Guides8 min read
How to Keep the Same AI Model Across a Whole Collection
Casting drift is the reason AI catalogs look wrong. Why consistency breaks, the four kinds of consistency you actually need, and how to hold all of…
The Astria blog
Guides
How to plan, direct, and run AI fashion photoshoots that stay on brand.
Guides8 min read
Flat Lay to On-Model: Turning Product Shots Into People Wearing Clothes
On-model images convert better than flat lays, and cost far more to produce. How the conversion works, which garments survive it, and how to check…
Guides8 min read
AI Headshots for Teams: Getting 40 People to Look Like One Company
Consumer headshot apps solve one person's problem. A company website needs 40 portraits that match. Here's what changes when the unit of work is the…
Guides9 min read
Virtual Try-On for Fashion Brands (2026): What It Actually Means
Two different technologies share the name virtual try-on. Only one of them solves a brand's imagery problem — here's how to tell them apart and what…
Guides9 min read
FaceID: Studio-Quality Portraits Without Training a Model
FaceID produces a consistent likeness from a single reference image — no training wait. What it is good at, where a trained model still wins, and how…