3 ms·
The thing is there is no narrative or story telling element to image style transfer. Think of Beethovan's 9th symphony. It develops a narrative its not entirely
by shams93 9y ago
The thing is there is no narrative or story telling element to image style transfer. Think of Beethovan's 9th symphony. It develops a narrative its not entirely abstract, the theme of the Song of Brotherhood gets subtly developed through the course of the composition. This is story telling. This is the same reason why its much easier to use ML to generate credible poetry. Generating a real novel with ML faces the same challenges as generating music, even instrumental music has a narrative and a story its telling. Story telling is far more difficult a problem than style transfer.
- Nydhal 9y agoIn one word: locality. Images have it narratives do not.
- Florin_Andrei 9y agoIn another one word: language. Music has some elements of language that images don't have.
- kahoon 9y agoInterestingly though the failures of image generation are often of the missing narrative kind: eg. windowless bedrooms, eyes/ears at wrong places on animals. It feels like that deep learning is good at local but fails at global coherence.