Identification of each animal in a collective becomes possible even when individuals are never all visible simultaneously, enabling faster and more accurate analysis of collective behavior.

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Abstract: Open-vocabulary multiple object tracking (MOT) aims to track arbitrary objects in the real world. Although significant progress has been achieved in object classification by leveraging the ...

Open-source observability and monitoring platform for AI agents. Real-time tracing, metrics, cost tracking, and debugging for production AI agent systems. Production-ready multi-tenant SaaS wrapper ...

reproducibility, clear separation of concerns, and publication-quality visualisation. This repository accompanies ongoing research and is primarily designed for expert users working with solar image ...

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