Deep Learning

FaceMask Detection

Using CNNs and Variational Autoencoders to detect people wearing masks or not.

Image Query

Using CNNs and LSTMs to query images based on a textual query.

Extracting Rock Outcrop from Antarctic Landsat Imagery using Semantic Segmentation

Using SegNet to extract rock outcrop from satellite images of Antarctica for various research purposes.

Gray Scale Video Colorization

Using CNNs and LSTMs to colorize gray scale videos, to bring them back to life.