envision-research / homointerpgan Goto Github PK
View Code? Open in Web Editor NEWHomomorphic Latent Space Interpolation for Unpaired Image-to-image Translation
Homomorphic Latent Space Interpolation for Unpaired Image-to-image Translation
First of all, congratulation for this outstanding work, but I still have two small questions:
Thanks!
Hello! I am very interested in your work, especially the interpolation between dogs and cats. I saw this result at supplementary material. I want to interpolate without attribute, because there is no label or attribute in my dataset. So could you please tell me how to do?
loading default VGG
/mnt/backup/project/ycchen/datasets/face/images/celeba_aligned/185954.jpg
Traceback (most recent call last):
File "run.py", line 192, in
engine.run()
File "run.py", line 187, in run
exec ('self.{}()'.format(self.args.command))
File "", line 1, in
File "run.py", line 156, in attribute_manipulation
img_out = [tmp for tmp in ref_loader]
File "/usr/local/lib/python2.7/dist-packages/torch/utils/data/dataloader.py", line 615, in next
batch = self.collate_fn([self.dataset[i] for i in indices])
File "/content/HomoInterpGAN/data/attributeDataset.py", line 163, in getitem
img = util.readRGB(self.files[index]).astype(np.float32)
File "/content/HomoInterpGAN/util/util.py", line 144, in readRGB
return img[:, :, [2, 1, 0]]
TypeError: 'NoneType' object has no attribute 'getitem'
at
python run.py attribute_manipulation -mp checkpoints/CelebA -sp checkpoints/CelebA/test/Smiling --filter_target_attr Smiling -s 1 --branch_idx 0 --n_ref 5 -bs 8 --test_folder examples/aligned
Hi~ @yingcong Could you share the file of Rafd_image.csv or give me some suggestion about creating it?I'm confused of it.Thank you.
Thanks for sharing the nice work!
I have a few questions about the results of testing RaFD model on wild images:
Looking forward to your reply. Thanks.
I encountered this error when I tried to execute the training script. The line of code that caused the exception is seen here url. I am looking forward to your help.
Below is the detailed error message:
/home/shhs/anaconda3/envs/torch_1_0_py3_6/bin/python /home.bak/shhs/soft/pycharm-2019.1.1/helpers/pydev/pydevd.py --multiproc --qt-support=auto --client 127.0.0.1 --port 46783 --file /media/shhs/Peterou2/user/code/HomoInterpGAN/run.py attribute_manipulation -bs 8 -gpu 0
pydev debugger: process 6843 is connecting
Connected to pydev debugger (build 191.6605.12)
loading default VGG
why I meet this?
Hi,
I would like to thank you first for your amazing work !
As the title said it, I would like to know if is there any way to generate an image without reference image at all ?
For example, generate a Woman face with only a Man face (without a Man face as reference).
test_selected_curve & attribute_manipulation need both as well a reference image to generate the interpolation (correct me if I''m wrong)
Thank you in advance !
Hi~ @yingcong .I encountered an error :"AttributeError: 'Namespace' object has no attribute 'random_crop_bias'" when I try to test the pretrained model which is downloaded from your link.Could you help me to solve the problem? And should I train the model 10000 epoches? Thank you!
Very fancy idea!
When I was reading the paper, I could not find the supplementary material. Is it available?
Thanks~
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.