Image Classification using CNN Keras | Full implementation

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  • Опубликовано: 26 ноя 2024

Комментарии • 269

  • @abirreza7183
    @abirreza7183 Месяц назад +5

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

  • @Bbb78651
    @Bbb78651 10 месяцев назад +17

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

  • @Ash-bc8vw
    @Ash-bc8vw 15 часов назад

    used this video for revision pretty good and straightforward no yapping

  • @pavanrshetty5087
    @pavanrshetty5087 2 года назад +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.

  • @ks3356
    @ks3356 5 месяцев назад +3

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

  • @joshr168
    @joshr168 Год назад +1

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

  • @jannahmahmoud6047
    @jannahmahmoud6047 Год назад +3

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

  • @sphoorthy7978
    @sphoorthy7978 2 года назад +5

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

  • @djordjetosic4553
    @djordjetosic4553 6 месяцев назад

    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!

  • @adithyasureshkumar7523
    @adithyasureshkumar7523 2 года назад +7

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

  • @vipulpampattiwar7381
    @vipulpampattiwar7381 Год назад

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

  • @mayaambalapat3671
    @mayaambalapat3671 10 месяцев назад +2

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

  • @oyebamijimicheal8372
    @oyebamijimicheal8372 8 месяцев назад

    Simplicity at its peak ❤️🔥

  • @manjuladas
    @manjuladas 2 года назад +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! 🙂

  • @sayedikramulhaqbanuree6923
    @sayedikramulhaqbanuree6923 Год назад

    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

  • @kamronbeksolih3285
    @kamronbeksolih3285 11 месяцев назад +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:)

  • @engr.inigo.silva2000
    @engr.inigo.silva2000 2 года назад +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 года назад +3

      Greetings! Glad it was helpful to you 😇

    • @bhavyasaisrikasetti2768
      @bhavyasaisrikasetti2768 Год назад

      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

  • @MohammadaminAhanin
    @MohammadaminAhanin Год назад

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

  • @stanmiczka
    @stanmiczka 9 месяцев назад

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

  • @Aditya-zv5et
    @Aditya-zv5et Год назад

    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 🔥🔥😍😍

  • @John-wx3zn
    @John-wx3zn 7 месяцев назад

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

  • @aidataverse
    @aidataverse Год назад

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

  • @DEWAAN-ud7ss
    @DEWAAN-ud7ss 10 месяцев назад

    You r Great .. This model very Effective Thank you

  • @vijayadurgakavya9178
    @vijayadurgakavya9178 5 месяцев назад

    Thank you man please keep doing these kind of videos

  • @arunawinslet.p2779
    @arunawinslet.p2779 4 месяца назад +1

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

  • @smile93
    @smile93 7 месяцев назад +1

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

  • @zzzmd11
    @zzzmd11 Год назад

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

  • @xfregas2682
    @xfregas2682 3 года назад +3

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

    • @MachineLearningWithJay
      @MachineLearningWithJay  3 года назад

      Thank you so much! Appreciate your comment

    • @sachinkapase9218
      @sachinkapase9218 2 года назад +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 RUclips

  • @rajashehryar2002
    @rajashehryar2002 Год назад

    To the point explanation. Well done brother❤

  • @amandeepSingh-c7e
    @amandeepSingh-c7e Год назад +1

    i enjoyed your all videos on CNN

  • @franzkingstein2686
    @franzkingstein2686 5 месяцев назад +1

    Bro you are great. Respect ++

  • @bryanscott2075
    @bryanscott2075 Год назад

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

  • @HusnainTalib-r5c
    @HusnainTalib-r5c 4 месяца назад

    you deserve a like.

  • @Heyeveryonehahah
    @Heyeveryonehahah 4 месяца назад +1

    Thank you so much!, you're amazing!

  • @soumyarao3372
    @soumyarao3372 2 года назад +2

    Absolutely great, double thumbs up!

  • @MKSB-bv1ej
    @MKSB-bv1ej 6 месяцев назад

    Really informative. Thankyou

  • @dalao3
    @dalao3 Год назад

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

  • @diggdeeperr
    @diggdeeperr 2 месяца назад +1

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

    • @MachineLearningWithJay
      @MachineLearningWithJay  Месяц назад

      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 Месяц назад

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

  • @manishpingale6558
    @manishpingale6558 10 месяцев назад +1

    amazing series bhai!

  • @hamafel7559
    @hamafel7559 Год назад +1

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

  • @himabindugottipati9867
    @himabindugottipati9867 8 месяцев назад

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

  • @tomasaravena5124
    @tomasaravena5124 3 месяца назад +1

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

  • @bhavani83esha
    @bhavani83esha 2 года назад +1

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

  • @adeepkrishnakeelar4426
    @adeepkrishnakeelar4426 2 года назад +1

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

  • @wasiflatifhussain
    @wasiflatifhussain Год назад +1

    excellent content

  • @danyalasif8322
    @danyalasif8322 Год назад

    good content in short time

  • @logofmath
    @logofmath Год назад

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

  • @karishmachauhan8598
    @karishmachauhan8598 Год назад

    Thankyou bhaiya!! I got output

  • @pennapatipavan5846
    @pennapatipavan5846 Год назад +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?

  • @ArashSoleimanifar
    @ArashSoleimanifar 10 месяцев назад

    you are amazing man

  • @smitatiwari7505
    @smitatiwari7505 2 года назад +1

    Awesome explanation. Good work

  • @ganeshchaudhari9581
    @ganeshchaudhari9581 11 месяцев назад

    great explanation bro 😇😇😇😇😇😇🤩

  • @nagamalleswararao2020
    @nagamalleswararao2020 8 месяцев назад

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

  • @the_hasnat
    @the_hasnat 10 месяцев назад +1

    Nice job

  • @ankitprakash7949
    @ankitprakash7949 4 месяца назад

    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 RUclips. If everything is okay then please continue with your channel as I totally love your videos and teaching style

  • @bibandisha
    @bibandisha 2 года назад +1

    Nice explanation

  • @johntitor1054
    @johntitor1054 Год назад

    Actual lifesaver

  • @hamedhasani5774
    @hamedhasani5774 3 месяца назад +1

    thanks a lot make more please

  • @Apkabhai5
    @Apkabhai5 Год назад

    thank you so much sir

  • @ramanraguraman
    @ramanraguraman Год назад

    Thank you very much

  • @sharmisthachoudhury9102
    @sharmisthachoudhury9102 Год назад +2

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

  • @MadhaviAmondkar
    @MadhaviAmondkar 8 месяцев назад

    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?

  • @debayanbhattacharya9542
    @debayanbhattacharya9542 2 года назад

    Very informative

  • @nkechiesomonu8764
    @nkechiesomonu8764 Год назад

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

  • @dineshwaji
    @dineshwaji 8 месяцев назад

    nice content

  • @PIYUSHKUMAR-t6x
    @PIYUSHKUMAR-t6x 4 месяца назад

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

  • @terryterry3733
    @terryterry3733 2 года назад +1

    thanks bro , nice one

  • @msravan442
    @msravan442 Год назад

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

  • @muhammedfayas5907
    @muhammedfayas5907 10 месяцев назад

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

  • @jasurbekgopirjonov
    @jasurbekgopirjonov Год назад

    amazing

  • @karthik1520
    @karthik1520 4 месяца назад

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

  • @yy84869
    @yy84869 Год назад

    Thanks

  • @aditshah5958
    @aditshah5958 8 месяцев назад

    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?

  • @tinashegotora6400
    @tinashegotora6400 3 месяца назад +1

    you are star my dear

  • @ravibhushandixit3500
    @ravibhushandixit3500 Год назад

    thanks bro

  • @haleemahoummusab21
    @haleemahoummusab21 Год назад +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?

  • @SINDAVALAMBASAVA
    @SINDAVALAMBASAVA 3 дня назад +2

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

    • @MachineLearningWithJay
      @MachineLearningWithJay  2 дня назад

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

  • @PavaniPolisetty
    @PavaniPolisetty 4 месяца назад

    sir please explain how to create the datasets of images

  • @lootere3282
    @lootere3282 8 месяцев назад

    Bro could you explain vision transformer with example and creating one transformer base image classification model from scratch

  • @RAKESHSARKER-tl4qh
    @RAKESHSARKER-tl4qh Год назад +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!!!

  • @shivamdubey4783
    @shivamdubey4783 2 года назад +1

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

    • @MachineLearningWithJay
      @MachineLearningWithJay  2 года назад

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

  • @inhibited44
    @inhibited44 4 месяца назад

    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?

  • @actionandentertainment5289
    @actionandentertainment5289 2 года назад +2

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

    • @actionandentertainment5289
      @actionandentertainment5289 2 года назад

      Waiting for your kind response

    • @MachineLearningWithJay
      @MachineLearningWithJay  2 года назад

      ​@@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!

  • @ABHISHEKPGDM
    @ABHISHEKPGDM 10 месяцев назад

    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...

  • @general936
    @general936 Год назад

    bro when are you going to upload more videos? very helpfull

  • @ivana_ftn
    @ivana_ftn Год назад

    You are treasure

  • @kabirabdulkarim-mu8gq
    @kabirabdulkarim-mu8gq Год назад

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

  • @civilengineer2992
    @civilengineer2992 2 месяца назад

    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 ?

  • @subhangmokkarala
    @subhangmokkarala Год назад +2

    Bro how did u convert all images to csv files

  • @antonykahuro8349
    @antonykahuro8349 3 года назад +1

    Thanks 👍🏿

  • @adonsagumenitwe5399
    @adonsagumenitwe5399 7 месяцев назад

    Very interesting, How about CNN IMAGE PROCESSING VIDEOS

  • @sindhujashukla8690
    @sindhujashukla8690 Год назад

    Sir can you make a video on multiclass label image classification using vision transformer

  • @Kiran19892
    @Kiran19892 2 года назад +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 года назад

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

    • @Kiran19892
      @Kiran19892 2 года назад

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

  • @arumugavelayingaran4166
    @arumugavelayingaran4166 Год назад

    thanks dude

  • @daniyalali801
    @daniyalali801 Год назад

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

  • @leonardoofficial5750
    @leonardoofficial5750 2 месяца назад

    How to use directory insted of csv file? 😊

  • @hemamaliniveeranarayanan9901
    @hemamaliniveeranarayanan9901 2 года назад +1

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

  • @kashaf_amir
    @kashaf_amir 9 дней назад +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  8 дней назад

      @@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.

  • @malakmohamed8959
    @malakmohamed8959 Месяц назад +1

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

    • @MachineLearningWithJay
      @MachineLearningWithJay  Месяц назад

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

  • @meerashareef419
    @meerashareef419 10 месяцев назад

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