Abstract:In view of the problems of multi‐scale, densely distributed and difficult small target detection in real‐time road condition detection, a new improved
yolov5 real‐time target detection method was
proposed. The activation function in the original
spatial pyramid (SPPF) was replaced by ReLu in the
backbone network to enhance the expression ability of
the model. The bidirectional feature pyramid (BiFPN)
is used to replace the original feature pyramid network (FPN) + pixel aggregation network (PAN) in
the neck are… Show more
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