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g., crisis breaking in the passenger cars); thus, collision avoidance must be accomplished manually by the drivers.An proper detection system is needed to extract building information in remote sensing images and also to relieve the matter of bad detection effects resulting from the deficiency of detailed features. Firstly, we embed a transposed convolution sampling module fusing multiple normalization activation levels when you look at the decode