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Генерация изображения по тексту

84 байта добавлено, 22:50, 23 января 2021
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Обзор генеративных моделей (added years)
| style = "text-align: center" | [[Известные наборы данных#Caltech-UCSD Birds 200 (CUB)|Caltech-UCSD]]
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| style = "text-align: center" | [[#Attribute2Image|Attribute2Image, 2015]]
| style = "text-align: center" | <tex>14.30 \pm 0.10</tex>
| style = "text-align: center" | {{---}}
| [[Файл:Attribute2Image-example.png|128px|thumb|center|Male, no eyewear, frowning, receding hairline, bushy eyebrow, eyes open, pointy nose, teeth not visible, rosy cheeks, flushed face.]]
|-
| style = "text-align: center" | [[#GAN-INT-CLS|GAN-INT-CLS, 2016]]
| style = "text-align: center" | <tex>7.88 \pm 0.07</tex>
| style = "text-align: center" | <tex>2.88 \pm 0.04</tex>
| [[Файл:GAN-INT-CLS-example.png|128px|thumb|center|This flower is white and pink in color, with petals that have veins.]]
|-
| style = "text-align: center" | [[#StackGAN|StackGAN, 2017]]
| style = "text-align: center" | <tex>8.45 \pm 0.03</tex>
| style = "text-align: center" | <tex>3.70 \pm 0.04</tex>
| [[Файл:StackGAN-example.png|128px|thumb|center|This flower has a lot of small purple petals in a dome-like configuration.]]
|-
| style = "text-align: center" | [[#FusedGAN|FusedGAN, 2018]]
| style = "text-align: center" | {{---}}
| style = "text-align: center" | <tex>3.00 \pm 0.03</tex>
| [[Файл:FusedGan_256x256_cub.png|128px|thumb|center|This bird has a bright yellow body, with brown on it's crown and wings.]]
|-
| style = "text-align: center" | [[#ChatPainter|ChatPainter, 2018]]
| style = "text-align: center" | <tex>9.74 \pm 0.02</tex>
| style = "text-align: center"| {{---}}
| [[Файл:ChatPainter_256x256_coco.png|128px|thumb|center|A person in yellow pants in on a snowboard.]]
|-
| style = "text-align: center" | [[#StackGAN++|StackGAN++, 2018]]
| style = "text-align: center" | <tex>8.30 \pm 0.10</tex>
| style = "text-align: center" | <tex>3.84 \pm 0.06</tex>
| [[Файл:StackGAN++-example.png|128px|thumb|center|A picture of a very clean living room.]]
|-
| style = "text-align: center" | [[#HTIS|HTIS, 2018]]
| style = "text-align: center" | <tex>11.46 \pm 0.09</tex>
| style = "text-align: center" | {{---}}
| [[Файл:HTIS-example.png|128px|thumb|center|A man is surfing in the ocean with a surfboard.]]
|-
| style = "text-align: center" | [[#AttnGAN | AttnGAN, 2018]]
| style = "text-align: center" | <tex>25.89 \pm 0.47</tex>
| style = "text-align: center" | <tex>4.36 \pm 0.03</tex>
| [[Файл:AttnGan_256x256_coco.png|128px|thumb|center|A photo a homemade swirly pasta with broccoli carrots and onions.]]
|-
| style = "text-align: center" | [[#CVAE&GAN|CVAE&GAN, 2018]]
| style = "text-align: center" | {{---}}
| style = "text-align: center" | {{---}}
| [[Файл:CVAE&GAN_256x256_cub.png|128px|thumb|center|This is a yellow and gray bird with a small beak.]]
|-
| style = "text-align: center" | [[#MMVR|MMVR, 2018]]
| style = "text-align: center" | <tex>8.30 \pm 0.78</tex>
| style = "text-align: center" | {{---}}
| [[Файл:MMVR_256x256_coco.png|128px|thumb|center|A boat on a beach near some water.]]
|-
| style = "text-align: center" | [[#MirrorGAN|MirrorGAN, 2019]]
| style = "text-align: center" | <tex>26.47 \pm 0.41</tex>
| style = "text-align: center" | <tex>4.56 \pm 0.05</tex>
| [[Файл:MirrorGANExample.png|128px|thumb|center|Boats at the dock with a city backdrop.]]
|-
| style = "text-align: center" | [[#Obj-GAN|Obj-GAN, 2019]]
| style = "text-align: center" | <tex>31.01 \pm 0.27</tex>
| style = "text-align: center" | {{---}}
| [[Файл:Obj-GANExample.png|128px|thumb|center|A hotel room with one bed and a blue chair.]]
|-
| style = "text-align: center" | [[#LayoutVAE|LayoutVAE, 2019]]
| style = "text-align: center" | {{---}}
| style = "text-align: center" | {{---}}
| [[Файл:LayoutVAEExample.png|128px|thumb|center|Person, sea, surfboard.]]
|-
| style = "text-align: center" | [[#MCA-GAN|MCA-GAN, 2019]]
| style = "text-align: center" | {{---}}
| style = "text-align: center" | {{---}}
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