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        <titl xml:lang="sv">MicroVision dataset</titl>
        <parTitl xml:lang="en">MicroVision dataset</parTitl>
        <IDNo agency="SND">2025-74-1</IDNo>
        <IDNo agency="DOI">https://doi.org/10.71870/eepz-jd52</IDNo>
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    <citation>
      <titlStmt>
        <titl xml:lang="sv">MicroVision dataset</titl>
        <parTitl xml:lang="en">MicroVision dataset</parTitl>
        <IDNo agency="SND">2025-74-1</IDNo>
        <IDNo agency="DOI">https://doi.org/10.71870/eepz-jd52</IDNo>
      </titlStmt>
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        <AuthEnty xml:lang="en" affiliation="Chalmers University of Technology">Rasch, Alexander</AuthEnty>
        <AuthEnty xml:lang="sv" affiliation="Chalmers tekniska högskola">Rasch, Alexander</AuthEnty>
      </rspStmt>
      <prodStmt>
        <grantNo xml:lang="en" agency="VINNOVA">2023-01047</grantNo>
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    </citation>
    <stdyInfo>
      <subject>
        <keyword xml:lang="en" vocab="YSO" vocabURI="http://www.yso.fi/onto/yso/p27500">kick scooters</keyword>
        <keyword xml:lang="sv" vocab="YSO" vocabURI="http://www.yso.fi/onto/yso/p27500">sparkcyklar</keyword>
        <keyword xml:lang="en" vocab="YSO" vocabURI="http://www.yso.fi/onto/yso/p4125">pedestrian and bicycle ways</keyword>
        <keyword xml:lang="sv" vocab="YSO" vocabURI="http://www.yso.fi/onto/yso/p4125">gång- och cykelbanor</keyword>
        <keyword xml:lang="en" vocab="YSO" vocabURI="http://www.yso.fi/onto/yso/p517">traffic safety</keyword>
        <keyword xml:lang="sv" vocab="YSO" vocabURI="http://www.yso.fi/onto/yso/p517">trafiksäkerhet</keyword>
        <keyword xml:lang="en" vocab="YSO" vocabURI="http://www.yso.fi/onto/yso/p16870">image analysis</keyword>
        <keyword xml:lang="sv" vocab="YSO" vocabURI="http://www.yso.fi/onto/yso/p16870">bildanalys</keyword>
        <keyword xml:lang="en" vocab="YSO" vocabURI="http://www.yso.fi/onto/yso/p5969">bicycles</keyword>
        <keyword xml:lang="sv" vocab="YSO" vocabURI="http://www.yso.fi/onto/yso/p5969">cyklar</keyword>
        <keyword xml:lang="en" vocab="YSO" vocabURI="http://www.yso.fi/onto/yso/p5962">visual recordings</keyword>
        <keyword xml:lang="sv" vocab="YSO" vocabURI="http://www.yso.fi/onto/yso/p5962">videogram</keyword>
        <keyword xml:lang="en" vocab="YSO" vocabURI="http://www.yso.fi/onto/yso/p9420">pedestrians</keyword>
        <keyword xml:lang="sv" vocab="YSO" vocabURI="http://www.yso.fi/onto/yso/p9420">fotgängare</keyword>
        <keyword xml:lang="en" vocab="YSO" vocabURI="http://www.yso.fi/onto/yso/p8266">automated pattern recognition</keyword>
        <keyword xml:lang="sv" vocab="YSO" vocabURI="http://www.yso.fi/onto/yso/p8266">mönsterigenkänning (teknik)</keyword>
      </subject>
      <abstract xml:lang="en" contentType="abstract">This repository contains the MicroVision dataset: anonymized images and annotations of vulnerable road users and micromobility vehicles in real traffic (pedestrians, bicycles, cyclists, e-scooters, and e-scooterists). We further provide some first benchmark object-detection model weights (YOLO11, Faster R-CNN, and RF-DETR).</abstract>
      <abstract xml:lang="sv" contentType="abstract">Det här arkivet innehåller MicroVision-datasetet: anonymiserade bilder och annoteringar av utsatta trafikanter och mikromobilitetsfordon i verklig trafik (fotgängare, cyklar, cyklister, elscootrar och elscooterförare). Vi tillhandahåller dessutom några första benchmark-vikter för objektigenkänningsmodeller (YOLO11, Faster R-CNN och RF-DETR).</abstract>
      <sumDscr>
        <nation xml:lang="en" abbr="SE">Sweden</nation>
        <nation xml:lang="sv" abbr="SE">Sverige</nation>
        <dataKind xml:lang="en">Numeric</dataKind>
        <dataKind xml:lang="en">Still image</dataKind>
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