Webcam Eye Tracker: Eye Tracking Video Games

Now that we have a working predictive model, we can deploy it to a simple application to test how well the eye tracker works. The plan is three-fold: Create a Predictor class that can load a trained model and make predictions Add a “tracking” mode to the data collector as a quick way to test … Read moreWebcam Eye Tracker: Eye Tracking Video Games

Webcam Eye Tracker: Deep Learning with PyTorch

So far we have extracted webcam features and collected coordinate data. Now we can use that dataset to create our deep learning model with PyTorch. The following models and analyses were conducted in a Jupyter notebook, which can be found here. The problem we have is basically bounding box regression, but simplified to only 2 … Read moreWebcam Eye Tracker: Deep Learning with PyTorch