# Posts by tag 'computer vision' — Liran Tal

AI security researcher, open-source maintainer, and author. Explore Liran Tal’s blog, research papers, developer tools, books, and conference talks.

Canonical: https://lirantal.com/tag/computer-vision

*   Sep 4, 2025 · 3 min read

    ## [Computer Vision in Python Building Detection and Object Annotation with Ultralytics YOLO and Supervision](/blog/computer-vision-python-object-detection-annotation-yolo-supervision)

    A practical guide to building a simple computer vision project in Python using Ultralytics YOLO for object detection and Supervision for annotation.

    *   [ML](/tag/ml)
    *   [Computer Vision](/tag/computer-vision)
    *   [Ultralytics](/tag/ultralytics)

     [![](/_astro/gamified-learning.Bag_tSd__Z2d5lNw.png)](/blog/computer-vision-python-object-detection-annotation-yolo-supervision)