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Can someone explain what this is for? Is it so that computer vision researchers can create scenes in UE4 that can then be fed into their application?
by djhworld 10y ago
Can someone explain what this is for?
Is it so that computer vision researchers can create scenes in UE4 that can then be fed into their application?
- deleted 10y ago[deleted]
- dharma1 10y agoYou could use it to say, auto create large labeled data sets of images and their corresponding depth maps. Or generate large labeled data sets of objects and their segmentation masks. Or for training an autonomous agent (say self driving car) in a simulation environment
- qiuwch 10y agoExactly. That's the goal for this project.
- dharma1 10y agoMany thanks for your work, will be putting it to use! Please consider integrating it with https://gym.openai.com/ https://gym.openai.com/ for easy reinforcement learning tasks. Some similar efforts (though not with open source engines) http://download.visinf.tu-darmstadt.de/data/from_games/ http://download.visinf.tu-darmstadt.de/data/from_games/ https://arxiv.org/abs/1608.01745 https://arxiv.org/abs/1608.01745
- emanuelev 10y agoYep, possibly. This approach has been successfully exploited in real-time SLAM for instance [1][2][3] [1]http://link.springer.com/chapter/10.1007%2F978-3-642-33786-4_17#page-1 http://link.springer.com/chapter/10.1007%2F978-3-642-33786-4... [2]http://www.doc.ic.ac.uk/~ahanda/VaFRIC/iclnuim.html http://www.doc.ic.ac.uk/~ahanda/VaFRIC/iclnuim.html [3]http://robotvault.bitbucket.org/ http://robotvault.bitbucket.org/