This blog post offers a comprehensive guide to efficiently downloading tagged images from Azure Custom Vision using Microsoft’s RESTful API. It walks readers through the process of authenticating with training keys, retrieving project tags, and automating bulk image downloads - overcoming the platform’s lack of a built-in export feature. Ideal for machine learning practitioners seeking reliable methods to audit, migrate, or back up their valuable training data.