Projects

Hardware-software integration, industrial automation, and deep learning implementations.

Applied Research & Systems

Camera Control
Control Software for Color and 3D Profiling Cameras
Hugo Negreyros, David Shatwell

Implemented a system to synchronize and control two Gigabit Ethernet cameras concurrently (Teledyne Dalsa Spyder 3 color camera and Automation Technology C2-2040 3D profiling camera) for high-speed conveyor belt material characterization.

Code
Ore Sorting
Ore Sorting using Color and Hyperspectral Imaging
David Shatwell, Victor Murray, Augusto Barton

Autonomous fusion of color, texture, and hyperspectral features for mineralized rock classification. Reached an MCC of 0.9787 and was selected as one of 25 finalists at the PERUMIN 35 National Mining Contest.

Satellite Classification
Classification of Satellite Images based on their Class of Terrain
David Shatwell, Alejandro Weston, Oscar Ramos

Terrain classification system separating five distinct classes (city, sand, vegetation, mountain, water) using deep convolutional architectures alongside classical feature classifiers on Google Earth imagery.

Code
Anthropometric Measurements
Anthropometric Measurements Estimation using OpenPose Algorithm
David Shatwell

Automated medical triage system using OpenPose body keypoint coordinates to estimate frontal projections and body circumferences for clinical occupational screening.

Code
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