Pedestrian attribution recognition is the task of recognising pedestrian features - such as whether they are talking on a phone, whether they have a backpack, and so on.
( Image credit: HydraPlus-Net: Attentive Deep Features for Pedestrian Analysis )
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Pedestrian analysis plays a vital role in intelligent video surveillance and is a key component for security-centric computer vision systems.
#2 best model for Pedestrian Attribute Recognition on PA-100K
To predict the existence of a particular attribute, it is demanded to localize the regions related to the attribute.