PipeMFL-240K provides 249,320 labeled MFL pipeline scans across 12 categories — the first large public benchmark for MFL defect detection — and baseline tests show current detectors cap near 0.5 mAP50.
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A wavelet-guided neural pipeline recovers previously known narrowband radio events from FAST observations of 33 exoplanet systems and reduces 139,127 detections to 803 veto-ready candidates; its one new candidate, toward K2-155, is argued to be terrestrial RFI.
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PipeMFL-240K: A Large-scale Dataset and Benchmark for Object Detection in Pipeline Magnetic Flux Leakage Imaging
PipeMFL-240K provides 249,320 labeled MFL pipeline scans across 12 categories — the first large public benchmark for MFL defect detection — and baseline tests show current detectors cap near 0.5 mAP50.
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A Wavelet-Integrated Search Pipeline for Narrowband Technosignatures in FAST Observations of 33 Exoplanet Systems
A wavelet-guided neural pipeline recovers previously known narrowband radio events from FAST observations of 33 exoplanet systems and reduces 139,127 detections to 803 veto-ready candidates; its one new candidate, toward K2-155, is argued to be terrestrial RFI.