TF Dev Summit ’19 | Introducing TensorFlow 2.0 and its high-level APIs At TensorFlow Dev Summit 2019, the TensorFlow team introduced the Alpha version of TensorFlow 2.0! With TensorFlow 2.0, we are consolidating our APIs and integrating Keras across the TensorFlow ecosystem. In this talk, we give an overview of what to expect with TensorFlow …

At HUAWEI ECO-CONNECT EUROPE 2019, Huawei officially released the AI Ecosystem Program in Europe and announced an investment of 100 million euros in the next 5 years. This program unlocks a new chapter for the computing industry in Europe. 4 Initiatives Underpinning the AI Ecosystem Program According to Jiang Tao, VP of Intelligent Computing BU, …

TF Dev Summit ’19 | TensorFlow.js 1.0 TensorFlow.js A JavaScript library for training and deploying ML models in the browser and on Node.js. In this talk we highlight the major capabilities of the library as well as give a development update on the major changes since the project was launched in 2018. Speakers: Yannick Assogba, …

Android Dev Summit 2019 | On-device ML: Tackling Complex Use Cases with ML Kit ML Kit makes it easy to integrate ML powered solutions into your apps, either through our turn-key Vision and Natural Language processing APIs or with your own custom TF Lite models. Not only can you easily tackle singular tasks like Text …

Robots used to be restricted to heavy lifting or fine detail work in factories. Now Boston Dynamics’ nimble four-legged robot, Spot, is available for companies to lease to carry out various real-world jobs, a sign of just how common interactions between humans and machines have become in recent years. And while Spot is versatile and …

TF Dev Summit ’19 | TF Lattice: Control Your ML with Monotonicity This AI safety solution lets you guarantee that your TF models behave like you think they should by letting you control your ML with monotonicity constraints. Speaker: Maya Gupta  

Humans will always make the final decision on whether armed robots can shoot, according to a statement by the US Department of Defense. Their clarification comes amid fears about a new advanced targeting system, known as ATLAS, that will use artificial intelligence in combat vehicles to target and execute threats. While the public may feel …

Deputy Prime Minister and Minister for Finance, Heng Swee Keat, announced today that Singapore will embark on a plan to develop and use Artificial Intelligence (AI) to transform Singapore’s economy and improve the lives of citizens. This plan is outlined in the National AI Strategy document that was unveiled at the SFF X SWITCH (Singapore …

TF Dev Summit ‘19 | Mesh-TensorFlow: Model Parallelism for Supercomputers Batch-splitting (data-parallelism) is the dominant distributed Deep Neural Network (DNN) training strategy, due to its universal applicability and its amenability to Single-Program-Multiple-Data (SPMD) programming. However, batch-splitting suffers from problems including the inability to train very large models (due to memory constraints), high latency, and inefficiency …

TF Dev Summit ‘19 | Improving Text In Tensorflow Learn how recent changes to Tensorflow make working with text data simpler and easier. Speaker: Mark Omernick