Comments (23)
We are training some models now, and we will upload them soon.
from pytorch-cyclegan-and-pix2pix.
Added! Please use the script pretrained_models/download_cyclegan_model.sh
to download the pretrained models.
from pytorch-cyclegan-and-pix2pix.
We don't' have one for pix2pix. Maybe you can check out this repo.
from pytorch-cyclegan-and-pix2pix.
Hello,
we've updated the URLs to the pretrained models. The models are now at http://efrosgans.eecs.berkeley.edu/cyclegan/pretrained_models/.
from pytorch-cyclegan-and-pix2pix.
Any update on this?
from pytorch-cyclegan-and-pix2pix.
I would also be very interested? Anybody has a pretrained model?
from pytorch-cyclegan-and-pix2pix.
Hey,
do you have any training curves? I tried your code and the results do not look too good ... would be great if you can provide the training curves for a comparison, thanks a lot!
from pytorch-cyclegan-and-pix2pix.
Any update?
from pytorch-cyclegan-and-pix2pix.
Where can I find a pre trained model for edges2shoes and edges2handbags?
from pytorch-cyclegan-and-pix2pix.
Anyone have the monet2photo pre-trained model?
from pytorch-cyclegan-and-pix2pix.
Did someone train the network for segmentation?
from pytorch-cyclegan-and-pix2pix.
We have a few pre-trained models available. More are coming.
pix2pix: edges2shoes, sat2map, and facades_label2photo
CycleGAN: horse2zebra and zebra2horse
Please check out the download_scripts, instructions(pix2pix) and instructions(CyclceGAN) for more details.
from pytorch-cyclegan-and-pix2pix.
Hi @junyanz I'm trying to load the pretrained cyclegan (horse2zebra) model as below code template,
model = XXXModel()
model.load_state_dict(torch.load('latest_net_G.pth'))
dumb question please. which XXXModel should I use in your code base please? I'm assuming that it should be a child class of torch.nn.Module.
or could you save and share the whole model for reference please? :)
Thank you very much!
Forget about it. Figured out from the test_model.py. :)
from pytorch-cyclegan-and-pix2pix.
Hi,
I wondered if there was any progress on adding pretrainined models for photo 2 monet/cezanne/vangogh. I have trained cyclegan myself with the default parameters, but wasn't 100% happy with the results and would like to see the results of your models for comparison!
Regards,
Alex
from pytorch-cyclegan-and-pix2pix.
we don't have these models available. You can improve the results with additional identity loss.
from pytorch-cyclegan-and-pix2pix.
Hi,
Since there's no pretrained model for sat2map, I'm using default params to train sat2map by running
python train.py --dataroot ./datasets/maps --name maps_cyclegan --model cycle_gan --no_dropout
as suggested in README.
The generated images don't seem to have the quality it should at epoch 100+. Here's a generated image at epoch 151. Am I missing something? Thank you!
(epoch151_fake_A.png, epoch151_fake_B.png)
from pytorch-cyclegan-and-pix2pix.
Could you please add a pre-trained model for apple2orange.
Regards,
Mukesh Chandak
from pytorch-cyclegan-and-pix2pix.
We will add more models soon. @taesung89
from pytorch-cyclegan-and-pix2pix.
Do you have the pretrained pix2pix model available for colourisation
from pytorch-cyclegan-and-pix2pix.
@wnls I caught the same problem, how did you slove it?
from pytorch-cyclegan-and-pix2pix.
Hi @junyanz I'm trying to load the pretrained cyclegan (horse2zebra) model as below code template,
model = XXXModel()
model.load_state_dict(torch.load('latest_net_G.pth'))dumb question please. which XXXModel should I use in your code base please? I'm assuming that it should be a child class of torch.nn.Module.
or could you save and share the whole model for reference please? :)
Thank you very much!
Forget about it. Figured out from the test_model.py. :)
Can you write please how did you solve this problem?
from pytorch-cyclegan-and-pix2pix.
Hi, @junyanz , when I click on the following URL https://people.eecs.berkeley.edu/~taesung_park/pytorch-CycleGAN-and-pix2pix/models/$FILE.pth, it shows "Resource not found".
Could you please upload the pretrained models and related datasets again? Thanks!
from pytorch-cyclegan-and-pix2pix.
Hi @junyanz @taesungp, I would like to compare the performance of the CycleGANs with UNET generator v/s ResNet generator. I had a few questions:
- Do you have training details of your pre-trained models? (How many epochs, loss curves, etc.)
- Since the CycleGAN class is using the ResNet 9-blocks generator by default, I am assuming that the pre-trained models are for this generator. In such case, Do you have pre-trained models using the UNET generator? (256 or 128)
from pytorch-cyclegan-and-pix2pix.
Related Issues (20)
- Perform interpolation between Input and Output
- value of lambda_identity not to change the color
- good
- The test results with pix2pix were poor
- Image truncated error
- Help! HOT 1
- Can‘t open the pix2pix train/test website to download
- how to train for two input image and one output image HOT 2
- Template-to-Image test output are blurry.
- Query realted if the model can give RGBA image as output? HOT 2
- Use of pix2pix with multiple image types in training set
- inference of a single image (help) HOT 1
- medical
- Medical image
- What is the difference between preprocess scale_width_and_crop and resize_and_crop? HOT 1
- Rectangular image training failed,HELP! HELP!
- input and output image size in training set HOT 1
- light blue artifact on the output image
- there is no `latest_net_G.pth` in the directory where checkpoints are being saved HOT 2
- Speed Up Training HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from pytorch-cyclegan-and-pix2pix.