganesan7323 2 года назад

    How to find the performance metrics after this part?

  • @bikkinarohith1006
    @bikkinarohith1006 3 года назад

    Extraordinary!! Answered many questions for me. Thank you!!!!

  • @veeraraghavareddy8500
    @veeraraghavareddy8500 3 года назад

    Can anyone tell whats the fullform of VGG???

    • @NidhiSingh-bw7sb
      @NidhiSingh-bw7sb 2 года назад

      Visual Geometry Group from Oxford

    • @veeraraghavareddy8500
      @veeraraghavareddy8500 2 года назад

      @@NidhiSingh-bw7sb Thanks Nidhi🤩

    • @sometimesdchordstrikes...7876
      @sometimesdchordstrikes...7876 2 года назад

      they don't even provide the full form how do they make the video this video provides wrong information please ruclips.net/video/PGhbpnfC3Qc/видео.html it covers bgg 196 and says that it is bgg 19

  • @kollivenkatamadhukar5059
    @kollivenkatamadhukar5059 3 года назад

    You are saying u use vgg because u can remember it easily ??

    • @sometimesdchordstrikes...7876
      @sometimesdchordstrikes...7876 2 года назад

      this video provides wrong information this video doesn't even provide the full form of Vgg please ruclips.net/video/PGhbpnfC3Qc/видео.html it covers bgg 196 and says that it is bgg 19

  • @yellowsmash332
    @yellowsmash332 4 года назад +1

    Hi krish

    • @sometimesdchordstrikes...7876
      @sometimesdchordstrikes...7876 2 года назад

      this video provides wrong information this video doesn't even provide the full form of Vgg please ruclips.net/video/PGhbpnfC3Qc/видео.html it covers bgg 196 and says that it is bgg 19

  • @sagarwaghela1118
    @sagarwaghela1118 4 года назад

    Sir I am not able to join your Telegram Channel

    • @sometimesdchordstrikes...7876
      @sometimesdchordstrikes...7876 2 года назад

      this video provides wrong information this video doesn't even provide the full form of Vgg please ruclips.net/video/PGhbpnfC3Qc/видео.html it covers bgg 196 and says that it is bgg 19

  • @sumitbidari2706
    @sumitbidari2706 3 года назад

    didn't you have overfitting?

    • @sometimesdchordstrikes...7876
      @sometimesdchordstrikes...7876 2 года назад

      this video provides wrong information please ruclips.net/video/PGhbpnfC3Qc/видео.html it covers bgg 196 and says that it is bgg 19

  • @kunaltulsidasani6766
    @kunaltulsidasani6766 3 года назад

    This is one of the best videos!

  • @ravinderpalsingh5182
    @ravinderpalsingh5182 Год назад

    Marked.composer on hunt