How to classify uploaded images into custom categories for Shopify and ecommerce catalogs
Learn how to implement custom image classification with clear architecture, failure controls, measurements, and current Cloudinary documentation.
Product Media
Workflows for product photography, video, 3D models, approvals, rights, and launch-ready ecommerce media.
Managing 3D and AR assets for ecommerce
Manage ecommerce 3D and AR media as an asset set containing geometry, materials, textures, platform formats, preview images, product scale, and approval status.
How to manage product video for ecommerce
Manage ecommerce product video as a package: source file, edit master, captions, poster image, product association, approval, and delivery policy.
A product image workflow that survives launch week
A dependable ecommerce product image workflow moves each asset through capture, technical review, commercial approval, product linking, and channel delivery.
Ecommerce digital asset management explained
Ecommerce digital asset management is the system and operating model used to store, describe, approve, connect, transform, and distribute product media.
