the pictures look especially creepy, I think because it's easier to notice when an animal looks wrong, especially around the eyes. The auto-detected edges are not very good and in many cases didn't detect the cat's eyes, making it a bit worse for training the image translation model.fac...
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Brownian Bridge Diffusion Model (BBDM) VQGAN(Vector Quantized Generative Adversarial Network)是一种生成对抗网络(GAN)架构,用于生成高质量的图像。VQGAN 的设计结合了向量量化和生成对抗网络的概念,以产生具有视觉真实感和多样性的图像。 以下是对VQGAN的详细解释: 生成对抗网络(GAN): GAN 是一种深度学习模型,...
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In order to model high-frequencies, it is sufficient to restrict our attention to the structure in local image patches. small N patches can be much smaller than the full size of the image and still produce high quality results. a smaller PatchGAN has fewer parameters, runs faster, and can...
AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation computer-vision deep-learning geometry pytorch image-generation multi-domain gans adversarial-networks image-translation attention-model cyclegan image-to-image-translation ijcnn unpaired Updated Jul 6, 2023 Pyth...
We expect this standardized evaluation protocol to play a critical role in advancing image-to-image translation research. Finally, we show that a single generalist Palette model trained on 3 tasks (colorization, inpainting, JPEG decompression) performs as well or better than task-specific specialist ...
To continue the training process: Run the following commands (without --save_results) from the root/code/ (2dimageto3dmodel/code/) directory: python main.py --dataset cub --batch_size 16 --weights pretrained_weights_cub for the CUB Birds Dataset. python main.py --dataset p3d --batch...
3.2 Model 图2展示了我们的模型及其学习过程的概述: 类似于Liu等人[15],我们的转换模型包含用于每个域 Xi(i = 1, 2)的Ei编码器和译码器Gi。如图2(a)所示,每个自动编码器的潜在编码——编码器映像成内容编码si和样式编码ci,在(ci, si) =(Eis(Xi), Eis(Xi)) = Ei(Xi)。图像到图像的转换是由交换enco...
论文链接: https://openaccess.thecvf.com/content/CVPR2022/papers/Lei_ABPN_Adaptive_Blend_Pyramid_Network_for_Real-Time_Local_Retouching_of_CVPR_2022_paper.pdf 模型&代码: https://www.modelscope.cn/models/damo/cv_unet_skin-retouching/summary ...