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hjw705/GraduationWork

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Graduation_Work

Project Title

Dog + Emoji = Dogji

Project Description

It is a project that emotionalizes actual puppy pictures.
실제 강아지 사진을 이모티콘화 해서 보여주는 프로젝트입니다.

Collaborators

ID Name Email
201736055 Han-Jian(한지안) luckywon88@gmail.com
201835415 Kim-Doyeon(김도연) gaswkdy18@kakao.com
201835538 Choi-Jiwon(최지원) ji_1106@naver.com

Experimental Environment & API

Intel i7-5960X CPU, Nvidia GTX 1080 GPU
epoch: 400
Python Version: 3.7.3

Real dog images with unpair data: 684 data
Watercolor puppy illustration image: 419 data

Sources

https://pixabay.com/illustrations/
MIRFLICKR Download
Etc

How To Install Experimental Environment

Refer to the files in the Installation Environment folder for execution preferences, code execution instructions, and dataset information.
You can find train dataset in the Datasets folder.

Our Paper

"CycleGAN 과 Mask R-CNN 을 활용한 수채화 스타일 이모티콘 생성" -> You can see on Our Paper folder.
제 30회 신호처리합동학술대회 https://30spc2020.creatorlink.net/

About

Making dog emojis by using CycleGAN and MaskRCNN(Detectron2)

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