constrained_opt.py 文件源码

python
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项目:iGAN 作者: junyanz 项目源码 文件源码
def combine_constraints(self, constraints):
        if constraints is not None: #[hack]
            # print('combine strokes')
            [im_c, mask_c, im_e, mask_e] = constraints
            if self.prev_im_c is None:
                mask_c_f = mask_c
            else:
                mask_c_f = np.maximum(self.prev_mask_c, mask_c)

            if self.prev_im_e is None:
                mask_e_f = mask_e
            else:
                mask_e_f = np.maximum(self.prev_mask_e, mask_e)

            if self.prev_im_c is None:
                im_c_f = im_c
            else:
                im_c_f =  self.prev_im_c.copy()
                mask_c3 = np.tile(mask_c, [1,1, im_c.shape[2]])
                np.copyto(im_c_f, im_c, where=mask_c3.astype(np.bool))  #[hack]

            if self.prev_im_e is None:
                im_e_f = im_e
            else:
                im_e_f = self.prev_im_e.copy()
                mask_e3 = np.tile(mask_e, [1,1,im_e.shape[2]])
                np.copyto(im_e_f, im_e, where=mask_e3.astype(np.bool))

            return [im_c_f, mask_c_f, im_e_f, mask_e_f]
        else:
            return [self.prev_im_c, self.prev_mask_c, self.prev_im_e, self.prev_mask_e]
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