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I can't recall where, but I read that Tesla or Google were actually using GTA to train their self-driving cars, because it is a spectacularly advanced simulatio
by cpmsmith 10y ago
I can't recall where, but I read that Tesla or Google were actually using GTA to train their self-driving cars, because it is a spectacularly advanced simulation of driving through an urban environment, so they didn't have to build their own.
- mappingbabeljc 10y agoThere was an interesting academic research paper that showed you could train in GTA and transfer over to the KITTI dataset and do ok: https://arxiv.org/abs/1610.01983 https://arxiv.org/abs/1610.01983
- posterboy 10y ago>spectacularly advanced drivint gran tourismo is advanced, for a videogame at least
- vinay427 10y agoGTA is Grand Theft Auto, not Gran Turismo.
- seasonedschemer 10y agoThat would be the Berkeley DeepDrive project. http://deepdrive.io/ http://deepdrive.io/ and http://bdd.berkeley.edu/ http://bdd.berkeley.edu/.
- cr4zy 10y agodeepdrive.io creator here - I'm actually not affiliated with the Berkeley project of the same name. There's also a DeepDriving at Princeton plus plenty of other (mostly perception) projects using GTAV, so it can be confusing. I'm hoping the GTAV for self-driving car efforts can start to standardize around the Universe integration though. Having worked on it, I can say firsthand that the Universe architecture is definitely amenable to sending radar, lidar, controlling the camera, bounding boxes, segmentation, and other types of info that the various sub-fields of self-driving are interested in. Super-excited to see how people use it!
- borski 10y agoLeast fun GTA player ever.
- hacker_9 10y agoWhat is spectacularly advanced about the police ramming me off the road as they chase another suspect?