Matthew Scardino

A Streamlit-based client application for the Wildlife Vision System (v2). It supports image ingestion, metadata extraction, YOLO-based cropping, OpenCLIP embeddings, and SpeciesNet CNN classification. The client connects to a Postgres + pgvector backend and integrates with DigitalOcean Spaces and MCP servers for multi-model species identification.