jalajthanaki/facial_emotion_recognition_using_tensorflow

I have used FER2013 dataset and try to build the Facial emotion recognition using TensorFlow

Emotion recognition CNN based approach using TensorFlow

This repository is the out project about Face emotion recognition using convolutional neural network.

Dependencies

• NumPy
• Tensorflow
• TFLearn
• OpenCV

Dataset

We use the FER-2013 Faces Database, a set of 28,709 pictures of people displaying 7 emotional expressions (angry, disgusted, fearful, happy, sad, surprised and neutral).

You have to request for access to the dataset or you can get it on Kraggle.

Download per-trained model and data in numpy format from this link.

• Step 1: Download data.zip file.
• Step 2: Unzip the files.
• Step 3: Paste all the files into the data folder of the repository

Train

$ python emotion_recognition.py train

Test

$ python emotion_recognition.py poc

Paper

Link

Credit

This code credit goes to Enrique Correa. I've merely created a wrapper to get people started.

facial_emotion_recognition_using_tensorflow's Issues

ValueError: Cannot feed value of shape (48, 48, 1) for Tensor u'InputData/X:0', which has shape '(?, 48, 48, 1)'

hi! I am getting this error after running poc.py .Please help me .