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Cluttered backgrounds can significantly impair waste segmentation, but this new network design achieves superior accuracy by integrating local and global context effectively.
Geospatial agents can now reason more effectively about satellite imagery thanks to a new framework that aligns models with verified multi-step tool interactions and explicit reasoning traces.