Old Faithful is a geyser in Yellowstone National Park. After visiting Yellowstone in 2018, I wondered if a neural network might be able to tease out more subtle correlations in the eruption patterns to be able to forecast more accurately. Can we predict its next eruption using a neural network?
deoldify electron microscope
This was a simple project to use learned image colorization (DeOldify) images from an electron microscope, which can only produce grayscale outputs. Though the algorithm was heavily biased towards flesh tones for these out-of-domain samples, certain structires can have quite striking results. In the future, I would like to refine the DeOldify model by including some manually colorized SEM images to the training set, or refine the colorization network to incorporate color hints given by the user.
center of mouse
I was working with a friend studying neuroscience. Their lab spent a great deal of time watching videos of mice in moving through experimental environments and recording their positions. I wrote a simple algorithm to track the position of the mouse throughout the test environment and compute basic statistics