Our team, from Rakuten Technology Institute Singapore, was among the top 3 in Rakuten Deep Learning Challenge for recipe image classification. This article elaborates on how we trained a decent model for image classification. Although we have deep learning experience in NLP, this is our first experience dealing with image data. We believe it provides a good reference for beginners.
Whilst many technology events are lined up around the world for this fall, Rakuten is proud to pioneer technology events in Asia by featuring one of the biggest conferences in the region, Rakuten Technology Conference 2018! Continuing the big success for the past decade, 12th Annual Rakuten Technology Conference will be held on 27th October 2018 at Rakuten Crimson House, Tokyo.
There is about one month for one of the biggest technology events in Asia region, Rakuten Technology Conference 2018(RTC), focusing on new technology trends like blockchain, AI, Bigdata and how the startups in these fields could benefit from the huge datasets that Rakuten owns and maintains within the Rakuten Ecosystem. The conference preparation team has been working hard to give the best possible experience for the attendees and make it the best and the biggest RTC so far and they have geared up the as we get close to the event with over a thousand of early registrations. So, if you haven’t still registered, please get registered at https://tech.rakuten.co.jp/ to save your spot for this valuable opportunity for free!
Since Rakuten AI platform has been launched in April 2017, we have launched 40+ AI Chatbot for external customers (consumers and business partners of Rakuten) as well as internal employees. But those are based on FAQ or frequently asked questions and provide answers to relatively simple questions.
A blockchain provides an immutable record of transactions performed across a network without the need to rely on an intermediary, such as a central bank. It is a concept that brings together economics and digital technologies in a way that was never before conceived. Blockchain enables not just new means by which to deliver financial services and support cryptocurrencies, but can also reshape and redefine government, legal services, accounting, insurance, supply chains, and energy distribution.
Recently I have received five Certificates of Patent from Japan Patent Office as shown in the picture below.
Cloud Native Application Architecture (a.k.a CNAA) came up with the idea of microservices which have changed application design and deployment pattern with two key factors, container (e.g. Docker) and orchestration layer (e.g. Kubernetes). They’ve also brought new approach to guarantee network communication to stay reliable, fast, secure, observable and manageable and at last it resulted in “Service Mesh”.
This blog introduces what and why Service Mesh, it’s fundamental concept, major features and two key products implementing the features.
Lastly, you will get highly recommended blue print of the architecture for building Service Mesh.