gowthaminti's Projects
AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
Convert Caffe models to PyTorch
Official implementation of Cold-Diffusion for different transformations in pytorch.
Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Pytorch implementation of FlowNet by Dosovitskiy et al.
Config files for my GitHub profile.
Unified AI
KITTI Odometry Evaluation Toolbox
Programmed Lego Mindstorms EV3 manipulator robot on Matlab to execute pick and place tasks on stations with dynamic heights. -reading the heights of different stations using an ultrasonic sensor. and computing rotation angles by inverse kinematics methodologies.
PyTorch Lightning Optical Flow models, scripts, and pretrained weights.
Converts text to speech in realtime
Time series forecasting of fuel prices for different stations.
Datasets, Transforms and Models specific to Computer Vision
VITS: Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech
Example of integrating Poetry with Docker leveraging multi-stage builds.