Fit Capture: turn a photo into a digital wardrobe item
Fit Capture turns a garment photo into a clean, searchable wardrobe item. For one piece, you choose the title and category before saving; for a full-fit photo, Closr can separate up to five pieces and propose details for you to review.
Every digital wardrobe app hits the same wall on day one: getting your clothes into it. Fit Capture keeps that work short: photograph one piece and review its details, or import a full outfit and let Closr prepare separate garments for review. Either way, the app generates the clean product image after you save.
What Fit Capture actually does
Fit Capture is the photo-to-item pipeline inside Closr. Take a picture of one garment, or choose a full-fit photo when several pieces need separating. Closr keeps the source photo while it prepares the wardrobe version, so you can review the result instead of trusting a black box.
Clean cutout
Closr removes the background and isolates the garment, so your wardrobe grid reads like a lookbook instead of a camera roll full of cluttered bedroom shots.
Details you review
For one item, add the title and category you want, plus optional colour, brand, size and tags. Full-fit imports propose a title, category and colour for each separated piece, and nothing is saved until you review it.
Ready to style
Once an item is saved, it is available to search, outfit building and Closr's context-aware suggestions. Its generated product image replaces the source presentation when processing finishes.
The point is speed without a spreadsheet. You are not cataloguing a museum; you are getting the clothes you already own into a tool that can actually do something with them.
Capture that fits how you really shoot
Most wardrobe apps quietly assume you will lay every item out flat on a bed, in daylight, one at a time. That is fine for the first ten pieces and exhausting by the fiftieth. Fit Capture is built to be more forgiving than that.
- On a hanger. Snap pieces straight off the rail. Good for structured items — jackets, shirts, dresses — where the shape matters.
- Laid flat. The classic flat-lay still gives the cleanest cutout and the most reliable color read, so it is the move for anything you want captured perfectly.
- From a fit pic. Already have a mirror photo of an outfit you love? Fit Capture can pull items from what you are wearing, which turns your existing fit pics into wardrobe data instead of dead photos.
A plain background and even lighting help the generated product image and suggested details, but you do not have to stage a separate studio shoot for every garment before your closet becomes useful.
Details you control
Closr treats generated details as a starting point, not a verdict. Every captured item has editable fields, so you stay in control of how your wardrobe is organised:
What Closr can suggest
Full-fit imports propose a short title, category and main colour for each separated piece. A single-item generation pass can enrich blank supporting details, while preserving the title and category you chose.
What you can change
Fix a mis-read color, move an item to a different category, or add your own tags — brand, season, occasion, "gym only", "wedding stuff." Your closet stays searchable the way you think about clothes.
That editable layer is what keeps a captured wardrobe honest six months in. A closet full of wrong tags is worse than no tags; a closet you can quietly correct as you go stays trustworthy — and a trustworthy wardrobe is the whole point of the digital wardrobe app.
How Fit Capture compares to the alternatives
Wardrobe capture always needs a little review if the result is going to stay trustworthy. Closr keeps the single-item form short and offers a full-fit path when you want several garments prepared together, without pretending every AI guess should be accepted automatically.
We are not going to invent numbers about other apps' features or pricing — competitors ship real, useful tools and the details change often. If you want an honest, side-by-side breakdown of how Closr's capture and tagging stack up against specific apps, that is what the comparison pages are for:
Closr vs Whering
How capture, tagging, and outfit planning differ. Read the comparison →
Closr vs Indyx
Two AI-forward wardrobe tools, side by side. Read the comparison →
All comparisons
Every Closr head-to-head in one place. Browse all comparisons →
How to get started
Getting a usable wardrobe out of Fit Capture takes one sitting, not one weekend:
- Install Closr when it launches, then open the Wardrobe tab and tap Add.
- Capture in batches. Start with the pieces you actually wear — a dozen tops, your go-to bottoms, the outerwear you reach for. Speed comes from momentum, so keep shooting.
- Review the details. Confirm the title and category, correct any suggestion that looks off, and add personal tags when they help.
- Start styling. Once a few compatible pieces are in, build a look or use a context-aware suggestion to create outfits from clothes you already own.
You do not need to capture everything you own before Closr becomes useful. A representative slice of your closet is enough to start getting real outfit suggestions the same day.
FAQ
What is Fit Capture?
Fit Capture turns a garment photo into a searchable wardrobe item and generates a clean product image after save. For one piece you choose the core details; for a full-fit photo Closr separates up to five garments and proposes details for review.
Do I have to lay every item out flat to capture it?
No. Fit Capture works on a hanger, on a flat surface, or even worn in a mirror fit pic. A clean, evenly lit shot against a plain background gives the most accurate cutout and tags, but you are not required to stage a photo shoot for every piece.
Are suggested details editable?
Yes. Titles, descriptions, colours, categories, brands, sizes and personal tags remain editable. Full-fit suggestions are presented for review before the batch is saved.
How long does it take to build my wardrobe?
You can build a useful starting wardrobe in one sitting. Single items need a short detail review, while full-fit import can prepare up to five pieces from one source photo.
What happens to my photos and data?
Your wardrobe photos are used to build your closet and power outfit suggestions inside the app. Closr is designed around the clothes you already own, not around selling your images. See the Privacy Policy for the full detail on how photos are stored and processed.
Build your closet in the time it takes to fold laundry
Capture one piece or a full fit, review the details, and build a wardrobe that stays searchable and ready to style.