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[FEAT] 글자 이미지를 활용한 font classifier #2

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jerry-ryu opened this issue Jan 9, 2023 · 0 comments
Open

[FEAT] 글자 이미지를 활용한 font classifier #2

jerry-ryu opened this issue Jan 9, 2023 · 0 comments

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@jerry-ryu
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jerry-ryu commented Jan 9, 2023 •
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Overview

  • 글자 이미지를 활용한 font classifier 구성

Todo

font classifier 기본 구조 구성

  • font classifier 기본 구조 구성(ex. dataset, dataloader, train loop, val loop 등)

font classifier 추가 구조 구성

  • wandb 연결
  • 적절한 validation set 설정
  • 시각화
  • 실험 문제 분석 후 추가 구조 구성

Additional Context

  • classifier가 잘 작동하는지, clustering에 비해서 무엇이 장점인지 실험을 통해 알아보기
jerry-ryu referenced this issue in boostcampaitech4lv23cv2/level3_productserving-level3-cv-11 Jan 9, 2023
@jerry-ryu
feat: setup basic structure of font classifier
fe1853b 
Referenced Issue: #2
@jerry-ryu jerry-ryu mentioned this issue Jan 9, 2023
Merged
jerry-ryu referenced this issue in boostcampaitech4lv23cv2/level3_productserving-level3-cv-11 Jan 9, 2023
@jerry-ryu
feat: connect wandb
deb8edb 
Referenced Issue: #2
jerry-ryu referenced this issue in boostcampaitech4lv23cv2/level3_productserving-level3-cv-11 Jan 9, 2023
@jerry-ryu
feat: stratified split, split train/val pipeline
b4eeb25 
Referenced Issue: #2
jerry-ryu referenced this issue in boostcampaitech4lv23cv2/level3_productserving-level3-cv-11 Jan 9, 2023
@jerry-ryu
fix: fix stratified split dataset bug
8e2c539 
Referenced Issue: #2
jerry-ryu referenced this issue in boostcampaitech4lv23cv2/level3_productserving-level3-cv-11 Jan 9, 2023
@jerry-ryu
feat: visualize val data in wandb artifact
42203e9 
Referenced Issue: #2
@jerry-ryu jerry-ryu mentioned this issue Jan 9, 2023
Merged
@ganghe74 ganghe74 changed the title feat: 글자 이미지를 활용한 font classifier [FEAT] 글자 이미지를 활용한 font classifier Jan 11, 2023
@ganghe74 ganghe74 transferred this issue from boostcampaitech4lv23cv2/level3_productserving-level3-cv-11 Jan 19, 2023
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