Embracing Cutting Edge ML Technology — About a month and and a half ago, we decided to go back to the drawing board in an effort to find an answer to a most fundamental question: what exactly is NatML? Our vision for NatML has always been to bring machine learning to interactive media developers; and while…

Now with Almost 2 Million ML Predictions powered by NatML — NatML is now available for NodeJS. With an API that largely mirrors the Unity API, backend developers can now easily integrate machine learning into their web API’s without designing and implementing complex machine learning architectures. In this tutorial, we’ll walk through the process of building a web classifier app using…

NatML Goes Open Source! — NatML is officially open-source software! We had a few options on how to publish the machine learning runtime (MLRT); but keeping in line with our vision to democratize ML for interactive media, we decided to open source the runtime and shift our focus to NatML Hub. natsuite/NatML NatML is a high-performance cross-platform machine learning runtime for Unity Engine. Designed for app and game…github.com

Now With Over 100k Predictions Powered By NatML — While NatML has been in a somewhat of a stealthy beta for the past few weeks, we have spent a lot of time learning how interactive media developers enhance their apps with machine learning. We’ve heard everything from applied psychology research to assistive technology with mixed reality. Across all of…

Use Machine Learning Everywhere — Over the past few years, we have seen an explosion of creativity in user-generated content. Apps like TikTok and Snapchat have created entire ecosystems of user-driven ingenuity, with users of all ages and backgrounds creating remarkable, funny, and often astounding content. …

We’re Saving the Best for Last — Hi all! First off, you should be reading this from home. It is crucial to stay safe from the current pandemic by social distancing. Anyway, at Homedeck we’ve been shifting towards becoming more active with our research. And in case you aren’t familiar, we provide a fully automated photo editing…

Simplify Your Camera and Microphone Workflows — Hi all. I’d like to introduce the latest addition to NatSuite: NatDevice API. NatDevice is a cross-platform media device API for iOS, Android, macOS, and Windows. NatDevice provides simple but powerful abstractions to discover and use media devices for developing interactive apps. NatDevice succeeds both the NatCam and NatMic API’s…

Hi all! I haven’t written in a while and I’m happy to break this hiatus with one of the more interesting academic projects I’ve worked on through my undergraduate career. Over the past four years now, I’ve been working on computational photography problems, specifically in how to teach a computer…