/emotion-recognition-1

Facial emotion recognition using TensorFlow

Primary LanguagePython

Facial Emotion Recognition using TensorFlow!

DATA SET:

  • Download Data Set: fer2013.bin (63M) and test_batch.bin (7.9M) from https://goo.gl/ffmy2h

    Image Properties: Size of an image - 48 x 48 pixels (2304 bytes), Size of a label - number in (0..6) (1 byte) (0=Angry, 1=Fear, 2=Happy, 3=Sad, 4=Disgust, 5=Surprise, 6=Neutral).

    Data Set Format: 1st byte is the label number and the next 2304 bytes are the image pixels.

  • Create a data directory in your system: /tmp/fer2013_data/

  • Put the training data set (28,709 images) in: /tmp/fer2013_data/fer2013-batches-bin/fer2013.bin

  • Put the testing data set (3,589 images) in: /tmp/fer2013_data/fer2013-batches-bin/test_batch.bin

HOW TO RUN:

STATS DASHBOARD:

  • Run tensorboard --logdir "/tmp"
  • Go to http://0.0.0.0:6006/
  • This displays events, images, graphs and histograms for the train and eval runs on the model.

REFERENCES: