3D object detection from arbitrary rigs of RGB-only cameras
Object detection from RGB camera rigs, which are a common occurance on autonomous vehicles
Projects
Reddit Auto-Moderation by Evaluating Community Opinion
Using cutting-edge NLP models to learn sentence completion on comments and then deploy them to complete phrases designed by moderators
Sleep Stage Prediction using Transformers
Predict the sleep stage from EEG signals using a deep network of CNN+Transformers
Cloudy to Sunny Image Conversion
Cycle-GAN based network to perform image translation with an additional content similarity loss
Music Audio Compression
Compression directly on the temporal input using CNN based Autoencoders without frequency domain conversion
Computational Photography
Collections of projects and assignments
Bayesian Deep Learning Survey
A survey of few methods and some experiments which use Bayesian methods to study the uncertainties in deep networks