AI Suite · Understand

AI Similar Image Finder

CLIP-embed a reference + your queue; ranks queue entries by cosine similarity. Useful for de-duplicating photo libraries.

Model size: ~150 MB·Typical speed: ~0.8 s·Tier: standard
ModeSpeedQualityBest for
CLIP embeddings~1s/imageVisual similarity searchDedup, find-alike, grouping

AI Similar Image Finder needs the standard AI tier (0.1 GB model). You’re currently opted into none.

Quick start

Drop a set of images (first = reference) here

or click to browse · accepts image · output json

Tier opt-in required before this capability runs.

Want this capability inside the main editor with layers, history, and the full AI panel?

How it works

  1. 1

    Add your image

    Drop or select the image you want to process — it stays on your device.

  2. 2

    Run the model in-browser

    AI Similar Image Finder loads its model (~150 MB) once, caches it, then runs locally in a worker. No upload.

  3. 3

    Download the json

    Preview the result and download the json. Re-run with different settings anytime.

Common use cases

Finding duplicate/near-duplicate imagesGrouping a shoot by lookVisual search across a setSpotting reused assets

Why it’s different

100% Private

Every model runs in your browser. Your files never leave your device — nothing is uploaded to a server.

True Alpha Channel

Exports preserve a real straight-alpha transparency channel (PNG / WebP / AVIF), not a baked-on background.

Free Forever

No account, no watermark, no credits. Open the tool and use it.

Works Offline

After the model downloads once it is cached, so the tool keeps working with no connection.

FAQ

How does similarity work?

It CLIP-embeds your reference and the set, then ranks by embedding distance — all in-browser.

Is it free to use?

Yes — AI Similar Image Finder is completely free. No account, no watermark, no credits, and no usage limits.

Do my files or prompts ever leave my device?

No. Everything runs locally in your browser via WebAssembly/WebGPU — there is no server that receives your files, prompts, or results.

Which browser and hardware do I need?

A modern browser. Chrome and Edge get WebGPU acceleration for the fastest results; Firefox and Safari run via WebAssembly. The model (~150 MB) downloads once, then is cached for offline use.

Can I use the results commercially?

Yes. You own everything you create — NSS makes no claim to the images, videos, or text you process or export.

Does it work on mobile?

Lightweight tools run on phones; heavier models prefer a desktop with a GPU. The tool picks the best path for your device and falls back gracefully where needed.

Where can I see a step-by-step guide?

Yes — there is a full walkthrough at /how-it-works/ai-find-similar.

Ready to try AI Similar Image Finder?

Free, private, no signup — runs right in your browser.