Difference between revisions of "Image-to-Image Translation"
m (BPeat moved page CycleGAN to Image-to-Image Translation without leaving a redirect) |
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* [[Generative Adversarial Network (GAN)]] | * [[Generative Adversarial Network (GAN)]] | ||
* [[Generated Image]] | * [[Generated Image]] | ||
| − | * [http:// | + | * [[http://towardsdatascience.com/image-to-image-translation-69c10c18f6ff Image-to-Image Translation | Yongfu Hao] |
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Approaches: | Approaches: | ||
* Paired | * Paired | ||
* Unparied | * Unparied | ||
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| + | = CycleGAN = | ||
| + | * [http://www.semanticscholar.org/paper/Unpaired-Image-to-Image-Translation-Using-Networks-Zhu-Park/c43d954cf8133e6254499f3d68e45218067e4941 Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks | J. Zhu, T. Park, P. Isola, and A. Efros - Semantic Scholar] | ||
| + | * [http://towardsdatascience.com/cyclegan-learning-to-translate-images-without-paired-training-data-5b4e93862c8d CycleGAN: Learning to Translate Images (Without Paired Training Data) | Sarah Wolf - Towards Data Science] | ||
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| + | An approach for learning to translate an image from a source domain X to a target domain Y in the absence of paired examples [http://towardsdatascience.com/image-to-image-translation-69c10c18f6ff Image-to-Image Translation | Yongfu Hao] | ||
http://miro.medium.com/max/650/0*P-46iNsLcF2edVfn.png | http://miro.medium.com/max/650/0*P-46iNsLcF2edVfn.png | ||
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<youtube>xkLtgwWxrec</youtube> | <youtube>xkLtgwWxrec</youtube> | ||
Revision as of 07:56, 19 July 2020
YouTube search... ...Google search
Approaches:
- Paired
- Unparied
CycleGAN
- Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks | J. Zhu, T. Park, P. Isola, and A. Efros - Semantic Scholar
- CycleGAN: Learning to Translate Images (Without Paired Training Data) | Sarah Wolf - Towards Data Science
An approach for learning to translate an image from a source domain X to a target domain Y in the absence of paired examples Image-to-Image Translation | Yongfu Hao
