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Vanderwaals

Wallpaper App That Learns Your Aesthetic

On-device wallpaper personalization powered by MobileNetV4. Your preferences never leave your device.

Version 4.5.0 — Android 12+

Why Vanderwaals?

Intelligent wallpaper curation that adapts to your unique aesthetic

On-Device ML

MobileNetV4-Conv-Small with 1280-dimensional embeddings runs entirely on your phone.

Privacy First

100% offline ML processing, zero analytics, no data collection. Your taste stays on your device.

Massive Library

6000+ curated wallpapers from GitHub plus 5400+ from Bing photography archive.

Auto-Change

Automatic changes on unlock, fixed intervals, or daily. Samsung optimized with keep-alive.

How It Works

Your personal wallpaper curator in four simple steps

Choose Your Mode

Start with Auto Mode for algorithm-curated suggestions, or Personalize Mode by uploading your favorite wallpaper.

Provide Feedback

Like or dislike wallpapers as they appear. Your first like immediately shapes future recommendations.

ML Learns Your Taste

MobileNetV4 analyzes visual features, color palette, and composition. The EMA algorithm smoothly learns your preferences.

Enjoy Perfect Wallpapers

Set auto-change and enjoy wallpapers that match your aesthetic. Fast ~5s changes with pre-caching.

Gallery

A glimpse of the Liquid Glass experience

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Your Privacy, Protected

Vanderwaals is designed with privacy as a core principle, not an afterthought.

100% Offline ML

All TensorFlow Lite inference runs entirely on-device

Zero Analytics

No Firebase, Google Analytics, or tracking SDKs

Open Source

Full code available for community verification

Ready to begin?

Download Vanderwaals and let your wallpapers learn you.