AI RESEARCH
On-Orbit Real-Time Wildfire Detection Under On-Board Constraints
arXiv CS.CV
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ArXi:2605.06273v1 Announce Type: new We present a deployed system for on-orbit wildfire detection aboard a nine-satellite commercial thermal infrared constellation, operating under demanding joint constraints: sub-megabyte model footprint, sub-150 ms per-batch TensorRT FP16 inference on an NVIDIA Jetson Xavier NX, and an end-to-end alert pipeline targeting under 10 minutes from satellite overpass to fire event communication.