Convert 2D scalar fields into searchable vector embeddings using statistical, gradient, spectral, texture, and structural features. HNSW-indexed similarity search for any 2D numeric grid — geoscience, remote sensing, microscopy, simulation, or mathematics.
python embeddings remote-sensing feature-extraction scientific-computing similarity-search texture-analysis nmslib hnsw vector-search image-features 2d-fields
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Updated
May 22, 2026 - Python