How to convert YOLOv5 model to ncnn model

This article explains how to convert a YOLOv5 PyTorch model to an ncnn model, and also explains the modified part of the YOLOv5 sample code for ncnn when converting to the ncnn model.

How to handle Video and Audio with OpenCV

This article explains how to process audio while processing video with OpenCV. The audio will be processed using pyaudio. An example of an application that processes both video and audio is also explained.

YOLOv5 and YOLOv7 with ncnn on Jetson Nano

This article explains how to install ncnn and run YOLOv5 and YOLOv7 on Jetson Nano using the ncnn framework. It also explains what to do if ncnn fails to build and what to do if the camera FPS is not as expected.

How to use YOLOv5 on AWS Lambda

This article explains how to run YOLOv5 with AWS Lambda. OpenCV is used to run YOLOv5. A brief explanation of AWS Lambda and how to use AWS SAM is also provided.

YOLOv5 with Oriented Bounding Box

This article explains learning and inference for object detection using Oriented Bounding Box (OBB) with YOLOv5. Google Coraboratory is used for training and its usage is also explained.