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1 10, 2018

AI Weekly October 1st 2018

By |2018-10-01T14:40:08+00:00October 1st, 2018|AI Weekly|0 Comments

Hi! New AI Weekly is here! Enjoy your weekend reading AI news and don’t forget to share it with your friends ;) GENERAL Why building your own Deep Learning Computer is 10x cheaper than AWS - If you’ve used, or are considering, AWS/Azure/GCloud for Machine Learning, you know how crazy expensive GPU time is. And turning machines on and off is a major disruption to your workflow. There’s a better way. Just build your own Deep Learning Computer. It’s 10x cheaper and also easier to use. https://medium.com/the-mission/why-building-your-own-deep-learning-computer-is-10x-cheaper-than-aws-b1c91b55ce8c Building safe artificial intelligence: specification, robustness, and assurance - Building a rocket is hard. Each [...]

23 09, 2018

AI Weekly 23 September 2018

By |2018-09-23T22:02:05+00:00September 23rd, 2018|Non classé|0 Comments

Hi! New AI Weekly is here! Enjoy your weekend reading AI news and don’t forget to share it with your friends ;) GENERAL Machine-learning system tackles speech and object recognition, all at once - MIT computer scientists have developed a system that learns to identify objects within an image, based on a spoken description of the image. Given an image and an audio caption, the model will highlight in real-time the relevant regions of the image being described. http://news.mit.edu/machine-learning-image-object-recognition-0918 AI Company Accused of Using Humans to Fake Its AI - It’s a common fear that artificial intelligence could steal our jobs, but [...]

8 09, 2018

AI Weekly 8 September 2018

By |2018-09-08T15:08:43+00:00September 8th, 2018|AI Weekly|0 Comments

Hi! New AI Weekly is here! Enjoy your weekend reading AI news and don’t forget to share it with your friends ;) GENERAL Facebook's AI Just Set A New Record In Translation And Why It Matters - Research at Facebook just made it easier to translate between languages without many translation examples. For example, from Urdu to English. https://www.forbes.com/sites/williamfalcon/2018/09/01/facebook-ai-just-set-a-new-record-in-translation-and-why-it-matters/#4451d1393124 AI can now tell your boss what skills you lack—and how you can get them - Coursera is unveiling a new machine learning tool to show companies what skills their employees are acquiring from its classes and their level of expertise. https://www.technologyreview.com/s/611790/coursera-ai-skills/ AI [...]

1 09, 2018

AI Weekly 1 September 2018

By |2018-09-01T11:32:14+00:00September 1st, 2018|AI Weekly|0 Comments

Hi! New AI Weekly is here! Enjoy your weekend reading AI news and don’t forget to share it with your friends ;) GENERAL Scientists identify a new kind of human brain cell - one of the most intriguing questions about the human brain is also one of the most difficult for neuroscientists to answer: What sets our brains apart from those of other animals? In a new study published in the journal Nature Neuroscience, Ed Lein and his colleagues reveal one possible answer to that difficult question. The research team, co-led by Lein and Gábor Tamás, Ph.D., a neuroscientist at [...]

27 08, 2018

Machine Learning in Swift – Simple recommendation algorithm for Fitbit

By |2018-08-27T09:52:24+00:00August 27th, 2018|Programming, Swift|0 Comments

Hi, this post is not a typical Deep Learning approach to a problem. Instead of this, it will show you, that sometimes simple data analysis can allow to write simple yet efficient algorithm. It will show you how to build a dynamic list of options driven by user behavior. Main idea is to recommend this option, which is most likely to be selected by user in particular moment. Sounds confusing? Let me explain it using an example. If you use apps like Fitbit or Endomondo for tracking your activity, you probably understand, how annoying is the process of choosing proper activity [...]

25 08, 2018

AI Weekly 25 August 2018

By |2018-08-25T12:24:56+00:00August 25th, 2018|AI Weekly|0 Comments

Hi! New AI Weekly is here! Enjoy your weekend reading AI news and don’t forget to share it with your friends ;) GENERAL Music and Machine Learning - Algorithmic music composition has always had a place in computing. One of the first applications Ada Lovelace proposed for the Analytic Engine almost 200 years ago was the generation of music compositions. 200 years has seen a lot of progress in this area but has also reiterated something musicians have always known… writing music is hard. http://ai.sensilab.monash.edu/2018/08/23/Neural-Music/MIT made an image editing AI that can replace the background in any image - MIT’s Computer Science [...]

18 08, 2018

AI Weekly 18 August 2018

By |2018-08-18T17:53:21+00:00August 18th, 2018|AI Weekly|0 Comments

Hi! New AI Weekly is here! Enjoy your weekend reading AI news and don’t forget to share it with your friends ;) GENERAL Safety-first AI for autonomous data centre cooling and industrial control - in 2016, DeepMind jointly developed an AI-powered recommendation system to improve the energy efficiency of Google’s data centres. Now they’re taking this system to the next level: instead of human-implemented recommendations, AI system is directly controlling data centre cooling, while remaining under the expert supervision of data centre operators. This first-of-its-kind cloud-based control system is now safely delivering energy savings in multiple Google data centres. https://deepmind.com/blog/safety-first-ai-autonomous-data-centre-cooling-and-industrial-control/ [...]

11 08, 2018

AI Weekly 11 August 2018

By |2018-08-11T11:42:57+00:00August 11th, 2018|AI Weekly|0 Comments

Hi! New AI Weekly is here! Enjoy your weekend reading AI news and don’t forget to share it with your friends ;) GENERAL The Defense Department has produced the first tools for catching deepfakes - Fake video clips made with artificial intelligence can also be spotted using AI—but this may be the beginning of an arms race. http://bit.ly/2KOVb82 OpenAI Five Benchmark: Results http://bit.ly/2MhDq61 VIDEOS The Coca-Cola Company using TensorFlow for digital marketing campaigns http://bit.ly/2vTbTO4 LEARNING When Recurrent Models Don't Need to be Recurrent  - in the last few years, deep learning practitioners have proposed a litany of different sequence models. [...]

5 08, 2018

7 Machine Learning App Ideas

By |2018-08-05T22:18:26+00:00August 5th, 2018|Practical Machine Learning|0 Comments

Machine Learning Startup Ideas Hi, this post is some kind of giveaway. I want to share couple machine learning app ideas i was thinking about. We all have only 24 hours per day so it’s impossible to try out all ideas which come to our minds. Because of that, it’s sometimes worth to share them, i hope they will inspire you. Enough of introduction, let’s get to the list: Service which will use Machine Learning to allow video streaming without cameraman, using many cameras, always choosing the one with the most interesting content. Let’s think about a local football game, [...]

5 08, 2018

AI Weekly 5 August 2018

By |2018-08-05T10:25:47+00:00August 5th, 2018|AI Weekly|0 Comments

Hi! New AI Weekly is here! Enjoy your weekend reading AI news and don’t forget to share it with your friends ;) GENERAL Google's AutoML: Cutting Through the Hype http://www.fast.ai/2018/07/23/auto-ml-3/ VIDEOS Nuts and Bolts of WGANs, Kantorovich-Rubistein Duality, Earth Movers Distance https://www.youtube.com/watch?v=31mqB4yGgQY&feature=youtu.be LEARNING Ultimate Guide to Getting Started with Tensorflow https://bytegain.com/blog/getting-started-with-tensorflow-guide PROGRAMMING AlphaGo Zero demystified https://dylandjian.github.io/alphago-zero/ PAPERS Learning Dexterous In-Hand Manipulation - OpenAI use reinforcement learning (RL) to learn dexterous in-hand manipulation policies which can perform vision-based object reorientation on a physical Shadow Dexterous Hand. The training is performed in a simulated environment in which they randomize many of the physical [...]

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