MVH / Project archive

Engineering, in practice.

A collection of work across robotics, intelligent systems and automation. Explore the challenges, the technologies, and the work behind them.

5 projects / AI & Vision

Image classification and anomaly detection workflows explored with PyTorch and public datasets including MVTec AD and PlantVillage.

A deep Q-network project applied to the Flappy Bird environment.

A project focused on mapping permafrost using satellite imagery.

A NASA C-MAPSS workflow for estimating turbofan remaining useful life from multivariate run-to-failure sensor data.

A vision-assisted automated waste segregation prototype using YOLOv5 object detection and CAD-based mechanical development.

Project artwork is conceptual. Completion status and detailed outcomes are shown only when confirmed.