unbg
Remove Image Backgrounds Instantly & for Free
AI-powered background removal tool that runs 100% in the browser. No uploads, no sign-ups, no watermarks - just instant transparent PNGs.

About this project
unbg is a free, privacy-first background removal tool powered by AI that runs entirely in the user's browser. Unlike cloud-based alternatives like remove.bg, unbg never uploads images to any server - all processing happens locally using an ONNX neural network model. It supports batch processing, a before/after comparison slider, manual brush editing (erase & restore), and high-resolution PNG downloads. Built with Next.js 16 and React 19, it delivers a premium, responsive experience on desktop and mobile.
- E-commerce sellers needing fast product shots
- Content creators on Instagram, TikTok, YouTube
- Designers working in Figma, Canva or Photoshop
- Photographers building composites
- Real estate agents staging listings
The challenge
Existing background removal tools like remove.bg require uploading images to external servers, raising privacy concerns. Free tiers are heavily limited - low resolution, watermarks, or daily caps. Mobile users face additional friction with unsupported formats (HEIC) and poor touch experiences. Businesses and individuals needed a truly free, private, and unlimited solution.
Our solution
We built unbg to run AI background removal entirely in the browser using WebAssembly and the ONNX Runtime. The AI model downloads once (~80MB) and is cached for instant subsequent use. Images never leave the device, guaranteeing complete privacy. We added a full editing suite with a comparison slider and brush tools for manual refinement, batch processing for efficiency, and universal mobile support including automatic HEIC conversion.
Key features
- 100% browser-based - no server uploads
- AI-powered precision with ONNX neural network
- Free forever with no watermarks or limits
- Batch processing for multiple images
- Before/after comparison slider
- Manual erase & restore brush editor
- Mobile-first responsive design
- PWA-ready with offline model caching
Technology stack
Where unbg shines
E-commerce listings
Clean product shots for Amazon, Shopify, Etsy and eBay in seconds - no subscription required.
Social content
Cut out subjects for Instagram Reels, TikTok thumbnails, and YouTube covers without leaving the browser.
Design workflows
Drop transparent PNGs straight into Figma, Canva or presentation decks.
Photography
Headshots, passport photos, and composites with pixel-level brush refinement.
The journey, end to end
- 1Phase 1ResearchBenchmarked cloud-based tools for speed, privacy, and cost. Identified ONNX Runtime Web as a viable local alternative.
- 2Phase 2PrototypeBuilt a WASM pipeline that downloaded and cached an 80MB AI model entirely on the client.
- 3Phase 3LaunchAdded batch processing, brush tools, comparison slider and mobile HEIC conversion.
- 4Phase 4PolishShipped a PWA with offline model caching, full touch support, and drag-and-drop batch uploads.
Core functionalities
Results & impact
Common questions
Yes. There are no credit systems, daily limits, or watermarks. All processing happens in your browser, which is why we can offer it completely free.
Ready to build something like unbg?
We turn ambitious product ideas into live, revenue-generating software - from discovery to deployment. Let's talk about yours.
