# NVIDIA's AI Creates Beautiful Images From Your Sketches! ✏️

## Метаданные

- **Канал:** Two Minute Papers
- **YouTube:** https://www.youtube.com/watch?v=hW1_Sidq3m8
- **Дата:** 23.04.2019
- **Длительность:** 4:09
- **Просмотры:** 401,540
- **Источник:** https://ekstraktznaniy.ru/video/14324

## Описание

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📝 The paper "Semantic Image Synthesis with Spatially-Adaptive Normalization" and its source code is available here:
https://nvlabs.github.io/SPADE/
https://github.com/NVlabs/SPADE

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## Транскрипт

### Segment 1 (00:00 - 04:00) []

dr fellows caelers deze stoel minute papers het cadeau live er een over fact that some of you remember a first video en in each class leshan roots was approximately three years and to higher than fifty heb je zult ago dit was een techniek waar we took an input een tank en de labeling soft sm inch stations wat pijn of object side effects and then wicket start editing dus label link en oud heem de 14e teenage that satisfies the is labels then came pics toppix' en mather imigran slash and techniques which in some cases onder required and labelling source for i was not required week is die features will learn from a large amount of training samples en dit kunt per vorm wheelie cool things like translating and landscape in twee map of sketchers de foto's and more both of these words for apps onder t amezing en hij osc tumor papers down the line and we're going to have much higher resolution images zo this time geest de pieper ds in fact tumor papers dan de lijn zal laten zien wat ik kan doen die advise you dat je holland eur papers for this would be import is een game and labelling which we can just saus en die output is een groep folie photorealistic image dat het juist studies labels en like a first olie de silhouettes of de rockies john zo we hebben de schaal of een van de wright dat is not very realistic and then this na al veel dingen we de bakken tool en daar you do it looks amazing synthesizers en relatively high resolution image and we're finally he sunday retail in there too but of course there are many possible images that correspond to this input labeling hadden we control da grissom to follow a artiesten goals well you remember van de first work at sonion waar ik het doe dat maar adding and additional image en zijn input style wild look at that we dan even niet ring gauge en daad big hier we can choose from a set of input styles dat hartbeeld into the jar grissom en week en sledge between them almost immediately after i zal het speak for themselves met nood de met oli davies van finaliteit met the alignment met de input labels is als een superior to previous approaches of course to perform this wanneer een large amount of training dh waar de inputs en labels en die outputs aarde photorealistic images schaaldelen generates a show details at jibe en bunch of labels and asking parties to feel them and sounds like glue and expensive idea well of course we can do it for free by thinking the low mt let's take a set of photorealistic images and use or existing greetings to create a label in fordham is weekend uw dat hun hairfashion manager een ding samples and many images bij huis in other words more than enough to try and amazing your own at work also de main part of the magic in this new work is using een nul klein de flyer voor normalizing information within this neuraal netwerk dat de dad's bad er twee rimpel dna dan de previously moest bercy normalization layers this is what makes the output smart risk and death note led semantic information be was wow in deze images if i ever closer look at the paper in de video discription you will also find and mighty violations action met plenty of comparisons to previous items in de korting to the authors de source code will be released soon as well as soon as it comes out everyone will be able to dream a beautiful photorealistic images and get them out almost instantly wat hangt er via live tv android is episode en would like to support iframes klik one of the amazon en filii et links in de video description and buy something that were looking to buy en amazon en u weet je dan flows and i think and this way richard dus mark ik back to his great way to support de serie is zo week and make better video's voor je thanks for watching and for your generous support and i'll see you next aan hem