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Przetrenować testowe modele do transferu stylu #38

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MatOgr opened this issue Jan 10, 2023 · 3 comments
Closed

Przetrenować testowe modele do transferu stylu #38

MatOgr opened this issue Jan 10, 2023 · 3 comments
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Research Rozeznanie terenu Style Transfer
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Prototyp

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@MatOgr
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MatOgr commented Jan 10, 2023 •
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Rozpatrujemy dwa rodzaje - GANy oraz segmentatory. Oba docelowo będą potrzebne, choć warto zrobić bardziej doglębne rozpoznanie.

GANy:

  1. CycleGAN (unsupervised)
  2. pix2pix (supervised, label→image)

Segmentatory – potrzebne rozpoznanie #39
@MatOgr MatOgr converted this from a draft issue Jan 10, 2023
@MatOgr MatOgr added Feature New feature or request Research Rozeznanie terenu Style Transfer and removed Feature New feature or request labels Jan 10, 2023
@MatOgr MatOgr added this to the Prototyp milestone Jan 10, 2023
@MatOgr MatOgr moved this from 🆕 Nowe / Do uzupełnienia to 🚀 Gotowe do pracy in Flats and Apartments AITech Master's project Jan 10, 2023
This was referenced Jan 10, 2023
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@MatOgr MatOgr moved this from 🚀 Gotowe do pracy to 🏗 In progress in Flats and Apartments AITech Master's project Jan 10, 2023
@MatOgr MatOgr self-assigned this Jan 10, 2023
@MatOgr MatOgr moved this from 🏗 In progress to 👀 In review in Flats and Apartments AITech Master's project Jan 15, 2023
@MatOgr
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MatOgr commented Jan 15, 2023

Trening przeprowadzono na ArtDecor ze zbioru Houzz – wyniki są 'jako takie', ale ogólnie widać, że działa i mniej więcej wie czego oczekujemy...

Kiedy znowu będziemy mieli dostęp do GPU przeprowadzimy trening na pozostałych stylach

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MatOgr commented Jan 22, 2023

Treningi poszły. Zamykam

@MatOgr MatOgr closed this as completed Jan 22, 2023
@github-project-automation github-project-automation bot moved this from 👀 In review to ✅ Done in Flats and Apartments AITech Master's project Jan 22, 2023
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A gdzie kod?

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Research Rozeznanie terenu Style Transfer
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Flats and Apartments AITech Master's project
Status: ✅ Done
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Prototyp
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@emkarcinos @MatOgr