An object detection method according to an embodiment may include: acquiring a feature map by passing image information through a first deep neural network; Passing the acquired feature map through a second deep neural network and a third deep neural network, respectively; Fusing each feature map obtained by passing through the second deep neural network and the third deep neural network through a convergence network; And detecting an object from the image information based on the fused feature map.
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