preritj / progressive_growing_of_gans Goto Github PK
View Code? Open in Web Editor NEWPure tensorflow implementation of progressive growing of GANs
License: MIT License
Pure tensorflow implementation of progressive growing of GANs
License: MIT License
You are scaling the weights based on the number of incoming activations:
progressive_growing_of_GANs/net.py
Line 42 in 04351d6
I think the authors scale adaptively, i.e. change the scale as the learned weights change:
progressive_growing_of_GANs/model.py
Line 85 in 04351d6
I think there is a bug here, or at least an implementation of gradient penalty not consistent with the original paper. the alpha coefficient should be randomized per image, and not per pixel.
It should be:
alpha = tf.random_uniform(shape=[input_shape[0], 1, 1, 1], minval=0., maxval=1.)
We want to sample images along the lines connecting the real and fake images. This does something strange.
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.