Fruit Classification using GoogleNet Convolutional Neural Network (CNN)

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  • เผยแพร่เมื่อ 22 ธ.ค. 2024

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  • @arpitpatel5263
    @arpitpatel5263 3 ปีที่แล้ว +8

    why this man is not receiving many views on his channel? He is sharing the code of that projects, we can't even write by ourselves. Really appreciate Mr. Faruqui.

  • @amankinde6610
    @amankinde6610 3 ปีที่แล้ว +1

    Thank you bro i saw a lot of you video, i am proud of you please continue like this

  • @mohamedabdallah400
    @mohamedabdallah400 3 ปีที่แล้ว

    very very very thanks to you bro from Egypt مصر 🇪🇬

  • @subratapaul061325
    @subratapaul061325 ปีที่แล้ว

    Really appreciate Mr. Faruqui.

  • @sanjeevhiremath6802
    @sanjeevhiremath6802 13 วันที่ผ่านมา

    Well made, congratulation 👏

  • @sidimohamedcheikh3611
    @sidimohamedcheikh3611 ปีที่แล้ว +1

    Thank you so much for your clear explanatio, For the data I used (food images) it is showing me 68% accuracy, is there any way to increase it?

  • @renoydsouza4677
    @renoydsouza4677 2 ปีที่แล้ว

    This video was helpful for my project! thank you :)

  • @saranyas1345
    @saranyas1345 2 ปีที่แล้ว

    Thank you so much for your clear explanation 🙏🏻 keep going

  • @muhammadhafizuddinmokhtar333
    @muhammadhafizuddinmokhtar333 2 ปีที่แล้ว

    I would like to ask why my Accuracy and Validation Frequency is N\A during training. While testing image after training goes well. Thank you

  • @ReBadawi
    @ReBadawi 3 ปีที่แล้ว

    Sorry would I get more explanation on choosing the (142) layer in the code ? Thank you

  • @discoveryenglish
    @discoveryenglish 2 ปีที่แล้ว

    So how is regression done? Let's say we're just going to do a project about mango. And we are asked to determine the size of the mango. How do we do it?

  • @maidaoud9646
    @maidaoud9646 ปีที่แล้ว

    Hello,
    Thank you so much for this extraordinary video. I practiced using your codes and it was 100% successful! I'm very grateful for your help. I have a question. I tried to test an image that was png rather than jpg, so the size was different, and I tried to recode the codes, but I couldn't!
    Greetings from Germany

  • @onkarraut9660
    @onkarraut9660 3 ปีที่แล้ว

    Very Informative video sir!!

  • @دقائق-ك6ه
    @دقائق-ك6ه 2 ปีที่แล้ว

    Can you explain the MTCNN algorithm ?

  • @saranyas1345
    @saranyas1345 2 ปีที่แล้ว

    Sir could you please help me, I got error like 'The training images are of size 224*224*1 but the input layer expects images of size 224*224*3'
    How can I resize the third value of my training image

  • @دقائق-ك6ه
    @دقائق-ك6ه 2 ปีที่แล้ว

    Can you explain the mtcn algorithm

  • @areenaaayesha6016
    @areenaaayesha6016 ปีที่แล้ว

    I am getting an error in new feature learner line 16

  • @jamesryanmofan855
    @jamesryanmofan855 2 ปีที่แล้ว

    Can you explain where is the model here

  • @shahariarnafiz8522
    @shahariarnafiz8522 3 ปีที่แล้ว +2

    Sir,I have tried to implement the coding according to the way you have implemented.But in my command window it is showing that undefined function or variable 'analyze' as well as same problem for the Resized_Training_Image .Please sir help me out in this regard.Actually I am confused what to do.Thank you.

    • @opdracula6244
      @opdracula6244 2 ปีที่แล้ว

      bro im too having same problem. do u know how to solve it

  • @neethidevan4224
    @neethidevan4224 2 ปีที่แล้ว

    Sir
    How to modify imageDatastore() in matlab2022a please

  • @plcw8933
    @plcw8933 3 ปีที่แล้ว

    Can you please teach me about detecting the feelings of people? thank you

  • @gabikamdem8200
    @gabikamdem8200 2 ปีที่แล้ว

    Hi sir! Please when i run the training code i get this issue, can you please explain me why? Working in Matlab 2018a. Thanks!
    No appropriate method, property, or field 'Files' for class 'augmentedImageDatastore'.
    Error in training (line 30)
    Validation_Frequency = floor(numel(Resized_Training_Image.Files)/Size_of_Minibatch);

  • @rachida9061
    @rachida9061 ปีที่แล้ว

    I need Python code to classify images of date fruit types, can you help me please. 🙏😢I am a university student and this is the subject of my year-end project

  • @AHGaming0720
    @AHGaming0720 2 ปีที่แล้ว

    listen sir plz share circuit diagram.

  • @mehadazhari296
    @mehadazhari296 3 ปีที่แล้ว

    sir, please can you apply exception model to classify images, i need example of how to write a matlab codes using this model

  • @muhamedmido4495
    @muhamedmido4495 3 ปีที่แล้ว

    this the error when i run the code .......
    Error using nnet.cnn.TrainingOptionsSGDM (line 117)
    The value of 'ValidationData' is invalid. augmentedImageDatastore cannot form MiniBatches of data because input image sizes
    differ in 3rd dimension. Consider using 'ColorPreprocessing' option to ensure all augmented images have same number of channels.
    Error in trainingOptions (line 315)
    opts = nnet.cnn.TrainingOptionsSGDM(varargin{:});
    Error in training (line 31)
    Training_Options = trainingOptions('sgdm', ...

  • @jamesryanmofan855
    @jamesryanmofan855 2 ปีที่แล้ว

    Sir how about the Confusion Matrix of these?

  • @khawajahannan3203
    @khawajahannan3203 3 ปีที่แล้ว +1

    for mismatched delimiters.
    Error in training (line 1)
    Dataset = imageDatastore('Dataset', 'IncludeSubfolders', true, 'LabelSource', 'foldernames');
    kindly solve my problem

    • @NuruzzamanFaruquis
      @NuruzzamanFaruquis  3 ปีที่แล้ว

      Do you have the Dataset in the working directory?

    • @khawajahannan3203
      @khawajahannan3203 3 ปีที่แล้ว

      @@NuruzzamanFaruquis yes I have the Dataset in the working directory.

    • @NuruzzamanFaruquis
      @NuruzzamanFaruquis  3 ปีที่แล้ว

      Please check if imageDatastore function is defined or not in the command window of Matlab.

  • @BappaMukherjeeismdhanbad
    @BappaMukherjeeismdhanbad 3 ปีที่แล้ว +1

    Respected Sir can you please provide a class on how to set optimum number of layers and number of neurones on these layers.

    • @NuruzzamanFaruquis
      @NuruzzamanFaruquis  3 ปีที่แล้ว

      I am still looking for this answer. I couldn't find better solution than trial and error approach guided by learning curves. If I find something worth sharing, I will let you know.
      Thank you for your comment.

  • @sabiyafatima56
    @sabiyafatima56 3 ปีที่แล้ว +1

    Respected sir, please teach us to find confusion matrix, and other performance matrices for same code?

    • @NuruzzamanFaruquis
      @NuruzzamanFaruquis  3 ปีที่แล้ว +2

      Thank you for the suggestion. I have already covered it. Please look it up in my channel.

    • @sabiyafatima56
      @sabiyafatima56 3 ปีที่แล้ว

      @@NuruzzamanFaruquis yes sir I have seen thank you so much sir...your videos help us a lot.

    • @wfhm
      @wfhm 2 ปีที่แล้ว

      @@sabiyafatima56 which video?

  • @harshuljain7
    @harshuljain7 3 ปีที่แล้ว

    For the data I used (plant diseases pictures) it is showing me 50% accuracy, is there any way to increase it? Also what should be maximum epoch size?

  • @triptodream6539
    @triptodream6539 2 ปีที่แล้ว

    Sir assalamu alaikum.
    would you please upload a video fruits classification using AlexNet in CNN

  • @khawajahannan3203
    @khawajahannan3203 3 ปีที่แล้ว

    sir,kindly apply U-NET on images classification for diabetic retinopathy

  • @hkh2104
    @hkh2104 3 ปีที่แล้ว

    Thanks for sharing.

  • @punj-aabtimes1525
    @punj-aabtimes1525 3 ปีที่แล้ว

    sir please provide me the videos for clusters creations using knn, svm, and lbp ..thanks

  • @debasissau1841
    @debasissau1841 2 ปีที่แล้ว

    very nice Sir .

  • @khawajahannan3203
    @khawajahannan3203 3 ปีที่แล้ว

    very helpful video

  • @soepaing5094
    @soepaing5094 3 ปีที่แล้ว

    Error in training (line 5)
    analyzeNetwork(net)
    kindly solve my problem

    • @rahuljaiswar682
      @rahuljaiswar682 3 ปีที่แล้ว

      [Training_Dataset, Validation_Dataset] = splitEachLabel(Dataset, 7.0);

    • @rahuljaiswar682
      @rahuljaiswar682 3 ปีที่แล้ว

      above error means

  • @manuelcamara8120
    @manuelcamara8120 3 ปีที่แล้ว

    I wanna clasiffy and filtering the3 types of walnuts
    1-cracked walnut, 2-born walnut, 3-walnut still in shell,
    I have been to several nut processors here in the region, this is a region where the nut is given a lot, well I am an engineer, so
    I want to build a machine that can filter nuts for those 3 types of categories in a real time
    God bless u
    it can be made?

  • @mostafamalmir3621
    @mostafamalmir3621 2 ปีที่แล้ว

    Great