by Xukyo | 19 Mar 2024 | Tutorials
In this tutorial, we’ll look at how to train a YOLO model for object recognition on specific data. The difficulty lies in creating the image bank that will be used for training. Hardware A computer with a Python3 installation A camera Principle We saw in a...
by Xukyo | 4 Mar 2024 | Tutorials
In this tutorial we’ll look at how to achieve synchronized video streams with Python and OpenCV. One of the problems of video streaming is to transmit and acquire high-quality video signals with as little delay as possible. The ability to synchronize video...
by Xukyo | 4 Mar 2024 | Tutorials
To improve performance on the Raspberry Pi, you can use the C++ language and optimized libraries to accelerate the computation speed of object detection models. This is what TensorFlow Lite offers. A good place to start is QEngineering. Hardware Raspberry Pi 4...
by Xukyo | 3 Mar 2024 | Tutorials
It’s possible to embed object recognition models like Yolo on a Raspberry Pi. Of course, because of its low performance compared with computers, performance is lower in terms of real-time recognition. However, it is perfectly possible to develop algorithms using...