0,0,0,1,0],dtype=torch.float))# Spatial transformer network forwardfunctiondefstn(self,x):xs=self.localization(x)xs=xs.view(-1,10*3*3)theta=self.fc_loc(xs)theta=theta.view(-1,2,3)grid=F.affine_grid(theta,x.size())x=F.grid_sample(x,grid)returnx...
[4].kevinzakka/spatial-transformer-network 代码: fromscipyimportndimageimporttensorflowastfimportnumpyasnpimportmatplotlib.pyplotaspltimportcv2defgen_grid(o_dims):height,width=o_dims x=np.linspace(0,1.0,width,endpoint=False)y=np.linspace(0,1.0,height,endpoint=False)# x = np.linspace(0, width, ...
切换模式 登录/注册 郑华滨 AI炼丹师 用PyTorch实现基于薄板样条插值(Thin Plate Spline,TPS)的空间变换网络(Spatial Transformer Network,STN):链接 GIF GIF +1GIF 发布于 2017-09-27 00:54 赞同 17 分享 收藏 写下你的评论... ...
【论文笔记】Spatial Transformer Networks(STN)-用于医学图像配准的空间变化网络,程序员大本营,技术文章内容聚合第一站。
# Spatial transformer networks boils down to three main components : # # - The localization network is a regular CNN which regresses the # transformation parameters. The transformation is never learned # explicitly from this dataset, instead the network learns automatically ...