Using CNN with TensorFlow
- Download all files from this repo
- Download the dataset from here (fer2013_training_onehot.csv, and fer2013_publictest_onehot.csv): https://drive.google.com/drive/folders/15EozdYlGeO3d-ny8nbqFM3ojTGsj2hdE?usp=sharing
- Run fer2013.ipynb with Jupyter, Python 2.7, and TensorFlow 1.
Note: for testing only, you can download the trained model (fer2013_weights.h5) from the link above
| Classes | Accuracy |
|---|---|
| angry | 52.46% |
| disgust | 62.50% |
| fear | 46.77% |
| happy | 78.88% |
| sad | 44.87% |
| surprise | 80.00% |
| neutral | 55.52% |
| overal | 60.74% |