🤖 I do things with IoT and academic advocacy in the DevRel team at Microsoft.
Jim built an AI model that runs on a microcontroller to identify different fart sounds. Be warned - this blog post is a stinker!…
Read MoreI recently had a student reach out to me with some great questions around Edge computing and how it matches to IoT, and indeed why even use the cloud with IoT. They have to write a paper on the difference between edge computing and just using the cloud, and were researching these terms and trying to understand the whys and hows. There is currently…
Read MoreLearn how to train a TinyML word recognizer to run on a microcontroller using Azure ML Studio and the Adafruit EdgeBadge.…
Read MoreI've been playing a lot with the Azure Custom Vision Service - a great service to build image classification and object detection models with just a few images. To make it easier to test my models, I wanted to build a mobile app that connects to a custom vision project and uses that to classify or detect objects in images captured using the camera.…
Read MoreI recently recorded a quick video to talk about an app I was building using the Azure free account. You can check it out here: If you want to see the code, it's in my GitHub repo here - https://github.com/jimbobbennett/AzurePhotoSharer…
Read MoreI created a NuGet package a while ago to allow you to run models exported from the Azure Custom Vision service on iOS and Android in Xamarin apps from your cross-platform code. You can read about this here. Since then, the Custom Vision service has added ONNX export, meaning you can now run these models on-device on Windows as well. This meant it…
Read MoreRecently I wrote about creating AI models using the Azure Custom Vision Service. In these posts I looked at creating and training models, running them online, then finally exporting the models to run on iOS using CoreML and Android using TensorFlow. Recently Microsoft announced another way to export models - as ONNX models that can be run using Wi…
Read MoreI recently gave an introduction to Xamarin talk at Imperial College, London and wanted to build a cool app to show off what you can do on mobile using the awesome Cognitive Services available on Azure. I only had about 30-40 minutes to not only introduce Xamarin, but build an app so I decided to throw together a simple app to take a photo and descr…
Read MoreRecently I've been playing with a lot AI and seeing how it can be used in mobile apps to enhance the experience offered to the user. Currently I am playing with facial recognition using the Azure Cognitive Services Face API. This is a stupidly powerful API that can do a LOT of different things: Detect faces in images Analyze those faces to detect…
Read MoreIn the first part of this series I used the Azure Custom Vision service to create an image classifier to allow me to easily identify my daughters cuddly toys. Once created I tested it by uploading an image and seeing what tags the classifier found for the image. In the second part I accessed this model from a Xamarin app, so that I could use the c…
Read MoreIn the first part of this series I used the Azure Custom Vision service to create an image classifier to allow me to easily identify my daughters cuddly toys. Once created I tested it by uploading an image and seeing what tags the classifier found for the image. In the second part I accessed this model from a Xamarin app, so that I could use the c…
Read MoreIn the first part of this series I used the Azure Custom Vision service to create an image classifier to allow me to easily identify my daughters cuddly toys. Once created I tested it by uploading an image and seeing what tags the classifier found for the image. In the second part I accessed this model from a Xamarin app, so that I could use the c…
Read MorePrefer to watch instead of read? - https://youtu.be/3sjInlJcpBs It's currently just after Christmas, and my 4 year old daughter has received a fair few cuddly toys from Santa. These bring her total collection up to way too many, and like most parents I have a hard time remembering all their names, especially the least favorite ones that rarely com…
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