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PaddlePaddle Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model" (SIGGRAPH 2021)

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SAM-Paddle

PaddlePaddle Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model" (SIGGRAPH 2021)

数据集: CelebA 下载地址:http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html

验收标准: CelebA 人眼评估生成的图像(可参考论文中展示的生成图片 Figure 4,6,8)

官方开源的代码和预训练模型:

Path Description
CODE: SAM the Official Implementation in PyTorch
MODEL: SAM SAM trained on the FFHQ dataset for age transformation.

论文中官方实验结果:

官方(pytorch)代码复现结果:

运行预测

下载官方的预训练模型放在checkpoints目录下,再到options目录下更改test_options.py中相应的模型、源图片和输出结果(exp_dir)路径,之后使用scripts/inference_side_by_side.py对一组图像进行预测。 例如:

python scripts/inference_side_by_side.py

不用在终端使用--来指定参数,因为已经写在test_options.py中。

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PaddlePaddle Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model" (SIGGRAPH 2021)

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