tju-zhaoxy/a-pyramid-architecture-of-gans

Learning Face Age Progression: A Pyramid Architecture of GANs

A-Pyramid-Architecture-of-GANs

Learning Face Age Progression: A Pyramid Architecture of GANs

This model is from one paper from CVPR2018 named "Learning Face Age Progression: A Pyramid Architecture of GANs ". And the model structure is as below. I am very interested in this paper. I have two partners who named Tian-xy and Bai-hr, we want to get the results of this paper. So we try to achieve this goal. But our code don't add the pretrained deep face model to this project and have some drawbacks. And for some reason we didn't get the expected results. Next we will try to train this model to get good result. If have some problems or suggestion, welcome to contact us.

Requirements

pytorch 0.4.0

CACD MORPH dataset

Usage

git clone or download zip file of this repository

execute python main.py in command

a-pyramid-architecture-of-gans's Issues

generate的输出

生成器的输出好像不是224，计算出来是bs* 3 * 221*221?

some confusions and hope to contact you

你好，我最近在复现这篇论文，有几个疑惑的地方能请教你吗，关于数据处理和你未添加的identity loss等，我希望能够联系你的微信或者email。另外，你的尺寸有点问题，主要是因为你未使用ConvTranspose2d的output_padding补维度。

Wow! students of TJU are so excellent!

It rises an runtime error when I executed main.py

RuntimeError: Found 0 files in subfolders of: /content/A-Pyramid-Architecture-of-GANs/data/0/
Supported extensions are: .jpg,.jpeg,.png,.ppm,.bmp,.pgm,.tif,.tiff,webp

Can you please help me
How do I get files in data/0 folder?

question about updating code

did you recently study in this project? and if you modify any code, could you update? thank you very much @TJU-Zhaoxy

Please Contact Me!

I'm also rewrite the code of Pyramid GANs and didn't achieve the best result. My email is [email protected].
I also gather up another student who also rewrite the code who is in ZJU. Please contact me and we can discuss the experiments in WeChat.