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[2011. 14141] AdaBins: Depth Estimation using Adaptive Bins We call our new building block AdaBins Our results show a decisive improvement over the state-of-the-art on several popular depth datasets across all metrics We also validate the effectiveness of the proposed block with an ablation study and provide the code and corresponding pre-trained weights of the new state-of-the-art model
AdaBins: Depth Estimation Using Adaptive Bins - CVF Open Access We introduced a new architecture block, called AdaBins for depth estimation from a single RGB image AdaBins leads to a decisive improvement in the state-of-the-art for the two most popular datasets, NYU and KITTI