Dense crowd detection method and device, electronic equipment and storage medium

The invention provides a dense crowd detection method and apparatus, an electronic device and a storage medium. The method comprises the steps of obtaining a to-be-detected image with a dense crowd; inputting the to-be-detected image into a trained target pedestrian detection model to obtain the to-...

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Hauptverfasser: WANG DARUI, ZHANG TAO, NIU ZHANYUN, DING XINWEI, HUANG MING, PAN YE, LUO QIAN, CHEN ZHAOXIN, DU MAOWEI, ZHENG HUAIYU, DANG WANLI, WEN TAO, WANG CHAO, CAO LIBO, GENG LONG, QIN QIAN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides a dense crowd detection method and apparatus, an electronic device and a storage medium. The method comprises the steps of obtaining a to-be-detected image with a dense crowd; inputting the to-be-detected image into a trained target pedestrian detection model to obtain the to-be-detected image marked with a plurality of first prediction pedestrian frames; for at least two first prediction pedestrian frames corresponding to any area in the to-be-detected image, performing de-duplication processing on pedestrians in the at least two first prediction pedestrian frames to obtain the to-be-detected image marked with at least one second prediction pedestrian frame; and counting the target number of the second prediction pedestrian frames in the to-be-detected image, and determining the target number as the number of pedestrians in the to-be-detected image. In this way, the number of people in a dense place can be accurately detected. 本公开提供了一种密集人群检测方法、装置、电子设备以及存储介质,所述方法包括:获取带有密集人群的待检测图像;将所述待检测