hjsim / koalanet Goto Github PK
View Code? Open in Web Editor NEWOfficial repository of KOALAnet (CVPR, 2021)
Official repository of KOALAnet (CVPR, 2021)
Thank you so much for this amazing work. And congratulations on the research paper accepted at CVPR.
I want to evaluate your models on the Set 5 dataset. However, when I ran the model (4X) with the default test_patch argument [1,1], the results were images with total noise. I don't know for sure what's the issue, but I tried changing the default test_patch argument to [2,2] and got the following results. It is a little better than totally noisy images. Changing test_patch size is affecting the resulting super-resolution image, so what should be the ideal value for the test_patch parameter?
As you can see the results do not look good. What am I missing here?
It will mean a lot if I can get any leads about what can be going wrong here.
Thank you in advance!
hi thanks for your great work...can you please let me know what is the main difference between kernel and filter.
Hi,
Thanks for the code.
I tried to test the pre-trained models on the Set5 dataset you provided running:
python main.py --phase 'test' --test_data_path 'Set5/LR/X4/imgs' --test_label_path 'Set5/HR' --test_ckpt_pat ./upsampling_network_x4 --factor 4
.
However, the results have grid artefacts like this one:
I am using TensorFlow 1.13 like mentionned in the requirements.
Is there something I missed in the params ?
Thanks,
Charles
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ 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. ๐๐๐
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 โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.