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Implementations of various tasks related to deep learning and GUI application

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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

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Implementations of various tasks related to deep learning and GUI application

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