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@IGISTDM

IGISTDM

Details for Image-Guided Image Style Transfer with Diffusion model
README.md

IGISTDM

Description

We are a team of students from NTOU. This organization stores everything about our graduation project - Image-Guided Image Style Transfer with Diffusion model

Repos

Main contribution

  1. IGISTDM
    • Contains code about how we do image style transfer
  2. docs
    • Contains report and poster of our method

Experiment

Dataset

  1. image_downloader
    • Download script
  2. experiment
    • Content images and style images download via download script

Other methods

Modifications to fit our experiment

  1. pytorch-AdaIN
  2. arbitrary_image_stylization

Result

  1. results
    • Contains all the stylized images in our experiment and the loss data
  2. result_website
    • Visualize the results into a website

Analysis

Team members

  1. LouieLK
  2. Argentum11
  3. cseslowpoke

Popular repositories Loading

  1. style_loss_calculation style_loss_calculation Public

    Style loss calculation of style images and stylized images

    Python 1

  2. magenta magenta Public

    Forked from magenta/magenta

    Magenta: Music and Art Generation with Machine Intelligence

    Python

  3. docs docs Public

    This contains the report and poster of IGISTDM

  4. experiment experiment Public

    The data set used in IGISTDM

  5. image_downloader image_downloader Public

    Download script for dataset in IGISTDM

    Jupyter Notebook

  6. results results Public

    Experiment results for IGISTDM

    Python

Repositories

Showing 10 of 10 repositories
  • IGISTDM Public Forked from LouieLK/ZeCon_edit_by_image

    Main contribution for image guided image style transfer

    IGISTDM/IGISTDM’s past year of commit activity
    Jupyter Notebook 0 MIT 9 0 0 Updated Mar 16, 2024
  • experiment Public

    The data set used in IGISTDM

    IGISTDM/experiment’s past year of commit activity
    0 MIT 0 0 0 Updated Dec 27, 2023
  • .github Public

    Profile for IGISTDM

    IGISTDM/.github’s past year of commit activity
    0 0 0 0 Updated Dec 27, 2023
  • result_website Public
    IGISTDM/result_website’s past year of commit activity
    JavaScript 0 MIT 0 0 0 Updated Dec 27, 2023
  • docs Public

    This contains the report and poster of IGISTDM

    IGISTDM/docs’s past year of commit activity
    0 MIT 0 0 0 Updated Dec 22, 2023
  • style_loss_calculation Public

    Style loss calculation of style images and stylized images

    IGISTDM/style_loss_calculation’s past year of commit activity
    Python 1 0 0 0 Updated Dec 22, 2023
  • results Public

    Experiment results for IGISTDM

    IGISTDM/results’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Dec 22, 2023
  • pytorch-AdaIN Public Forked from naoto0804/pytorch-AdaIN

    Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]

    IGISTDM/pytorch-AdaIN’s past year of commit activity
    Python 0 MIT 210 0 0 Updated Dec 15, 2023
  • magenta Public Forked from magenta/magenta

    Magenta: Music and Art Generation with Machine Intelligence

    IGISTDM/magenta’s past year of commit activity
    Python 0 Apache-2.0 3,791 0 0 Updated Dec 15, 2023
  • image_downloader Public

    Download script for dataset in IGISTDM

    IGISTDM/image_downloader’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Oct 27, 2023

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