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Implementations of various tasks related to deep learning and GUI application
KawaiiGenerator
Update
- 03/20/2023: Change repository's name from KawaiiGenerator to senju
Overview
KawaiiGenerator enables users to try various deep learning tasks related to anime.
- ImageManupilation
- SuperResolution
Quick Results
Task | Concept |
---|---|
ImageManupilation | ![]() ![]() |
SuperResolution | ![]() |
GUI Application
- KawaiiGenerator also offers a GUI application that enables users to try applications like the figure above.
- At present, only
.png
files can be processed.
Getting Started
0. Download Pre-trained file
You can download pre-trained files for GUI application from this link.
After that, you need to move decoder.pt
and encoder.pt
to gui/server/ckpts/
.
1. Docker image preparation
Build docker images via
$ bash build.sh
2. Start GUI
Start application via the command below and access 0.0.0.0:5000. It will take a little time to show the start page.
$ docker-compose up -d