Rare find

Lightweight GAN. Generate realistic images from a single computer in hours instead of weeks.

github.com/lucidrains/lightweight-gan

Problem

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Audience

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Market

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Pricing

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Vaya's read on this project

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Updates

January 2025

Release —1.2.1 Jan 12
update dep versions Jan 12
Release —1.2.0 Jan 12
add zero centered gradient penalty for real and fake images Jan 12

August 2022

Release —1.1.1 Aug 25
aim fix Aug 25
Update cli.py (#137) Aug 25
Release —1.1.0 Aug 25
upgrade to best downsample type Aug 25

July 2022

Release —v1.0.0 Jul 14
another measure against checkboard artifacts, release 1.0.0 Jul 14

June 2022

Release —0.23.3 Jun 11
0.23.3 Jun 11
Add TIFF to list of file extensions (#129) Jun 11

April 2022

Release —0.23.2 Apr 26
revert, as attention based upsampler not working well Apr 26
Release —0.23.1 Apr 26
Release —0.23.0 Apr 26
Release —0.22.3 Apr 20
make aim optional, as seeing a segmentation fault. add ability to tur… Apr 20
more explicit instructions when a downgrade is necessary for loading … Apr 20
0.22.0 Apr 19
Added Experimentation Tracking. (#122) Apr 19
sponsor Apr 7
turn off bilinear upsampling Apr 4
even kernel sizes after upsampling layer in generator, to address che… Apr 4
attention fix Apr 4
upgrade attention Apr 3
Noise injection (#117) Apr 3

February 2022

enforce latest torch Feb 3