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DeepLearningKit YouTube Channel is live - first video is about using iOS Deep Learning Example App (conv. net) youtube.com/channel/UCco_i…
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DeepLearningKit
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DeepLearningKit
@DeepLearningKit
Open Source Deep Learning Framework for Apple's iOS, OS X & tvOS. Developed in Swift & Metal (GPU acceleration). Developers : @torbmorland & @atveit
Tham gia Aralık 2015
69 Đang theo dõi159 Người theo dõi
@soumithchintala swig still works nice, but requires a bit more initial setup than cython and cffi
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iOS typing prediction getting deep learning (AI) smarts. Uses Long Short Term Memory (LSTM) approach. bit.ly/235kOFy #WWDC2016
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@stshank Re AI software on iPhone, perhaps of interest: DeepLearningKit.org / github.com/DeepLearningKi… (open sourced by Memkite in Dec)
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iOS Deep Learning Kit sample app updated to be Swift 3 compatible - github.com/DeepLearningKi…
Trondheim, Norway 🇳🇴 English
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.@Minecraft becomes basis for Project AIX, a platform for testing artificial intelligence bit.ly/1WfSsVf
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Added new Deep Learning Kit tutorial - Image handling in DeepLearningKit - (for tvOS and iOS Swift app examples) - deeplearningkit.org/tutorials-for-…
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Torch vs Theano vs TF: @amiconfusediam and @kastnerkyle explain paradigms that distinguish them. Very insightful.
reddit.com/r/MachineLearn…
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G-CNNs: arxiv.org/abs/1602.07576 some overlap with my "cyclic rolling" (arxiv.org/abs/1602.02660), but more theory :)
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SqueezeNet: AlexNet-level accuracy w/ 50x fewer parameters and <1MB model size gitxiv.com/posts/rAARZsf4… #deeplearning
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If problem using caffemodel2json - have a look at github.com/DeepLearningKi… for solution.
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Also Inception + ResNet combo now gives 3.08% top 5 error on ImageNet arxiv.org/abs/1602.07261 just to put this in context, that's VERY LOW
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Swivel: Google's successor to outperform #word2vec & #GloVe arxiv.org/pdf/1602.02215… | HT @JorisPelemans | @stanfordnlp
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" Contextual LSTM (CLSTM) models for Large scale NLP tasks," Ghosh et al. at Google: arxiv.org/abs/1602.06291 Big improvement on some tasks.
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A 168-core deep-learning chip from @MIT suitable for mobile devices news.mit.edu/2016/neural-ch…
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DeepLearningKit videos / / youtube.com/channel/UCco_i… vk.cc/4Nxe6I
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How to get started with Deep Learning Kit for tvOS on Apple TV - New Tutorial Video on our Youtube channel - youtube.com/watch?v=2UZeVO…
YouTube
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Added simple Deep Learning end-to-end app example for tvOS (i.e. the new Apple TV) - see tvOSDeepLearningKitApp in github.com/DeepLearningKi…
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I'm working on RL these days. New paper from DeepMind looks very interesting, accelerates Q-learning training time arxiv.org/abs/1602.04621
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