# The imaging problems off-the-shelf tools can't touch

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Brand: imgix.com
Category: newsletter

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## Email content

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image-lab-hero

Hi there,

A few weeks ago we introduced Imgix Image Lab: AI pipelines built for the visual problems that don't fit off-the-shelf tools. You describe the problem, we engineer the solve. Here are the kinds of problems Image Lab is designed to solve.

email-il-wrinkle

Every product photo, on-shelf ready.

A retailer was getting packaging imagery that was wrinkled, poorly lit, shot at inconsistent angles. Their team was spending weeks normalizing it before anything could go live. We built a pipeline that handles de-wrinkling and background normalization automatically.

staging

Virtual staging without the reshoot.

Real estate marketplaces need furnished interiors for empty listings, but physical staging runs thousands per property and takes days to schedule. An Image Lab pipeline could tune AI staging to your style of choice, swapping empty rooms for furnished interiors at scale.

Every pipeline runs on Imgix infrastructure and is delivered through the same URL-based API you already use. Submit a brief describing your visual problem, and if it's a fit, we will reach out to start building with you.

Submit a brief

Max

Imgix Product Team

LinkedIn

bluesky-Feb-10-2025-09-43-34-7616-PM

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Imgix Inc, 535 Mission St., San Francisco, California, United States

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