Today, I am happy to announce that you can now use Amazon SageMaker Ground Truth to generate labeled synthetic image data. Building machine learning (ML) models is an iterative process that, at a high level, starts with data collection and preparation, followed by model training and model deployment. And especially the first step, collecting large, diverse, and accurately labeled datasets for your model training, is often challenging and time-consuming. Let’s take computer vision (CV) applications as an example. CV applications have come to play a key role in the industrial landscape. They help improve manufacturing quality or automate warehouses. Yet, collecting the data to train these CV models often takes a long time or can be impossible. As a data…
Now in Preview – Amazon CodeWhisperer- ML-Powered Coding Companion
As I was getting ready to write this post I spent some time thinking about some of the coding tools that I have used over the course of my career. This includes the line-oriented editor that was an intrinsic part of the BASIC interpreter that I used in junior high school, the IBM keypunch that I used when I started college, various flavors of Emacs, and Visual Studio. The earliest editors were quite utilitarian, and grew in sophistication as CPU power become more plentiful. At first this increasing sophistication took the form of lexical assistance, such as dynamic completion of partially-entered variable and function names. Later editors were able to parse source code, and to offer assistance based on syntax…
Taking pride in our businesses
A couple of years ago, my partner and I moved to Kentucky, not knowing anyone in the state. Before moving, I extensively researched local websites and online magazines, trying to understand the neighborhoods and get a sense of the community. Somewhere along the way I found Lussi Brown Coffee Bar, a local business run by by a queer woman. Not knowing whether I’d get a response, I eagerly reached out through email, asking questions to get a sense of the community. To my delight, the owner, Sarah Brown (she/they), quickly responded and provided an overview of the rich history of the LGBTQ+ community in Lexington. And of course, she shared recommendations of some of their favorite LGBTQ+ owned businesses in…
AWS IoT ExpressLink Now Generally Available – Quickly Develop Devices That Connect Securely to AWS Cloud
At AWS re:Invent 2021, we introduced AWS IoT ExpressLink, software for partner-manufactured connectivity modules that makes it easier and faster for original equipment manufacturers to connect any type of product to the cloud, such as industrial sensors, small and large home appliances, irrigation systems, and medical devices. Today we announce the general availability of AWS IoT ExpressLink and the related connectivity modules offered by AWS Partners, such as Espressif, Infineon, and u-blox. The modules contain built-in cloud-connectivity software implementing AWS-mandated security requirements. Integrating these wireless modules into the hardware design of your device makes it faster and easier to securely connect Internet of Things (IoT) devices to the AWS Cloud and integrate with a range of AWS services. Connecting devices to the…