FaceRecognition

Ressources

Trained models

In order to detect the different faces on the image we used a trained model provided in a JavaScript API called face-api.js.

For emotional detection we trained a model based on an existing classification project. We train our model with the FER2018 dataset and tensorflow.

Detection

For the detection we used a node module called Parcel for packaging the app and loading our different libraries:

• Tensorflow.js for the prediction
• face-api.js for face detection

Run

For running the project run the following command in the folder app/web/ :

$ npm run start

Build

For building the project run the following command in the folder app/web/ :

$ npm run build