November 23, 2020 —
Posted by Siddhant Agarwal and Biswajeet Mallik, Program Managers
November 20, 2020 —
Posted by Jason Mayes, Developer Relations Engineer for TensorFlow.js
November 18, 2020 — Posted by Karan Shukla, Software Engineer, Google Research
November 18, 2020 — Posted by Pankaj Kanwar and Fred Alcober
November 16, 2020 — Posted by Summer Misherghi and Thomas Greenspan, Software Engineers, Google Research Last December, we open-sourced Fairness Indicators, a platform that enables sliced evaluation of machine learning model performance. This type of responsible evaluation is a crucial first step toward avoiding bias as it allows us to determine how our models are working for a wide variety of users. When we do id…
November 13, 2020 — Posted by Hsin-Yuan Huang, Google/Caltech, Michael Broughton, Google, Jarrod R. McClean, Google, Masoud Mohseni, Google. Data drives machine learning. Large scale research and production ML both depend on high volume and high quality sources of data where it is often the case that more is better. The use of training data has enabled machine learning algorithms to achieve better performance than …
November 09, 2020 —
Posted by Marcus Chang, TensorFlow Program Manager
November 06, 2020 — Posted by Carlos Mendonça, Coral Fall has finally arrived and with it a new release of Coral's C++ and Python APIs and tools, along with new models optimized for the Edge TPU and further support for TensorFlow 2.0-based workflows. Coral is a complete toolkit to build products with local AI. Our on-device inferencing capabilities allow you to build products that are efficient, private, fast…
November 04, 2020 —
Posted by Ann Yuan and Andrey Vakunov, Software Engineers at Google
October 16, 2020 — A guest article by Ido Gus of CEVA
October 12, 2020 — Posted by Liu Huiyun, a senior algorithm engineer at NetEase
October 09, 2020 — Posted by Arjun Gopalan, Software Engineer, Google Research Edited by Robert Crowe, TensorFlow Developer Advocate, Google Research
October 02, 2020 — Posted by Billy Lamberta, TensorFlow Team
October 02, 2020 — Posted by Juhyun Lee and Yury Pisarchyk, Software Engineers
October 01, 2020 — A guest article by Michael J. Biercuk, Harry Slatyer, and Michael Hush of Q-CTRL
September 25, 2020 — Posted by Konstantinos (Gus) Katsiapis on behalf of the TFX Team
September 25, 2020 — A guest post by Emily Xie, Software Engineer
September 23, 2020 — Posted by Maciej Kula and James Chen, Google BrainFrom recommending movies or restaurants to coordinating fashion accessories and highlighting blog posts and news articles, recommender systems are an important application of machine learning, surfacing new discoveries and helping users find what they love.
September 16, 2020 —
Posted by Tian Lin, Yicheng Fan, Jaesung Chung and Chen Cen
TensorFlow Lite has been widely adopted in many applications to provide machine learning features on edge devices such as mobile phones, microcontroller units, and Edge TPUs. Among all popular applications that make people’s life easier and more productive, Natural Language Understanding is one of the key areas that attracts much attenti…
