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It's fascinating. Could anybody answer what programming language is most likely to be used for development of this kind of systems? I haven't found information
by inlineint 11y ago
It's fascinating.
Could anybody answer what programming language is most likely to be used for development of this kind of systems? I haven't found information about it in the paper.
- olalonde 11y agoPython seems to be the go to language for anything AI/machine learning.
- ogrisel 11y agoPython and lua both have good frameworks for developing such models (tensorflow, theano possibly with lasagne or keras, torch, caffe...). The visual part need access to efficient GPU-based implementation of convolutions (typically using cuDNN from nvidia or neon from Nervana Systems). You could write bindings for other languages or even work directly in C++ but I think that an interactive programming language with a REPL like Python and lua is very helpful for faster iterative model building, interactive exploration and evaluation.
- inlineint 11y agoThank you for detailed answer. I didn't know about the frameworks you listed except tensorflow. Btw do you know anybody who use Julia for this?
- ogrisel 11y agoThere is https://github.com/pluskid/Mocha.jl https://github.com/pluskid/Mocha.jl but it seems more focused on vision tasks at least for now.