davidbau / ganseeing Goto Github PK
View Code? Open in Web Editor NEWSeeing what a GAN cannot generate. Visualizes and quantifies object classes within scenes that are outside the range of a GAN.
Home Page: http://ganseeing.csail.mit.edu/
Seeing what a GAN cannot generate. Visualizes and quantifies object classes within scenes that are outside the range of a GAN.
Home Page: http://ganseeing.csail.mit.edu/
I have some issues running the seeing_distribution notebook. It gives an import error
No module named '_prroi_pooling'
_prroi_pooling = load_extension('_prroi_pooling', [pjoin(root_dir, 'prroi_pooling_gpu.c'), pjoin(root_dir, 'prroi_pooling_gpu_impl.cu')],verbose=False)
at funtional.py.
I am not really sure if this is a version problem or something. Thanks!
Dear @davidbau ,
Could you remember which file or part of file in this repo related to the experiment 4.4 Layer-wise inversion vs other methods
's (b) Direct learning of E
in your paper ? It may learn a deep network E that inverts G directly, without layer-wise decomposition.
Thanks
Thanks for the great work!
But I am a little bit confused about the plots in figure 6. There are 3 rows of co-relation plots in it (shown as below). However, I don't see any explanation in the paper about how to interpret the x/y axis. Take the middle row for example, both the true and reconstructed layer4 feature are high-dimensional vectors. So what does the x/y axis means? Norm or something else?
Thanks in advance!
Dear David,
Thank you for sharing with us this wonderful work.
Could you tell me how can I get the inveted results from StyleGan? The repo seems to just contain ProgressiveGan.
Thank you for your help.
Best Wishes,
Alex
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.