Hi ! I had an amazing time with the MCT West Africa Cloud Bootcamp team talking about drones, face detection and Artificial Intelligence. And, as usual it’s time to share the source code and more resources. Source Code The full set of demos is available here. Recording coming soon ! The experience was great, I’m…… Continue reading #Event – Resources for the “Detecting faces with a Drone and AI” at MCT West Africa Cloud Bootcamp @MctwaB
Hi ! I had an amazing time with the DotNet Docs Show team talking about OpenCV and .Net. And, as usual it’s time to share the source code and more resources. Source Code The full set of demos is available here. Recording https://www.youtube.com/watch?v=FaZsdDCGLZs&ab_channel=dotNET It’s been a year since I was in this show. The experience…… Continue reading #Event – Resources for the “🏊♀️ Into the deep end with OpenCV” with #TheDotNetDocsShow team #dotnet
Hi ! Next week, I’ll be back to the .Net Docs Show. This time to share some experiences using OpenCV and .Net. 🏊♀️ Into the deep end with OpenCV If you don’t know OpenCV, let’s start with the 1st definition that Bing returns. OpenCV stands for open-source computer vision. It was generated to support a…… Continue reading #Event -🏊♀️ Into the deep end with OpenCV at #TheDotNetDocsShow #dotnet
Hi ! Super short post today, however is the base of the next series of posts around OpenCV and .Net 5. I already wrote on how to work with a webcam, and now it’s time to share a simple piece of code to show How to open and process a video frame by frame I’ve…… Continue reading #dotnet – Display a video file🎥 in Winform using #OpenCV and #net5
Hi ! A couple of days ago, Scott Hanselman posted about a super cool feature (see references): … you can make a single EXE that will run on any Windows Machine in two commandsHow to make a WinForms app with .NET 5 entirely from the command line and publish as one self-contained file and I…… Continue reading #dotnet – Packaging my WinForm #OpenCV and #net5 app in a one-self contained file (Thanks @shanselman!)
Hi ! LearnOpenCV is an amazing resource to learn about OpenCV. And, it has lot of scenarios of real life problem solved with OpenCV. Most of the samples are in C++ or Python, so I decided to pick one related to pose estimation, and using .Net 5 in a Winforms App, build something like this:…… Continue reading #dotnet – Pose detection from the 🎦 camera feed using #OpenCV and #net5. Home-made #kinect!
Hi ! So I was browsing in the OpenCV documentation and I find a nice sample that uses opencv_dnn module for image classification by using GoogLeNet trained network from Caffe model zoo. So I give it a try, and get a decent .Net 5 Winforms App running at ~30 FPS. The model was trained with…… Continue reading #dotnet – GoogleNet detection from the 🎦 camera feed using #OpenCV and #net5. Bonus: C++ to C# time!
Hi ! Face detected, so next step is to use some prebuild models to perform additional actions: like estimate the Age of a face, and also the Gender. In order to do this, I downloaded a couple of models from here. Disclaimer: these models are just sample models, do not use them in production. These…… Continue reading #dotnet – Age and Gender estimation from the 🎦 camera feed using #OpenCV and #net5
Hi ! In one session around computer vision, someone ask the question about which approach is better Haar Cascades or DNN? And the answer can be show using the video below As you can see Haar Cascades works great for faces looking directly to the camera, with good lights and in optimal conditions. However, once…… Continue reading #dotnet – Detecting Faces, DNN vs Haar Cascades from the 🎦 camera feed using #OpenCV and #net5
Hi ! I had a great time early in the day (04:00AM!) with the MVP Days Israel team talking about how to start with Machine Learning .Net. As usual, time for slides and code: Slides Code https://github.com/elbruno/events/tree/main/20201119%20MVP%20Day%20Israel%20MLNet Resources DotNet Machine Learning.NetGitHub DotNet Machine LearningGitHub DotNet Machine Learning Samples Recording Coming soon !