3 ms·
It wasn't highlighted on the github readme, but I think that the satellite photo to map and map to satellite photo (!!!) is incredible as well: https://taesung8
by Ace_Archer 10y ago
It wasn't highlighted on the github readme, but I think that the satellite photo to map and map to satellite photo (!!!) is incredible as well: https://taesung89.github.io/cyclegan/2017/03/25/maps-comparison.html https://taesung89.github.io/cyclegan/2017/03/25/maps-compari...
- empath75 10y agoi don't even know how that's possible. How could it recover a golf course?
- schoen 10y agoIn all of these cases, the software is supplying details that are likely in context on the basis of its prior training, rather than details that are somehow known to be right. One analogy might be asking a human painter to complete a partial portrait of a person. The painter might be able to guess at the person's likely posture and plausible items of clothing based on the information of the unfinished portrait, but of course the real person who was the model might have been wearing something else entirely. The fact that the completion is plausible and self-consistent doesn't mean that it's correct.
- halflings 10y agoDid it recover a golf course? If you're talking about examples #1 and #5, the golf course is the input, and the output is a map.
- kevin_thibedeau 10y agoThe map-to-photo only seems to work because there is a limited training set built with the exact same photographic tile as the vector map. It's reproducing features that are not possible to infer.