March 2026

A practical guide to building a 360-degree video processing pipeline: clean stitching with a SDK, machine learning models for object detection and keypoint analysis, browser-based preview and stabilisation, and export to YouTube, Instagram, and other social platforms.

Most machine learning projects never reach production. Of those that do, many are quietly shut down within months. This article examines the most common reasons ML deployments fail and what engineering teams can do to prevent it.