Realtime Face Emotion Recognition | Tensorflow | Transfer Learning | Python | Train your own Images

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  • เผยแพร่เมื่อ 3 พ.ย. 2024

ความคิดเห็น • 286

  • @jasurbekgopirjonov
    @jasurbekgopirjonov 5 วันที่ผ่านมา

    great work shanullah brother. keep it up.

  • @countjulu
    @countjulu 3 ปีที่แล้ว +23

    Just a tip for everyone doing the X normalization: Cut your data set in half, your RAM will thank you

    • @chandanakallapalli5739
      @chandanakallapalli5739 3 ปีที่แล้ว

      @Pradeep Verma Can you share the code?

    • @austinsaldanha8884
      @austinsaldanha8884 3 ปีที่แล้ว

      @Pradeep Verma i also need the code

    • @VALLABHUPUSHPAR
      @VALLABHUPUSHPAR 3 ปีที่แล้ว

      How to do it, I'm facing that issue

    • @Raysworkshop
      @Raysworkshop 3 ปีที่แล้ว

      please share the code

    • @hhh-d2o
      @hhh-d2o 12 วันที่ผ่านมา

      😂 literally bro RAM screaming

  • @intizarrafaideen2825
    @intizarrafaideen2825 3 ปีที่แล้ว +13

    Thank you for this ! it was very much helpful.
    Could you please make a video on psychological signals as well, followed up with a hybrid model between facial and psychological emotion detection =D

    • @deeplearning_by_phdscholar6925
      @deeplearning_by_phdscholar6925  3 ปีที่แล้ว +7

      Thank you for your interest, its a nice idea, and I have also worked on fusion of bio-signals and vision (video) based techniques using multi-model.
      your valuable suggestion is noted, I will look forward to publish a video on the topic.
      Till then, please keep sharing my videos and keep supporting us like this.

    • @ahmedsamit9032
      @ahmedsamit9032 3 ปีที่แล้ว

      @@deeplearning_by_phdscholar6925 thank you dear,
      what are the h.w specifications that you need to excute this program? please

    • @sanjana9727
      @sanjana9727 11 หลายเดือนก่อน

      @@deeplearning_by_phdscholar6925 have you uploaded the video?

  • @ANAmatör-rs
    @ANAmatör-rs 9 หลายเดือนก่อน

    It was a very successful presentation of the subject. thanks a lot

  • @vtv1967
    @vtv1967 2 ปีที่แล้ว +1

    Hi, Thanks for the well-explained videos. Our request to you is please make a video on emotion recognition on Bio-signals. also I haven't seen Realtime Face Emotion Recognition with Deep Face

    • @mohamedmasmoudi3969
      @mohamedmasmoudi3969 2 ปีที่แล้ว

      Hello Vincent,
      DeepLearning_by_PhDScholar posted a video talking about Face Emotion Recognition with Deep Face, here is the link: th-cam.com/video/fkgpvkqcoJc/w-d-xo.html

  • @pagotisandhya2253
    @pagotisandhya2253 2 ปีที่แล้ว +4

    Sir we are planning to implement sub emotions in a particular major emotion.
    For example for the major emotion SAD there are different sub emotions like the sad can be due to heartbreak or trouble or when he lost something or even when he is hope less the person will be in sad emotion only.
    To implement this we need some guidence. So we are requesting you to please accept our requests.
    We are waiting for your reply sir.

  • @pranaypampana4190
    @pranaypampana4190 ปีที่แล้ว +5

    hello sir, can we get the code and images that you wrote in this video.?

  • @feridjabri9154
    @feridjabri9154 ปีที่แล้ว +1

    thank you for your videos really it is very usefull

  • @khadijaelkhabbazi3864
    @khadijaelkhabbazi3864 ปีที่แล้ว

    Thank you so mcuh for this great explanation

  • @snehatrivedi5461
    @snehatrivedi5461 ปีที่แล้ว +3

    Sir how will we do for group facial expression recognition? what changes we have to make in this code?

  • @ioantocitu8474
    @ioantocitu8474 3 ปีที่แล้ว +1

    thank you very much, you explain very well, keep up the good work!

  • @sixolilemosesmaqhubu6927
    @sixolilemosesmaqhubu6927 3 หลายเดือนก่อน

    Well explained, very clear

  • @muzahirmohsin9049
    @muzahirmohsin9049 3 ปีที่แล้ว +1

    Impressive Dr. Shan. Keep it up

  • @shabazshiralkar8974
    @shabazshiralkar8974 3 ปีที่แล้ว +1

    which model do u prefer best for FER,as per trainimg complexity n implenting over test dataset...?

  • @AKSHAYKUMAR-leo
    @AKSHAYKUMAR-leo 3 ปีที่แล้ว +6

    Can we have Github Link for This Code? There is not any Link in the Description.

    • @tomas-brkneh
      @tomas-brkneh หลายเดือนก่อน

      write the code

  • @jahongiribrohimov3106
    @jahongiribrohimov3106 3 ปีที่แล้ว

    Thank you so much , you must teaching programming!!!!!

  • @furkatsultonov9976
    @furkatsultonov9976 9 หลายเดือนก่อน

    Great explanation. It would be great to share the code.

  • @anantvignesh9721
    @anantvignesh9721 3 ปีที่แล้ว +1

    Hello Dr.Shan, is it possible for you to share the validation accuracy and validation loss instead of the training accuracy and loss? TIA.

  • @erfan.mostafiz
    @erfan.mostafiz ปีที่แล้ว +2

    Hello, can you make a tutorial also on Bio-signal/physiological based emotion detection? Highly interested for that

  • @Hizar_127
    @Hizar_127 ปีที่แล้ว +1

    if your model taking time to train
    switch to google colab and select GPU (as a runtime type)then your model will train quickly

  • @ViralKiller
    @ViralKiller 3 ปีที่แล้ว +3

    I guess this will be for the Android: "I detect sadness Dr Shan, would you like a back massage?"

  • @pruthvivanka2161
    @pruthvivanka2161 4 หลายเดือนก่อน +1

    Bro where is the pre trained model which u used for new model load??

  • @rachelw5806
    @rachelw5806 ปีที่แล้ว

    Thank you for the tutorial! How can I cite your work in my writing?

  • @boopbeep1849
    @boopbeep1849 3 ปีที่แล้ว +1

    Hello sir. I'm making a model for detecting faces with mask, face shield and without it. I use this video but I have overfitting problems. What did I do wrong?

  • @patriciasherrynatmaja5041
    @patriciasherrynatmaja5041 10 หลายเดือนก่อน

    sorry sir, i have a question. what is feature and label from (at the x and y append)? because i can't running them.. or it because of the datasets that i used is different? thanks

  • @aameenamohammadi653
    @aameenamohammadi653 3 ปีที่แล้ว +1

    Hello sir,
    While training the model i.e., using the fit method it started running and gave a Resource exhausted error.
    Plzzz help me out how to solve this error.

  • @syedomer6226
    @syedomer6226 6 หลายเดือนก่อน

    Why don’t we consider the class imbalance in the dataset classes? Im sure that affects the model training (let me know if Im wrong).

  • @jezztom102
    @jezztom102 ปีที่แล้ว

    Thanks for the well-explained videos.

  • @noluvomathaba207
    @noluvomathaba207 ปีที่แล้ว

    Hi i have some problem when i try to fit the model i get this error MemoryError: Unable to allocate 16.1 GiB for an array with shape (28709, 224, 224, 3) and data type float32

  • @hknyky2386
    @hknyky2386 3 ปีที่แล้ว +1

    I always see the same output from neural network. How many input and hidden layer units do i have to use?

  • @sashinkakumarage4739
    @sashinkakumarage4739 3 ปีที่แล้ว +2

    Sir, can you explain how to test the model using whole testing dataset?

  • @aditiBhattarai
    @aditiBhattarai 7 หลายเดือนก่อน

    Hello sir at 32:00 min of video,after downloading the dataset,again you are creating "Training" folder.Do we need to extract the all "train" files of archive into training folder

  • @vanshikarathi2356
    @vanshikarathi2356 ปีที่แล้ว

    even after applying transfer learning , epoch started from 0.1-0.2 and not increasing even after 30 epch? what should i do?

  • @kashgaines8811
    @kashgaines8811 7 หลายเดือนก่อน

    At the end of the video you run it and it reads your emotion in real time. Does any part of the code in the video actually for it to detect emotion in real time?

  • @Kishi1969
    @Kishi1969 3 ปีที่แล้ว

    Good lecture

  • @GauravKVerma-kx3ex
    @GauravKVerma-kx3ex ปีที่แล้ว

    how can we do this not from webcam but from a feed stream of data. E.g. I setup my model as an API end point and an incoming video data say from a security camera is sent to the API and API endpoint recieves and send the data back to user as one word (angry, sad, etc)

  • @SurakshaNadig
    @SurakshaNadig 3 หลายเดือนก่อน

    would be interested to view content for bio signals as well

  • @mwaqarhassan
    @mwaqarhassan ปีที่แล้ว

    The length of the training data is 0. what can be the possible issue? and how to resolve this? Can you share the github link of the code?

  • @AbdulQadeerRasooli-l8k
    @AbdulQadeerRasooli-l8k 11 หลายเดือนก่อน

    Hello sir, i run the code and face to the below error please help me
    error: OpenCV(4.8.1) D:\a\opencv-python\opencv-python\opencv\modules\objdetect\src\cascadedetect.cpp:1389: error: (-215:Assertion failed) scaleFactor > 1 && _image.depth() == CV_8U in function 'cv::CascadeClassifierImpl::detectMultiScale'

  • @davideraffo3721
    @davideraffo3721 3 ปีที่แล้ว

    Very interesting!

  • @vaibhavkeni2941
    @vaibhavkeni2941 2 ปีที่แล้ว

    I have an error that I tensorflow/core/platform/cpu_feature_guard this tensorflow binary is optimised with oneapi deep neural network library to use the following cpu instructions in performance-critical operation AVX AV2X
    Please help me sir 🙏

  • @marameyer4472
    @marameyer4472 3 ปีที่แล้ว +5

    Thank you so much, this video was very helpful for me. Is there a chance you could share the code and/or your pre-trained model? Keep up the good work!

    • @sruthikota1094
      @sruthikota1094 3 ปีที่แล้ว

      णचछःंर्न

    • @mehmetfidanci8943
      @mehmetfidanci8943 2 ปีที่แล้ว

      Did you get the trained files already? If yes please share with me.

    • @rajeshdharwai
      @rajeshdharwai 2 ปีที่แล้ว

      ​@@mehmetfidanci8943

    • @afriquemodel2375
      @afriquemodel2375 2 ปีที่แล้ว

      @@mehmetfidanci8943 i have done a transfer learning with chekpoint but i wand to use webcam to detect

  • @kashgaines8811
    @kashgaines8811 10 หลายเดือนก่อน

    Is there any way to get the "Anaconda Prompt" terminal on Mac? I've only ever seen it open on Windows.

  • @AiWalahGuruJi
    @AiWalahGuruJi 3 ปีที่แล้ว +4

    Can you also make a video on domain adoption and transfer learning , for example I have a dataset of Western population of Emotions and i want to apply the model to asian population .

  • @rajeshdharwai
    @rajeshdharwai 2 ปีที่แล้ว

    i cant move further epochs, i tried alot iam facin error...
    Error
    ValueError: Shapes (None, 1) and (None, 1000) are incompatible

  • @jonatapaulino
    @jonatapaulino 2 ปีที่แล้ว

    Friend, congratulations on your video. I'm also working on this issue. Do you have a tip on how to store these emotions in a database?

    • @m4mirza179
      @m4mirza179 2 ปีที่แล้ว +1

      Hii sir could you got your answer?

  • @sankar_0509
    @sankar_0509 ปีที่แล้ว

    iam getting this error please help me
    MemoryError: Unable to allocate 32.2 GiB for an array with shape (28709, 224, 224, 3) and data type float64

  • @ayeshakhalid5708
    @ayeshakhalid5708 ปีที่แล้ว

    Asslam alaikum!
    Sir I'm fresh in this Field and our teacher assign this project...I follow your instructions from the start of video but in implementation (start)where you put the image shape it occurs error which i cannot identify kindly sir help me I have no teacher who guide me plz sir

  • @rajeshadhikari2310
    @rajeshadhikari2310 5 หลายเดือนก่อน

    what algorithm did you use to implement for this?

  • @akhilkrishnana6290
    @akhilkrishnana6290 ปีที่แล้ว

    How to get a image dataset of. Diffrently abilied child and how we can classift them.. Because each people have different emotion.

  • @alexamvs480
    @alexamvs480 3 ปีที่แล้ว +2

    Hey there, great work! For some reason even though the code runs, in the live video it shows the rectangle around my face and it constantly writes happy while in the jupyter it writes "face not detected"...Maybe you can help me out :/

    • @indiananime3125
      @indiananime3125 2 ปีที่แล้ว

      I'm also facing similar problem where it shows surprise constantly and jupyter keep in writing "face not detected"

    • @babayaga2358
      @babayaga2358 2 ปีที่แล้ว

      @@indiananime3125 did you find a solution for this?

    • @indiananime3125
      @indiananime3125 2 ปีที่แล้ว

      @@babayaga2358 No

    • @ameerhussainbaig
      @ameerhussainbaig 2 ปีที่แล้ว

      Please can someone help I am also getting the same thing though I followed the same as shown in the video

  • @FoysalAhmedZelani
    @FoysalAhmedZelani ปีที่แล้ว

    new_model.fit(X,Y, epochs = 25)***
    ResourceExhaustedError facing.. what to do?

  • @ameerhussainbaig
    @ameerhussainbaig 2 ปีที่แล้ว

    When I run the code in the live video I am getting rectangle around my face and by default happy expression is displayed. And the emotion doesn't change even though I change my expression and in jupyter notebook it is displaying face not detected. Please can someone help me with this.

  • @Rubi67446
    @Rubi67446 ปีที่แล้ว

    hwy can you help me out, while using the same code i am geting a memory error status while normalization of the numpy array for dataset size 12k what to do

  • @rajatpaul615
    @rajatpaul615 3 ปีที่แล้ว

    i guess you must make video on Human emotions recognition

  • @NayeemHaider
    @NayeemHaider 3 ปีที่แล้ว

    Please make a video of emotion recognition based on bio/physiological data

  • @janssenpedrola2331
    @janssenpedrola2331 ปีที่แล้ว

    I have done the tutorial in multiple notebooks and different cpu and gpu setup but the accuracy is just at 14% on the first 5 epochs

  • @md.shafaatjamilrokon8587
    @md.shafaatjamilrokon8587 3 ปีที่แล้ว +2

    55:57 you got this!!

  • @thuongpham5228
    @thuongpham5228 3 ปีที่แล้ว

    is "create_training_Data()" will run lots of time?

  • @saurabhjadhav3680
    @saurabhjadhav3680 3 ปีที่แล้ว +3

    Thank u so much for all this, had a doubt X = X/255.0 is giving an memory error. So I tried for loop for it's iteration , is there any difference between scaling each element like X[0] = X[0]/255.0 (obviously iteration for all elements) and X = X/255.0

    • @austinsaldanha8884
      @austinsaldanha8884 3 ปีที่แล้ว

      can u give the code for this?

    • @saurabhjadhav3680
      @saurabhjadhav3680 3 ปีที่แล้ว

      @@austinsaldanha8884 i used the same code he's shown in this video

    • @austinsaldanha8884
      @austinsaldanha8884 3 ปีที่แล้ว

      @@saurabhjadhav3680 I am getting memory error that it cannot allocate 32 gb so how did u fix it? i was asking the code for the for loop

    • @saurabhjadhav3680
      @saurabhjadhav3680 3 ปีที่แล้ว

      @@austinsaldanha8884 I'll share in sometime

    • @austinsaldanha8884
      @austinsaldanha8884 3 ปีที่แล้ว

      @@saurabhjadhav3680 bro?

  • @KashSaidIt
    @KashSaidIt 11 หลายเดือนก่อน

    could you connect this code you've done in tensor flow to a web application or would you have to code it into a whole different IDE?

    • @deeplearning_by_phdscholar6925
      @deeplearning_by_phdscholar6925  11 หลายเดือนก่อน

      Yes, of course. You can connect to web application using flask or any other framework. You dont need to code it into another IDE. The reason to use Jupyter notebook is for better runtime visualization.

  • @soft_panda6196
    @soft_panda6196 3 ปีที่แล้ว

    You are so intelegent gob bless you

  • @md.shafaatjamilrokon8587
    @md.shafaatjamilrokon8587 3 ปีที่แล้ว +1

    Assalamu Alaikum
    Could you please make a video on food ingredients recognition ?? Please

  • @amitdutta3875
    @amitdutta3875 3 ปีที่แล้ว +1

    Thank you sir.
    Can you make videos about yolo?

    • @deeplearning_by_phdscholar6925
      @deeplearning_by_phdscholar6925  3 ปีที่แล้ว +2

      Thank you for your interest, we do have one video on object detection using SSD-MobileNetv2.
      I will try to upload video tutorial on Yolo soon. keep supporting us like this. Stay blessed

    • @amitdutta3875
      @amitdutta3875 3 ปีที่แล้ว

      @@deeplearning_by_phdscholar6925 thank you sir..

    • @MFITUMUKIZAJosephPatient
      @MFITUMUKIZAJosephPatient 2 ปีที่แล้ว

      @@deeplearning_by_phdscholar6925 I am a student at Chung Ang University Seoul Campus, could you share with me how I can reach you (email address or phone#) thank you so much

    • @rajeshdharwai
      @rajeshdharwai 2 ปีที่แล้ว

      @@deeplearning_by_phdscholar6925 i need this can you privde me this.

  • @094_anuvabchatterjee5
    @094_anuvabchatterjee5 ปีที่แล้ว

    The code is running but in the camera, the emotion is stuck in Fear and it is not changing along with my emotion. Can anyone help me ?

  • @SQKmedia
    @SQKmedia 11 หลายเดือนก่อน

    33:00 Anaconda Prompt won't allow me to run the command saying that it isn't a runnable program

  • @RohitKumar-dz8dh
    @RohitKumar-dz8dh 2 ปีที่แล้ว +2

    Sir i don't know how your code is running without throwing variable error, as you are using 'face_roi' variable inside loop scope and you are trying to access that variable after that scope.

    • @hmarslan_234
      @hmarslan_234 ปีที่แล้ว

      Hi Rohit, can you please suggest any solution for this, how to solve this error.

  • @greatstarist
    @greatstarist 2 ปีที่แล้ว +1

    i'm getting memory error everytime after executing this line new_model.fit(X,Y, epochs = 25)

    •  ปีที่แล้ว

      did you fix it ? I have the same error

  • @tejashrist8000
    @tejashrist8000 2 ปีที่แล้ว

    How to run the real time live video code in Google Colab. I m performing this all in Google Colab. I know how to open webcam in Google Colab but then how to connect code camera capture code with my code

  • @georgedanilenko6883
    @georgedanilenko6883 3 ปีที่แล้ว +1

    For some reason, when I come to the actual training part, my accuracy starts only at about 17 percent. And then after training for 150 epochs, I've only been able to get the accuracy up to about 32 percent. Any suggestions of what could possibly be going wrong?

    • @anshkumar2848
      @anshkumar2848 3 ปีที่แล้ว +1

      sir will you please tell me how to train epochs i am not able to do it for even 1 epochs

    • @sumitsoni7559
      @sumitsoni7559 2 ปีที่แล้ว

      ​@@anshkumar2848maybe because you are not changing your limit of trainable paramters... as not locking the previous layers. will make the whole model trainable... for which obvious reasons your computer cant handlr

    • @anshkumar2848
      @anshkumar2848 2 ปีที่แล้ว

      @@sumitsoni7559 ok sir got it

  • @saiprasadambrale5369
    @saiprasadambrale5369 3 ปีที่แล้ว +1

    Can we have a video on malaria detection using machine learning

  • @Pattnaik03420
    @Pattnaik03420 3 ปีที่แล้ว

    Hi i have tried your code but in the last i am getting this 'break' outside loop error. could you help me with this?

  • @sheGotSkills00
    @sheGotSkills00 ปีที่แล้ว +1

    Can you please provide the github link or share the notebook of the code

  • @syedabdullahsajjadsajjadhu8796
    @syedabdullahsajjadsajjadhu8796 10 หลายเดือนก่อน +2

    how can i access your sourse code

  • @arjunagarwal727
    @arjunagarwal727 ปีที่แล้ว

    please share the video with bio signal and intensity of emotioms

  • @akeladavis7976
    @akeladavis7976 2 ปีที่แล้ว

    Sir when I execute the last part it says Face not detected . What should I do? Please help me

  • @ahmedbahpullo8544
    @ahmedbahpullo8544 2 ปีที่แล้ว

    MemoryError: Unable to allocate 26.8 GiB for an array with shape (23875, 224, 224, 3) and data type float64
    !

  • @sitalsharma9937
    @sitalsharma9937 3 ปีที่แล้ว +2

    42:01 After calling the function and printing the length of training data am getting 0 as the output . What can be the possible

    • @kalpatarudash3316
      @kalpatarudash3316 3 ปีที่แล้ว

      did you get a solution for this

    • @princebadshah
      @princebadshah 3 ปีที่แล้ว

      same

    • @_whitewalker
      @_whitewalker 3 ปีที่แล้ว

      Check for any errors in the code like a typo..
      it happened to me but the reason was that i forgot to provide image size in the previous steps

  • @Kikiolaolu
    @Kikiolaolu 3 ปีที่แล้ว

    Please did you use any algorithm to train the data

  • @abhijithtejvaddeboina8390
    @abhijithtejvaddeboina8390 3 ปีที่แล้ว

    at 47:53 while executing that step I got an error "Unable to allocate 27.2 GiB for an array with shape (24257, 224, 224, 3) and data type float64" how to resolve it

    • @sitalsharma9937
      @sitalsharma9937 3 ปีที่แล้ว +2

      Try with lesser number of images it will work

  • @sagar98534
    @sagar98534 ปีที่แล้ว +2

    Where can I get the code?

  • @delfind8712
    @delfind8712 ปีที่แล้ว

    sir in cnn which model you have used?

  • @kashgaines8811
    @kashgaines8811 9 หลายเดือนก่อน

    IF I WANTED TO PRESENT THIS PROJECT AND SAY IT IS USING AI WOULD THAT BE CORRECT

  • @pelinvarol7417
    @pelinvarol7417 2 ปีที่แล้ว +1

    Hi, thanks for your tutorial! I have a problem, i cannot crop the face like you did with the face_roi part of the code. When i run this code "plt.imshow(cv2.cvtColor(face_roi, cv2.COLOR_BGR2RGB))", output is just some meaningless pixels. Therefore, i couldn't give required data for final_image. Can you help me, please?

    • @aznalanas
      @aznalanas 2 ปีที่แล้ว

      have you got the solution?

  • @merveozdas3069
    @merveozdas3069 3 ปีที่แล้ว

    thank you for your video,but I took an error in fit function. ValueError: Input 0 is incompatible with layer model_6: expected shape=(None, 224, 224, 3), found shape=(None, 50, 50, 1) I couldn't fix that

    • @namanjain9387
      @namanjain9387 2 ปีที่แล้ว

      img = np.expand_dims(img, axis=0)
      img = img/255.0

  • @devendrasamant8832
    @devendrasamant8832 3 ปีที่แล้ว

    +rep man goodwork

  • @lalehashem5169
    @lalehashem5169 2 ปีที่แล้ว

    Plz help .. How I do the test to get the accuracy of it ?? Did someone complete it

  • @intizarrafaideen2825
    @intizarrafaideen2825 3 ปีที่แล้ว

    Hi, My model is taking around 10-12 hours to train one epoch, any particular reason for it? (I'm using a MacBook pro 2020)

    • @arpitpathak7917
      @arpitpathak7917 2 ปีที่แล้ว

      same with me bro i think it has somethig to do with optimizer ot no of images in data set

    • @vanshikarathi2356
      @vanshikarathi2356 ปีที่แล้ว

      hey , how did you solved it then , i am getting same issue

  • @88kalogero
    @88kalogero 3 ปีที่แล้ว

    So did you manage to save the model? Cause i'm getting a tf issue with custom layers

    • @88kalogero
      @88kalogero 3 ปีที่แล้ว

      @@sashinkakumarage4739 no I never solved it sorry! Wish u luck

  • @nidhiprakash5084
    @nidhiprakash5084 3 ปีที่แล้ว +1

    can u tell me which algorithm have u used in this project for facial emotion recognition

  • @mihirpatel7803
    @mihirpatel7803 3 ปีที่แล้ว

    While compile the model my losses and accuracy both are 0
    Please help me out

  • @padmapriyav2612
    @padmapriyav2612 2 ปีที่แล้ว

    While trying to train, I got this error
    ValueError: Found unexpected instance while processing input tensors for keras functional model. Expecting KerasTensor which is from tf.keras.Input() or output from keras layer call(). Got:
    Does anyone know how to fix this?

  • @ourcyberheaven2467
    @ourcyberheaven2467 2 ปีที่แล้ว +1

    I tried this tutorial now and given that FER2013 is more than double the size during the making of this video, the steps didn't work for me :/ the size is just too large, even with a RTX 3050 6GB. I was able to make it work by importing the data using tf.keras.utils.image_dataset_from_directory() though

    • @dhruvil8
      @dhruvil8 9 หลายเดือนก่อน

      hey can you share the code please ?

  • @bswaran1645
    @bswaran1645 3 ปีที่แล้ว +1

    Hello sir how did give img_array=imread("Training...)and it showing error in img_array.shape..please anybody to solve this solution

    • @BTS__Army18
      @BTS__Army18 3 หลายเดือนก่อน

      I'm also stuck in error from 2days

  • @sagarahire123
    @sagarahire123 6 หลายเดือนก่อน

    Sir, my camera is not opening after execution of code its only giving output in form of data . for example:- 1/1 [==============================] - 0s 41ms/step
    1/1 [==============================] - 0s 39ms/step
    1/1 [==============================] - 0s 45ms/step
    face not detected
    1/1 [==============================] - 0s 36ms/step
    1/1 [==============================] - 0s 34ms/step
    sir , how to deal with it pls reply

    • @sketchaEdits
      @sketchaEdits 26 วันที่ผ่านมา

      Same for me too. Have you solved the issue?

  • @dmitricherleto8234
    @dmitricherleto8234 3 ปีที่แล้ว +1

    Sir, why is validation accuracy fluctuating?

    • @simoart2446
      @simoart2446 2 ปีที่แล้ว

      @@llqq1744 have u manage to figure it out?

  • @Justin-yk1jk
    @Justin-yk1jk 2 ปีที่แล้ว

    Hello kind sir, i am facing this error
    error: OpenCV(4.6.0) D:\a\opencv-python\opencv-python\opencv\modules\highgui\src\window.cpp:967: error: (-215:Assertion failed) size.width>0 && size.height>0 in function 'cv::imshow'
    can i get some help on this error from any kind sir?

    • @Justin-yk1jk
      @Justin-yk1jk 2 ปีที่แล้ว

      i am facing this error when i try to run my webcam

    • @mike_mad2803
      @mike_mad2803 2 ปีที่แล้ว

      @@Justin-yk1jk me too, have you managed to fix it?

    • @AbdulQadeerRasooli-l8k
      @AbdulQadeerRasooli-l8k 11 หลายเดือนก่อน

      hi sir i also have same problem if you solved please help me and send information

  • @kovitjeda
    @kovitjeda 3 ปีที่แล้ว

    Hi. I tried your code on 9 thousand images. Accuracy 93%, but predicts incorrectly. Can you help me?

    • @arorayash905
      @arorayash905 3 ปีที่แล้ว

      Its a case of Overfitting, your model got too familiar with the dataset hence the accuracy is 93% but it is not able to process the unseen data and predicts incorrectly.

    • @ayushroy6208
      @ayushroy6208 2 ปีที่แล้ว

      See the validation accuracy.... Not the testing accuracy

  • @Slfga_7
    @Slfga_7 2 ปีที่แล้ว

    Can i ask you what the model you used ?

  • @hiteshramani2575
    @hiteshramani2575 10 หลายเดือนก่อน

    How can one Contact you, Mr Professor ?