OpenCV

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.

2022.11.15

OpenCV

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.

2022.11.07

AWSOpenCVYOLOv5

Jetson Nano – YOLOv5 with CSI-2 Camera

This article explains how to run YOLOv5 on a Jetson Nano with a CSI-2 camera. Install the pre-built package and patch YOLOv5 to run YOLOv5.

2022.10.30

Jetson NanoYOLOv5

Save video only object detected using YOLOv5

This article explains how to use YOLOv5 to store only the videos in which objects are detected in the cloud. It also explains how to save the detected video to the AWS cloud.

2022.10.29

AWSOpenCVYOLOv5

Docker

Building Jetson Nano libraries on host PC

This article explains how to build the Jetson Nano's PyTorch and OpenCV libraries on the host PC. Finally, we will summarize the build speed.

2022.10.25

DockerOpenCVPyTorch

YOLOv5 with OpenCV on Jetson Nano

This article explains how to run YOLOv5 on the Jetson Nano using OpenCV built with CUDA and cuDNN enabled.

2022.10.24

Jetson NanoOpenCVYOLOv5

OpenCV build on Jetson Nano

How to build OpenCV on Jetson Nano. The default python3 version for Jetson Nano is 3.6, but this article explains how to build OpenCV with CUDA, cuDNN enabled on python3.8.

2022.10.24

Jetson NanoOpenCV