Clean product shots without the retouching team
Tag Removal API
Automatically detect and remove price tags, brand labels, and barcodes from on-model fashion photography. One API call, catalog-ready output.
Used by fashion studios processing 5,000+ product shots per month on Runflow.
Try it yourself
How it works
No pipeline to build, no models to configure.
Send your image
Pull an on-model fashion photo with visible tags. JPEG, PNG, or WebP up to 4096x4096px. Three lines of code in any language.
AI detects and removes tags
Runflow's pipeline locates price tags, brand labels, and barcodes, then removes them with context-aware inpainting that matches the surrounding fabric.
Get catalog-ready output
Receive a clean image with tags removed and fabric seamlessly reconstructed. Under 3 seconds — replacing hours of manual retouching per image.
Detect and remove tags automatically
The API automatically locates price tags, brand labels, size stickers, barcodes, and security tags in on-model fashion photography. No manual annotation, no bounding boxes — just send the image and get a clean version back.
Context-aware inpainting fills the gap
After removing the tag, the API reconstructs the underlying fabric with context-aware inpainting. The fill matches the surrounding texture, pattern, and lighting so the edit is invisible — no blur patches, no color mismatch.
Built for fashion catalog workflows
Process entire photoshoot batches in one job. The API handles individual images or bulk batches with async webhook delivery — ideal for seasonal catalog launches, marketplace onboarding, and studio-to-web pipelines.
No retouching team required
Replace hours of manual Photoshop work per image with a single API call. Studios, brands, and marketplaces use tag removal to cut post-production time from days to minutes without sacrificing quality.
Tag removal for every fashion workflow
From DTC brands to resale marketplaces. One API to clean up on-model photography at scale.
Fashion Brands & DTC
Remove tags from on-model photography before publishing to your ecommerce store. Clean product shots without reshoots. Think: Zara, H&M, ASOS, Shein.
Fashion Marketplaces
Enforce clean listing standards at scale. Automatically process seller-uploaded photos to remove visible tags and labels. Think: Poshmark, ThredUp, Depop.
Photography Studios
Cut post-production turnaround from days to minutes. Process entire photoshoot batches automatically and deliver tag-free images to clients faster.
Catalog & Print Production
Prepare on-model imagery for seasonal lookbooks, print catalogs, and advertising. Batch-process thousands of images for consistent, tag-free output.
Resale & Recommerce
Clean up secondhand clothing photos by removing original brand tags and price stickers. Professional-looking listings drive higher sell-through rates.
Studio-to-Web Pipelines
Feed tag-removed images directly into background replacement, virtual try-on, or ad creative workflows. Automate the full path from photoshoot to published listing with zero manual retouching.
Working with Runflow changed how we build. Our developers can integrate a new AI feature by calling an endpoint — they don’t need machine learning expertise, infrastructure knowledge, or DevOps skills. We just focus on making the best product, and Runflow handles everything underneath.
Simple, per-image pricing
One price per image. No GPU fees, no retouching overhead, no infrastructure to manage.
Fixed pricing for tag removal.
Detect and remove price tags, brand labels, and barcodes with context-aware inpainting. No setup fees.
Your data stays yours
Images are processed in isolated environments with automatic cleanup. Zero data retention by default.
SOC 2 Type II compliant.
Frequently asked questions
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