Work

System design, metrics, and tradeoffs behind each build.

YOLOv8s-seg instance segmentation pipeline for automated structural counting.

156,001-image benchmark dataset for bark/tree-species vision models, published in Nature Scientific Data.

Computer-vision counting system — details in progress.

Geospatial pipeline project — details in progress.

RAG-based system — details in progress.