AVDNet adds ConvRes residual blocks and larger output maps to a one-stage detector for small aerial vehicles, reports mAP gains on VEDAI, DLR-3K, DOTA and new ABD dataset, and introduces RFAV visualization.
The DLR-3K data set is divided with a ratio of ∼[80:20]
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AVDNet: A Small-Sized Vehicle Detection Network for Aerial Visual Data
AVDNet adds ConvRes residual blocks and larger output maps to a one-stage detector for small aerial vehicles, reports mAP gains on VEDAI, DLR-3K, DOTA and new ABD dataset, and introduces RFAV visualization.