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The semantic segmentation network structure proposed in this research is based on BiSeNet network, and similarly, the proposed network structure also creates a dual-path network structure .The overall framework of the network is shown in Fig. 1, and it consists of two main parts: a spatial path and a context path.The spatial path encodes rich spatial information details, and.

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BiSeNet. 3. be easily recovered by involving the shallow layers as shown in Figure 1(b). In other Based on the above observation, we propose the Bilateral Segmentation Net-work (BiSeNet) with two.

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Contrastive Loss Definition. class ContrastiveLoss(torch.nn.Module) perform contrastive loss calculation with the distance. loss_contrastive = torch.mean((1-label) * torch.pow(euclidean_distance, 2) +.

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