[기능구현] GAN for cleaning - Githubissues

bcaitech1 / p4-fr-soccer

p4-fr-soccer created by GitHub Classroom

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[기능구현] GAN for cleaning #8

Closed Dongbin-Lee-git closed 3 years ago

Dongbin-Lee-git commented 3 years ago

Pre processing Data cleaning encoder

CycleGAN

[x] v1 : training(512,512, 15000set) with 5 different filtering images from 1 image, test(512,512)
[x] v2 : training(512,512, 15000set) with 5 different filtering images from 1 image, test(default size)
[x] v3 : training(768,768, 45000set) with 2 different filtering images from 1 image, test(default size)
[x] v4 : training(512,512, 1700 set) with 1 binary + Otsu thresholding filtering, gray to gray

Contrastive Unpaired Translation (CUT)

[x] v1 : training(768,768, 45000set) with 2 different filtering images from 1 image, test(default size)
- discussion에 결과 정리함.

FastCUT

[x] v1 : training(768,768, 45000set) with 2 different filtering images from 1 image, test(default size)
- discussion에 결과 정리함.

결국 GrayScale보다 성능이 나쁠 것 같다는 결론이 났다. 관련 reults는 discussion에 기록.