Image Classification using CNN Keras | Full implementation

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  • เผยแพร่เมื่อ 30 ม.ค. 2025

ความคิดเห็น • 276

  • @Bbb78651
    @Bbb78651 ปีที่แล้ว +18

    Thank you so much, brother, for this STELLAR series on CNNs. Without a doubt, the BEST on TH-cam. Your efforts do not go unnoticed. Please keep making high quality content. Cheers from Austin, Texas!

  • @abirreza7183
    @abirreza7183 4 หลายเดือนก่อน +6

    I studied Neural network 3 years ago. This series helped me to revise the whole thing in 40 minutes

  • @pavanrshetty5087
    @pavanrshetty5087 2 ปีที่แล้ว +21

    The quality of content, simplicity in the explanation, teaching from the basics, explanation of the dimensions and model architecture parameters; everything about the playlist is so amazing. Great job man!!
    Playlist suggestion: 1D CNN on time series data passing big window-sized data (time dimension) along with a multi-headed neural network targeting classification and regression simultaneously is something I would love to see.

  • @sphoorthy7978
    @sphoorthy7978 2 ปีที่แล้ว +5

    After searching a lot I came across this video. This was very clear and easy. Thanks a lot

  • @jannahmahmoud6047
    @jannahmahmoud6047 ปีที่แล้ว +3

    This is one of the best explanations i just finished the whole playlist thank you so much for your efforts

  • @ks3356
    @ks3356 7 หลายเดือนก่อน +3

    Wonderfully explained. Just finished watching all the 12 videos from your playlist.....

  • @mayaambalapat3671
    @mayaambalapat3671 ปีที่แล้ว +2

    Thank you so much for your efforts. It is the best playlist explaining CNN

  • @adithyasureshkumar7523
    @adithyasureshkumar7523 2 ปีที่แล้ว +7

    Explaining everything from the basics is extremely useful...especially in deep learning.

  • @kamronbeksolih3285
    @kamronbeksolih3285 ปีที่แล้ว +1

    Thanks for your effort and time in creating such great content. I have completed the whole playlist and learned the fundamentals of NN. Thanks again! Keep creating, teaching and sharing:)

  • @djordjetosic4553
    @djordjetosic4553 8 หลายเดือนก่อน

    Maybe best explanation on YT on this topic, i am looking at hours of content and this 18 min video helped me a ton, Thank you!

  • @manjuladas
    @manjuladas 2 ปีที่แล้ว +2

    gotit... I usually don't comment but this video definitely deserve a round of applause... You have explained it the best possible way. Many thanks! 🙂

  • @joshr168
    @joshr168 ปีที่แล้ว +1

    This is MUCH easier to understand than the elite university certificate program I am currently in for Deep Learning.

  • @sayedikramulhaqbanuree6923
    @sayedikramulhaqbanuree6923 ปีที่แล้ว

    That's amazing the way you have thought all the playlist was outstanding, really helped me and cleared lots of my confusions
    Respect from Afghanistan

  • @engr.inigo.silva2000
    @engr.inigo.silva2000 2 ปีที่แล้ว +10

    Brother, this video has been an enormous help to me. I'm doing my thesis to get the Mechatronic engineering degree on DL, which is how to be a specialist in AI in postgraduate.
    Greetings from Mexico.

    • @MachineLearningWithJay
      @MachineLearningWithJay  2 ปีที่แล้ว +3

      Greetings! Glad it was helpful to you 😇

    • @bhavyasaisrikasetti2768
      @bhavyasaisrikasetti2768 ปีที่แล้ว

      At 6:33 when i am running it i am getting black images no the image of dog or a cat how to resolve it can anyone tell

  • @Ash-bc8vw
    @Ash-bc8vw 2 หลายเดือนก่อน +1

    used this video for revision pretty good and straightforward no yapping

  • @vipulpampattiwar7381
    @vipulpampattiwar7381 ปีที่แล้ว

    No one can give that much amount of Explaination thank you🙏🙏🙏

  • @xfregas2682
    @xfregas2682 3 ปีที่แล้ว +3

    man your videos are absolutely crazy good. I love your teaching style. I hope you will keep going. :)

    • @MachineLearningWithJay
      @MachineLearningWithJay  3 ปีที่แล้ว

      Thank you so much! Appreciate your comment

    • @sachinkapase9218
      @sachinkapase9218 2 ปีที่แล้ว +1

      @@MachineLearningWithJay hey buddy, great video. please make video on TFOD installation in local system for object detection as I haven't found any specific video on TH-cam

  • @uchindamiphiri1381
    @uchindamiphiri1381 หลายเดือนก่อน

    This tutorial is a game changer for me. Thank you so much

  • @stanmiczka
    @stanmiczka 11 หลายเดือนก่อน

    Thank you so much for your playlist, it has been so usefull for me ! I hope that you're doing well :)

  • @bryanscott2075
    @bryanscott2075 2 ปีที่แล้ว

    Everything is simple and straightforward. keep up the good work bro!

  • @Aditya-zv5et
    @Aditya-zv5et ปีที่แล้ว

    i watched your entire playlist its pretty amazing the way you have explained everything it went in my mind without any resistance.... thanks a lot its a great help....... You are really good at teaching keep it up 🔥🔥😍😍

  • @oyebamijimicheal8372
    @oyebamijimicheal8372 11 หลายเดือนก่อน

    Simplicity at its peak ❤️🔥

  • @aidataverse
    @aidataverse ปีที่แล้ว

    Really great content bro , in simplest English as if I am listening in Hindi. Very good

  • @John-wx3zn
    @John-wx3zn 9 หลายเดือนก่อน

    Thank you. You are a very nice person and easy to learn these easy concepts from.

  • @vijayadurgakavya9178
    @vijayadurgakavya9178 7 หลายเดือนก่อน

    Thank you man please keep doing these kind of videos

  • @zzzmd11
    @zzzmd11 ปีที่แล้ว

    Hats off to the excellent explanation. Great job !!!

  • @smile93
    @smile93 10 หลายเดือนก่อน +1

    Saras bhanave 6 bhai tu.....gamyu ane avdyu badhu video joine.......

  • @MohammadaminAhanin
    @MohammadaminAhanin ปีที่แล้ว

    This was so Helpful
    Thanks for that
    Sending you my Love From IRAN

  • @arunawinslet.p2779
    @arunawinslet.p2779 6 หลายเดือนก่อน +1

    you are zopper good ,now i have the understand the codes now ,very clearly

    • @MachineLearningWithJay
      @MachineLearningWithJay  6 หลายเดือนก่อน

      Hope your doubts that you asked got resolved! 🤗

    • @arunawinslet.p2779
      @arunawinslet.p2779 6 หลายเดือนก่อน

      @@MachineLearningWithJay yes 😩💗

  • @soumyarao3372
    @soumyarao3372 3 ปีที่แล้ว +2

    Absolutely great, double thumbs up!

  • @manishpingale6558
    @manishpingale6558 ปีที่แล้ว +1

    amazing series bhai!

  • @rajashehryar2002
    @rajashehryar2002 ปีที่แล้ว

    To the point explanation. Well done brother❤

  • @amandeepSingh-c7e
    @amandeepSingh-c7e ปีที่แล้ว +1

    i enjoyed your all videos on CNN

  • @diggdeeperr
    @diggdeeperr 4 หลายเดือนก่อน +1

    The bg made me realize that you are from SVNIT , btw great content sir

    • @MachineLearningWithJay
      @MachineLearningWithJay  3 หลายเดือนก่อน

      Heyy… yess I am from SVNIT and I shot the video from Swami Bhavan! Good to see you!! Hope your hostel life is going great!! Enjoyy it to the best, keeping the CG up to the mark!!

    • @diggdeeperr
      @diggdeeperr 3 หลายเดือนก่อน

      @@MachineLearningWithJay Yess clg is almost done , last two months 😅

  • @DEWAAN-ud7ss
    @DEWAAN-ud7ss ปีที่แล้ว

    You r Great .. This model very Effective Thank you

  • @franzkingstein2686
    @franzkingstein2686 7 หลายเดือนก่อน +1

    Bro you are great. Respect ++

  • @pennapatipavan5846
    @pennapatipavan5846 ปีที่แล้ว +3

    Your videos are awesome. So helpful. One stop for knowledge seeker. Can you please make videos on SVM, GMMs, Maximum Likelihood estimation as well?

  • @dalao3
    @dalao3 ปีที่แล้ว

    Thank you so much for your fantastic video! You are truly amazing.

  • @hamafel7559
    @hamafel7559 ปีที่แล้ว +1

    thank you for all these videos,clear and very helpful!
    can you make also videos about few-shot learning?

  • @Heyeveryonehahah
    @Heyeveryonehahah 6 หลายเดือนก่อน +1

    Thank you so much!, you're amazing!

  • @iuliaioana4480
    @iuliaioana4480 18 วันที่ผ่านมา +1

    Super useful tutorial! But i tried to use the code for a different database and was not working, maybe show on a next video how we can work with our own databases.

    • @MachineLearningWithJay
      @MachineLearningWithJay  17 วันที่ผ่านมา

      @@iuliaioana4480 The same model will work for any dataset, but you might need to preprocess the data, and change your mode dims to fit on that dataset. I will keep this in mind and will cover these things in upcoming videos

  • @himabindugottipati9867
    @himabindugottipati9867 10 หลายเดือนก่อน

    Thank you very much for this video. I request you to do videos on all machine learning algorithms.
    Thank you

  • @bhavani83esha
    @bhavani83esha 2 ปีที่แล้ว +1

    Found it very helpful, thanks a lotttt for creating this video sir

  • @HusnainTalib-r5c
    @HusnainTalib-r5c 7 หลายเดือนก่อน

    you deserve a like.

  • @MKSB-bv1ej
    @MKSB-bv1ej 8 หลายเดือนก่อน

    Really informative. Thankyou

  • @tomasaravena5124
    @tomasaravena5124 5 หลายเดือนก่อน +1

    sos bueno Jaimin saludos de argentina la tierra del asado y del diego

  • @ArashSoleimanifar
    @ArashSoleimanifar ปีที่แล้ว

    you are amazing man

  • @aditshah5958
    @aditshah5958 10 หลายเดือนก่อน

    Hey Bro,
    Loved your entire playlist! It was really helpful.
    I had a question though. In the end, if the probability for one of the dog images was below 0.5, does that mean that all dog images will have a probability of being less than 0.5? If no, then how are we using a fixed threshold for classification? Can it not lead to erroneous classification too?

  • @adeepkrishnakeelar4426
    @adeepkrishnakeelar4426 2 ปีที่แล้ว +1

    Very nice thanks a lot! Please upload more videos, very helpful!

  • @nagamalleswararao2020
    @nagamalleswararao2020 10 หลายเดือนก่อน

    Please do videos on RNN also. Your videos really useful. Thank you.

  • @muhammedfayas5907
    @muhammedfayas5907 ปีที่แล้ว

    Great work brother, is there any video where u have implemeted using tensor flow frame work?

  • @logofmath
    @logofmath ปีที่แล้ว

    Bro love you.....virtual hug from me...thank you sooo much bhai.....

  • @sharmisthachoudhury9102
    @sharmisthachoudhury9102 ปีที่แล้ว +2

    In input.csv file datasets it shows "Wrong number of columns at line 6" error

  • @wasiflatifhussain
    @wasiflatifhussain ปีที่แล้ว +1

    excellent content

  • @hamedhasani5774
    @hamedhasani5774 5 หลายเดือนก่อน +1

    thanks a lot make more please

  • @danyalasif8322
    @danyalasif8322 ปีที่แล้ว

    good content in short time

  • @Kiran19892
    @Kiran19892 2 ปีที่แล้ว +1

    I learn so much from this video. Why you taken Image dataset in .csv format. Can we load images directly with folder labling?

    • @MachineLearningWithJay
      @MachineLearningWithJay  2 ปีที่แล้ว

      Glad it helped you… and yes you can directly load the dataset as well

    • @Kiran19892
      @Kiran19892 2 ปีที่แล้ว

      @@MachineLearningWithJay Please provide any video or link to load cats, dogs images in folder wise for classification

  • @ganeshchaudhari9581
    @ganeshchaudhari9581 ปีที่แล้ว

    great explanation bro 😇😇😇😇😇😇🤩

  • @karishmachauhan8598
    @karishmachauhan8598 ปีที่แล้ว

    Thankyou bhaiya!! I got output

  • @malakmohamed8959
    @malakmohamed8959 4 หลายเดือนก่อน +1

    Do I have to divide the dataset i have into train and test at first if it isn't separated??

    • @MachineLearningWithJay
      @MachineLearningWithJay  3 หลายเดือนก่อน

      If you already have the training and test dataset, then the split might not be needed

  • @subhangmokkarala
    @subhangmokkarala ปีที่แล้ว +3

    Bro how did u convert all images to csv files

  • @ankitprakash7949
    @ankitprakash7949 7 หลายเดือนก่อน

    just completed watching all your videos and what I feel sad about is that you are inactive since 2 years. I just want to ask is everything alright because you suddenly disappeared from TH-cam. If everything is okay then please continue with your channel as I totally love your videos and teaching style

  • @actionandentertainment5289
    @actionandentertainment5289 2 ปีที่แล้ว +2

    Can you make a video on creating interface? after development of model

    • @actionandentertainment5289
      @actionandentertainment5289 2 ปีที่แล้ว

      Waiting for your kind response

    • @MachineLearningWithJay
      @MachineLearningWithJay  2 ปีที่แล้ว

      ​@@actionandentertainment5289 I will make a video, where I will show to create a full-fledge application with machine learning model at backend and an interface at the front end, but I am not planning to do it anytime sooner.
      If you want some help then you can checkout this project of mine on github. Its a chatbot with web interface, where you can give input and machine learning model will produce output.
      github.com/Jaimin09/Jessica---A-Virtual-Assistant
      Hope it can help you!

  • @MadhaviAmondkar
    @MadhaviAmondkar 10 หลายเดือนก่อน

    Hello, your video did help me a lot. Thank you so much. But its was possible only because of the dataset which you have provided. Kindly guide on how to have such datasets for different classification?

  • @msravan442
    @msravan442 ปีที่แล้ว

    Please make a video for low-light Image enhancement using CNN

  • @the_hasnat
    @the_hasnat ปีที่แล้ว +1

    Nice job

  • @bibandisha
    @bibandisha 2 ปีที่แล้ว +1

    Nice explanation

  • @inhibited44
    @inhibited44 7 หลายเดือนก่อน

    When I took regression analysis years ago, there was a way to look at residuals and outliers to see if the data might not look right for certain observations. Does deep learning have that way to inspect images to see if some don't look good enough?

  • @PIYUSHKUMAR-t6x
    @PIYUSHKUMAR-t6x 6 หลายเดือนก่อน

    Hi, can you make a video on detecting certain 'Disease causing' image objects (e.g. Lung nodules detection for lung cancer).

  • @karthik1520
    @karthik1520 6 หลายเดือนก่อน

    What about splitting of dataset to validation, validation is required or not?

  • @kashaf_amir
    @kashaf_amir 2 หลายเดือนก่อน +1

    I want to train a model that will predict if the person has glaucoma or not
    Like you're doing classification between dog and cat you will differentiate dog and cat
    Can i use this same model to differentiate between glaucoma negative and glaucoma positive?
    I badly need help please help me in this project

    • @MachineLearningWithJay
      @MachineLearningWithJay  2 หลายเดือนก่อน

      @@kashaf_amir Hi you can use the same model for that, if there is clear differentiable indicator in the images of glaucome negative and positive. Make sure the image dataset that you use is clean and as less noise as possible.

  • @ABHISHEKPGDM
    @ABHISHEKPGDM ปีที่แล้ว

    while fitting the model, how do we get to know that when we have to stop re-running epochs count for better accuracy? like by doing it again and again we can reach to desired accuracy level...

  • @meerashareef419
    @meerashareef419 ปีที่แล้ว

    So what we do when we want multi class output ,, which activation function we use can u explain

  • @SINDAVALAMBASAVA
    @SINDAVALAMBASAVA 2 หลายเดือนก่อน +2

    make playlist on NLP too..........................

    • @MachineLearningWithJay
      @MachineLearningWithJay  2 หลายเดือนก่อน

      @@SINDAVALAMBASAVA Okay, probably in future, can deep dive into this. Thanks for suggesting.

  • @PavaniPolisetty
    @PavaniPolisetty 6 หลายเดือนก่อน

    sir please explain how to create the datasets of images

  • @smitatiwari7505
    @smitatiwari7505 2 ปีที่แล้ว +1

    Awesome explanation. Good work

  • @haleemahoummusab21
    @haleemahoummusab21 ปีที่แล้ว +1

    This is really helpful.. thanks so much!
    But I'm unable to download the dataset completely,it's saying no access; is there another way I can get the dataset downloaded?

  • @nkechiesomonu8764
    @nkechiesomonu8764 ปีที่แล้ว

    Thanks and God bless you. I really appreciate your video.Please can you do a video on any pretrained network with svm for classification

  • @terryterry3733
    @terryterry3733 3 ปีที่แล้ว +1

    thanks bro , nice one

  • @kabirabdulkarim-mu8gq
    @kabirabdulkarim-mu8gq ปีที่แล้ว

    Hi, I found your video very educative. Can you please demonstrate how CNN can be applied on cellular network for DDoS detection

  • @Apkabhai5
    @Apkabhai5 ปีที่แล้ว

    thank you so much sir

  • @ramanraguraman
    @ramanraguraman ปีที่แล้ว

    Thank you very much

  • @kamanlimbu
    @kamanlimbu ปีที่แล้ว

    Hello Thank you for this wonderful tutorial. I just wanted to ask at 5:43 you divided all those values with 255 as I am beginner I had question like why did you divide with 255 ? It would be great if you could explain a bit. Thank you for the tutorial by the way.

  • @leonardoofficial5750
    @leonardoofficial5750 4 หลายเดือนก่อน

    How to use directory insted of csv file? 😊

  • @johntitor1054
    @johntitor1054 ปีที่แล้ว

    Actual lifesaver

  • @BoluwatifeOlusola-zg4up
    @BoluwatifeOlusola-zg4up 3 หลายเดือนก่อน

    How about how to prepare the data

  • @civilengineer2992
    @civilengineer2992 4 หลายเดือนก่อน

    its a great video got the concept but the predictions are not always coming right likr the dog nd cat numbers are not always coming right many times dogs values are also greater then 0.5 ...how to improve it ?

  • @GOKUL-f7i
    @GOKUL-f7i ปีที่แล้ว

    the dataset is in numerical value how it convert to numerical and how we see

  • @rnmstream
    @rnmstream ปีที่แล้ว

    how can I use it as pedestrian detection and how to find the pedestrian data set

  • @RAKESHSARKER-tl4qh
    @RAKESHSARKER-tl4qh ปีที่แล้ว +1

    how did you upload those images?
    and how did you make a csv file?
    please dont use shortcuts I need to know this in details help me with it asap!!!

  • @Varadi6207
    @Varadi6207 2 ปีที่แล้ว +1

    bro plz make video on bidirectional CNN for image classification

  • @hemamaliniveeranarayanan9901
    @hemamaliniveeranarayanan9901 2 ปีที่แล้ว +1

    hi.. awesome video. can you put video on steganalysis coding

    • @MachineLearningWithJay
      @MachineLearningWithJay  2 ปีที่แล้ว

      Thanks for the suggestion… I will see if I can make video on it

  • @tinashegotora6400
    @tinashegotora6400 5 หลายเดือนก่อน +1

    you are star my dear

  • @engelbertteh552
    @engelbertteh552 2 ปีที่แล้ว +2

    Hi sir, I followed you tutorial but somehow model accuracy does not change and remains at 0.5

    • @muhammadhamidsaeed2063
      @muhammadhamidsaeed2063 ปีที่แล้ว

      I have same error, it stays at 0.5, I know this comment is 2 months ago, so if you did find the solution, kindly reply, it would be a great help

  • @palurikrishnaveni8344
    @palurikrishnaveni8344 2 ปีที่แล้ว

    can you show the severity level of the disease using CNN multiclass model?

  • @daniyalali801
    @daniyalali801 ปีที่แล้ว

    I've a question, have you used deep learning??

  • @aashi5537
    @aashi5537 2 ปีที่แล้ว +1

    please tell from where u collected the dataset??... I want to collect the dataset of tree images

    • @MachineLearningWithJay
      @MachineLearningWithJay  2 ปีที่แล้ว

      I don't have the link from where I collected the dataset. But you can find datasets on Kaggle. Or you can also search online for datasets. They are easily available as long as you don't require very large database.

  • @antonykahuro8349
    @antonykahuro8349 3 ปีที่แล้ว +1

    Thanks 👍🏿

  • @dineshwaji
    @dineshwaji 10 หลายเดือนก่อน

    nice content

  • @shivamdubey4783
    @shivamdubey4783 2 ปีที่แล้ว +1

    great tutorial brother just make one video on how to use this in django and save model

    • @MachineLearningWithJay
      @MachineLearningWithJay  2 ปีที่แล้ว

      Thanks for the suggestion… will try something like this may be in the future