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

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

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

Impressive Dr. Shan. Keep it up

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

Thank you so mcuh for this great explanation

thank you for your videos really it is very usefull

Well explained, very clear

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

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

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

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

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

Very interesting!

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.

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

Good lecture

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

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

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?

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

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

Thanks for the well-explained videos.

thank you

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

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

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

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

Please did you use any algorithm to train the data

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

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.

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

+rep man goodwork

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

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

55:57 you got this!!

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?

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)

32:54 what is the sign between folders in path?

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!

sir in cnn which model you have used?

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

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

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

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?

i guess you must make video on Human emotions recognition

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

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

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

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.

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

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

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

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?

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

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 🙏

Does anyone have this code up and running?

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

Can i ask you what the model you used ?

Can we have a video on malaria detection using machine learning

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

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

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

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 :/

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

Can you provide me code for calculating and displaying accuracy of detection

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?

Anybody know what algorithm is being used. Please inform

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

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.

what's the algorithm we are using?

You are so intelegent gob bless you

what algorithm did you use to implement for this?

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

Where can I get the code?

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?

Can you provide me the github link for the code sir

please share the video with bio signal and intensity of emotioms

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

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

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 .

Sir may you please share your linkdin profile

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

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

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

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 ?

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

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

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

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)

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

is there any replacement for matplotlib?

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

I am getting this error: warnings.warn('Custom mask layers require a config and must override ' when I try to save the model. Please help

how can i access your sourse code

Where to find weizmann dataset

sir can you please help me i m getting a error--------------------------------------------------------------------------- ValueError Traceback (most recent call last) Cell In[29], line 1 ----> 1 temp = np.array(training_Data) ValueError: setting an array element with a sequence. The requested array has an inhomogeneous shape after 2 dimensions. The detected shape was (28273, 2) + inhomogeneous part.

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

Where we can find the code?

Sir, why is validation accuracy fluctuating?

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