#OpenCV – Access a local camera 🤳in F# 📝

Hi ! NET is in anniversary mode, and in Dev.to blog, someone asked about these samples in F#. It’s been a while since I wrote some F# code, and this is the perfect excuse to start. Today Post: Access a local camera and show the camera frames in an OpenCV window. In following posts we…… Continue reading #OpenCV – Access a local camera 🤳in F# 📝

#OpenCV – Detect and blur faces 😁 using DNN in C#

Hi ! NET is in anniversary mode, so I think it will be a good idea to share some camera samples in C#. For these demos I’m using C# 6 and OpenCVSharp as OpenCV wrapper for .NET. Today post: detect a face using a DNN model and blur the face area. This demo also show…… Continue reading #OpenCV – Detect and blur faces 😁 using DNN in C#

#OpenCV – Detect and blur faces 😁 using haar cascades in C#

Hi ! NET is in anniversary mode, so I think it will be a good idea to share some camera samples in C#. For these demos I’m using C#, NET 6 and OpenCVSharp as OpenCV wrapper for .NET. Today post: detect a face using haar cascades and blur the face area. This demo also show…… Continue reading #OpenCV – Detect and blur faces 😁 using haar cascades in C#

#Event – “Let’s code a drone to follow faces syncing everything with Azure IoT” at the Codegen 2021, Verona, Italy. Session Resources

Hi ! I had a great time early in the day with some friend from Italy. As usual, time for slides and code: Slides Code https://github.com/elbruno/events/tree/main/2021%2002%2013%20CodeGen%20Verona%20Italy%20Drone%20Azure%20IoT My Session – Video https://www.youtube.com/watch?v=0Sv7HJim8SA&feature=emb_logo All Sessions – Videos All +40 sessions here http://codegen2021.azurewebsites.net/videos Resources DJI Tello Drone,https://www.amazon.com/Tello-CP-PT-00000252-01-Quadcopter-Drone/dp/B07BDHJJTHRyze Tello SDK, https://www.ryzerobotics.com/tello  Viola Jones, Object Detection Framework,https://en.wikipedia.org/wiki/Viola%E2%80%93Jones_object_detection_framework  Cognitive Services Custom Vision, https://customvision.ai

#Event – Resources used during the session “Hack a drone, hack the camera and use AI” at the Global AI Tour, Lahore Pakistan, 2020

Hi ! I had a great time early in the day with my Microsoft Student Partners from Lahore Pakistan, for the Global AI Tour. As usual, time for slides and code: Slides Code https://github.com/elbruno/events/tree/main/2020%2011%2030%20Global%20AI%20Tour%20Pakistan Resources DJI Tello Drone,https://www.amazon.com/Tello-CP-PT-00000252-01-Quadcopter-Drone/dp/B07BDHJJTHRyze Tello SDK, https://www.ryzerobotics.com/tello  Viola Jones, Object Detection Framework,https://en.wikipedia.org/wiki/Viola%E2%80%93Jones_object_detection_framework  Cognitive Services Custom Vision, https://customvision.ai

#dotnet – Age and Gender estimation from the 🎦 camera feed using #OpenCV and #net5

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

#dotnet – Detecting Faces, DNN vs Haar Cascades 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

#dotnet – Detecting Faces using DNN from the 🎦 camera feed in a WinForm using #OpenCV and #net5

Hi ! Let’s do some face detection using a DNN model (See references). As yesterday, I won’t write about details, there are almost 20 years of online documentation available. And, IMHO opinion code is much more useful that long writing, so let’s go there. 1st load the Caffe model and the config file. // download…… Continue reading #dotnet – Detecting Faces using DNN from the 🎦 camera feed in a WinForm using #OpenCV and #net5