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#Drone 🚁 – Detect Squirrels 🐿️ and Space Wolves 🐺 from a drone camera using Python 🐍
Hi ! In a couple of hours, I’ll host a session where I show how to control a drone using Python 🐍; and also how to access the drone camera and apply AI on top of the camera feed. Python SWFL – Let’s code a drone to follow faces In example, this is the drone — read more
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#Event – Resources used on the “TinyML and SkySharks 🦈🦈🦈” at @netcoreconf 2021
Hi ! Another great time with my friends from NetCoreConf. I got the perfect excuse to book a flight to Spain, to be IRL next time. This time, I shared some insights about Machine Learning on devices, really tiny devices. As usual now it’s time to share the resources Slides Source Code Source Code is — read more
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#AzureIoT – Create an Azure IoT Module from a Custom Vision 👀 project – Full Series
Hi ! It’s time to close the the series of posts about how to create an Azure IoT Edge module that run a Custom Vision exported project from https://customvision.ai. And the step-by-step posts: References Azure Custom Vision Azure Custom Vision Documentation Azure IoT Tools Deploy your first IoT Edge module to a virtual Linux device — read more
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#Event – Resources used on the “TinyML and SkySharks 🦈🦈🦈” at CodePalousa 2021
Hi ! Another great time in CodePalousa. I hope I can see my friends IRL on 2022. This time, I shared some insights about Machine Learning on devices, really tiny devices. As usual now it’s time to share the resources Slides Source Code Source Code is available here. Recording Coming soon ! — read more
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#AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀. Complete series
Hi ! I finished the series of posts on how to create a Custom Vision project and adapt the project to run as an Azure IoT Module. Here are the series of posts in tutorial mode: Create and export a Custom Vision Project as Docker image Analyze the content of the CV Docker image Create — read more
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#AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀 6/N
Hi ! Today’s post will be mostly focused on code. And on the main tasks Add a configuration property to the module to enable / disable the telemetry messages Each time the Azure IoT Module process an image, it will trigger a telemetry with the information of the detected image The sample running show how — read more
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#AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀 5/N
Hi ! Today’s post will be mostly focused on code. And on the main tasks I build my docker image using my Raspberry Pi, I explained this in this post [Build docker 🐳 images from Visual Studio Code remotely using a Raspberry Pi] I updated my module to use the port 8089. This update is — read more
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#AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀 4/N
Hi ! Today’s post will be mostly focused on code. And on the main tasks Merge and create a new docker definition file. Merge Azure IoT project files with the exported Azure Custom Vision project Update the main Python app to run as Azure IoT Module and also perform Computer Vision analysis. Azure IoT Module — read more
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#AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀 3/N
Hi ! In my previous post I wrote about how to create an Azure Custom Vision project. And, once created how to export the project as a Docker image to be used in different platforms. I also analyzed the content of the exported Linux image. Today I´ll perform a similar analysis with an empty Azure — read more
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#AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀 2/N
Hi ! In my previous post I wrote about how to create an Azure Custom Vision project. And, once created how to export the project as a Docker image to be used in different platforms. So, let’s take a look at the content of the exported Linux image. The main docker content is described in — read more
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#AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀 1/N
Hi ! I’m a big fan of Azure Custom Vision, and when I talk about Computer Vision I usually share an example on how to tag images from drawings. I had 3 types of drawings fish flower human I build a model in Custom Vision and then I show my amazing drawing skills with something — read more
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#Event – “Scaling a POC to an Enterprise using Azure Custom Vision” at the Azure Sydney User Group. Session Resources
Hi ! I had a great time early in the day with some friend from Australia. As usual, time for slides and code: Slides Code https://github.com/elbruno/events/tree/main/20210421%20Sydney%20CV My Session – Video Coming soon Resources Kaggle, Distracter Driver challenge Azure Custom Vision Azure IoT Central — read more
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#Event – Resources used with @ivanatilca during the “Lessons Learned creating a multiplatform AI project for Azure Kinect and Hololens 2” for the Global XR Talks
Hi ! We had an amazing time last week with Ivana at the Global XR Talks, sharing some of our lessons learned creating an Mixed Reality app to work in Hololens 2 and Azure Kinect. As usual, now it’s time for slides and code Slides Code The main scripts for Camera and Cognitive Services interaction — read more
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#Coding4Fun – How to control your #drone with 20 lines of code! (17/N)
Hi ! Once we have the a custom vision trained model instance, we can use it to recognize objects from the drone camera feed. Read my previous posts for descriptions on these. Another interesting scenario, is to save local files for every detected object. In the following code, I’ll save 2 different files for every — read more
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#Coding4Fun – How to control your #drone with 20 lines of code! (16/N)
Hi ! In my previous post, I shared an example where I analyzed the camera feed using a Image Recognition model created using Custom Vision. Today I’ll expand the sample, and show in real time the detected MVPs logos with a frame in the drone camera feed. Let’s take a look at the demo working — read more
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#Coding4Fun – How to control your #drone with 20 lines of code! (15/N)
Hi ! Let’s use Custom Vision to analyze the images from our drone camera. In this scenario, I created a custom model to recognize MVP awards from my MVP wall. I know, that’s bragging, but I like it. Disclaimer: There are plenty of documentation and tutorials about Custom Vision. I won’t go deep on the — read more
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#Event – Let’s rock some #AI and #ComputerVision at @devdotnext #devdotnext2020
Hi! In a couple of weeks, I’ll be visiting one of the biggest events in Broomfield, Colorado: @devdotnext. DevDotNext DevDotNext hosts 150+ 75-minutes Presentations, 4 Keynotes/Panels, and 11 All-day Pre-Conference Workshops. The schedule is available here https://www.devdotnext.com/schedule with some of this amazing topics: Languages Design and Architecture Cloud Server-Side Frontend DevOps Microservices Machine Learning Testing — read more
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#Event – I will be speaking at @devdotnext #devdotnext2020 this March in Colorado.
Hi! In a couple of weeks, I’ll be visiting one of the biggest events in Broomfield, Colorado: @devdotnext. DevDotNext DevDotNext hosts 150+ 75-minutes Presentations, 4 Keynotes/Panels, and 11 All-day Pre-Conference Workshops. Topics covered include: Languages Design and Architecture Cloud Server-Side Frontend DevOps Microservices Machine Learning Testing Being agile Leadership And more I’ll be sharing some — read more
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#CustomVision – Label Images with suggested tags. Cool update for my #MSIgnite sessions
Hi! I’m updating some of my demos for Microsoft Ignite and I found an amazing new feature in Custom Vision: Suggested Tags (see references). This feature is super useful in scenarios for automatic detection, like the parking lot demo. I’ll use the official documentation to describe this feature When you tag images for a Custom — read more
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#CustomVision – Sort and manage Json response estimation in a single line of code
Hi! On my Custom Vision samples, I usually send an image to a CustomVision.ai HTTP Endpoint, and I process the Json result. The results are very easy to understand, however, I created a C# converter class to help with the Custom Vision results. To create this class I navigate: http://json2csharp.com/, and paste a sample result — read more
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El Bruno 