Machine-Learning |

Deep Computer Vision Demonstration

Sun, 01 Jan 2023 00:00:00 +0000

An outreach demonstration introducing deep computer vision to general audiences.

Developed as part of department outreach efforts at South Dakota Mines:

Gave an introductory presentation on applications of deep computer vision
Implemented a live object detection demonstration via a CNN
Modified and stabilized research code to perform live neural style transfer (NST) for various images
Created a unified demonstration GUI for different computer vision algorithms

Sun, 01 Jan 2023 00:00:00 +0000

An outreach demonstration introducing reinforcement learning control to general audiences.

Gave an introductory presentation at an appropriate technical level for non-specialists
Developed a set of demonstrations of reinforcement learning control
Performed algorithm benchmarking across multiple RL approaches

Sat, 01 Jan 2022 00:00:00 +0000

Rocker Robotics entry in the National Robotics Challenge Autonomous Vehicle Challenge (2021–2022).