Computer Vision CLI on Ubuntu 24.04

Computer Vision CLI is a lightweight, command-line–based computer vision toolkit designed for processing and analyzing images and videos without the need for a graphical interface. It allows users to run common computer vision tasks efficiently using pre-trained models or custom pipelines, making it suitable for automation, batch processing, and server-side workloads.

The CLI is ideal for DevOps engineers, data scientists, and AI practitioners who want to integrate computer vision capabilities into scripts, CI/CD pipelines, or backend systems. It supports image preprocessing, inference, and result output in standard formats while remaining flexible and extensible.

Features of Computer Vision CLI:

• Command-line interface for image and video analysis.
• Supports tasks such as object detection, image classification, and feature extraction.
• Works with pre-trained models and custom model configurations.
• Designed for automation, batch processing, and headless server environments.
• Outputs results in JSON or text format for easy integration with other tools.
• Suitable for AI pipelines, monitoring systems, and data processing workflows.

To check if the Computer Vision CLI is installed and working, use the following steps:

 Check CLI version: $ cv-cli --version

Run a sample image analysis:
$ cv-cli analyze image.jpg

Analyze a video file:
$ cv-cli analyze video.mp4 --task object-detection

Disclaimer: Computer Vision CLI is provided “as is” under applicable open-source or third-party model licenses. Users are responsible for selecting appropriate models, ensuring compliance with data protection regulations, and securing any sensitive image or video data. Proper validation, access control, and resource management are recommended when using the CLI in production environments.