bbruhh/fine-tune-emotion

Teach Old Dog New Tricks - Train Facial identification model to understand Facial Emotion

Teach Old Dog New Tricks - Train Facial identification model to understand Facial Emotion

Download the dataset

You can download the fer2013 dataset from Kaggle. Each picture is 48x48 pixel grayscale images of faces.

After download, decompress it to directory datasets so we have ./datasets/fer2013/fer2013.csv

Install keras_vggface package

Since we are going to turn Keras model to TF Estimator, so use my modified version of keras_vggface model. We are importing keras from tensorflow package.

git clone https://github.com/Tony607/keras_vggface
cd keras_vggface
python3 ./setup.py install

Run the jupyter notebook as usual.

Post your comments and questions in my blog and stay tuned for future practiacl deep learning experiences. Happy coding!