/Emotion-Detection-CNN

Emotion detection using convolutional neural networks and the fer2013 dataset.

Primary LanguagePython

Emotion detection using CNNs

Running tensorbaord

tensorboard --logdir .\logs\ --host=127.0.0.1

Generating the images

You can download this dataset here. We are using the fer2013 dataset which is provided in csv format. Each entry consists of a label and the pixels of the given image. You can export the data into images using python export_images.py

Training

python train.py

Evaluating the model using the test data

python test.py

IP cam integration

You can download an ip cam app here. Turn on your ip camera and run python cam.py

You may have to modify the url variable in cam.py. The default url is 'http://192.168.0.13:3256/photo.jpg'