Blog Posts with Tag Object Detection

In a previous post I introduced my project to take pictures with my Raspberry Pi. So far, this is a two part project. Build an image microservice I can use to snap pictures of the outside world. Build a machine learning microservice which has the capabilities to recognize objects in those pictures. For the next part of my project, I wanted to mount my camera on my Raspberry Pi. Rather than having it be in a fixed positon, I wanted it to move. So, I decided to build a pan/tilt…

I've always found machine learning interesting, but never taken the time to implement something. The best way to do that? Involve my Raspberry Pi of course. I created an application to detect objects in images captured by my Raspberry Pi. The application is an ASP.Net Core WebApi which hosts two services. The first draws boxes around objects in the image returning the modified image. The second returns a JSON representation of the objects that were found. Here's a picture of…