Deep Learning Weekly | Issue #4: DeepMask, SharpMask image segmentation at Facebook, how Apple uses DL and how to compress images using neural networks

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Hiya folks,Issue 4 of DL weekly you'll find how Apple uses deep learning internally, how facebook AI
 
August 30 · Issue #4 · View online
Deep Learning Weekly
Hiya folks,

Issue 4 of DL weekly you’ll find how Apple uses deep learning internally, how facebook AI research proposes to segment and classify objects in images, and how to use neural networks to compress images,

happy reading and hopefully hacking!

Industry
An Exclusive Look at How AI and Machine Learning Work at Apple
Nigel Artificial Intelligence Learns Common Sense Via Observation
Learning
Reinforcement Learning and DQN, learning to play from pixels
RNNs in Tensorflow, a Practical Guide and Undocumented Features – WildML
Deep Learning: The Mental Model
Machine Learning is Fun Part 5: Language Translation with Deep Learning and the Magic of Sequences
Deep Learning: Definition, Resources, Comparison with Machine Learning - Data Science Central
Deep Learning Part 2: Transfer Learning and Fine-tuning Deep Convolutional Neural Networks
AnthemScore - Music Transcription Software
Libraries & Code
Segmenting and refining images with SharpMask
GitHub - david-gpu/srez: Image super-resolution through deep learning
Papers & Publications
Full Resolution Image Compression with Recurrent Neural Networks
Stein Variational Gradient Descent: A General Purpose Bayesian Inference Algorithm