Object Detection in C Sharp with Custom Vision And OnnxRuntime
[Reading Time: 9 minutes]Something in advance
Anyone who has read my last blog posts will surely see parallels to this one here. … Read the rest
AI-powered Security Cam Part 5 : Detection, Tracking, Code
[Reading Time: 28 minutes]Recap
We started with an overview of the Post-Auto project and the cutting-edge technologies I mentioned in the project. Then we got to know the Custom Vision API, with which we trained Post-Auto, and the containerization … Read the rest
AI-powered Security Cam Part 4 : IoT Edge Solution
[Reading Time: 15 minutes]With this blog post, I start the fourth series of the “AI-powered Security Cam”. It will be about being able to use Machine learning on a device (to run offline in case of doubt). In doing … Read the rest
IoT Edge on the Jetson Nano
[Reading Time: 8 minutes]In combination with machine learning and embedded, the topic of the right hardware often comes up. In my perception, the Jetson family is mentioned immediately afterward (well, it’s just a selective perception 😊). The little one … Read the rest
AI-powered Security Cam Part3 : ML-Model on the edge
[Reading Time: 10 minutes]Introduction
In the last post, I showed you how to create your own machine learning model that a Postbus recognizes in the cloud with Azure Cognitive Services – here the Custom Vision API. Now it’s time … Read the rest
AI-powered Security Cam – Technology deep-dives Part 1
[Reading Time: 3 minutes]Introduction
After long, intensive hours, I finally have my SecurityCam in a state that I would like to introduce to you. I use cutting-edge technologies that are worth taking a closer look at. But before I … Read the rest
Azure Custom Vision – Technology deep-dives Part 2
[Reading Time: 14 minutes]Introduction – I know what a post bus is!
Why is this post about a post bus? What is Custom Vision? Long story short: I want to know when the postman is coming or there was. … Read the rest