Wallpaper App That Learns Your Aesthetic
On-device wallpaper personalization powered by MobileNetV4. Your preferences never leave your device.
Intelligent wallpaper curation that adapts to your unique aesthetic
MobileNetV4-Conv-Small with 1280-dimensional embeddings runs entirely on your phone.
100% offline ML processing, zero analytics, no data collection. Your taste stays on your device.
6000+ curated wallpapers from GitHub plus 5400+ from Bing photography archive.
Automatic changes on unlock, fixed intervals, or daily. Samsung optimized with keep-alive.
Your personal wallpaper curator in four simple steps
Start with Auto Mode for algorithm-curated suggestions, or Personalize Mode by uploading your favorite wallpaper.
Like or dislike wallpapers as they appear. Your first like immediately shapes future recommendations.
MobileNetV4 analyzes visual features, color palette, and composition. The EMA algorithm smoothly learns your preferences.
Set auto-change and enjoy wallpapers that match your aesthetic. Fast ~5s changes with pre-caching.
A glimpse of the Liquid Glass experience
Vanderwaals is designed with privacy as a core principle, not an afterthought.
All TensorFlow Lite inference runs entirely on-device
No Firebase, Google Analytics, or tracking SDKs
Full code available for community verification
Download Vanderwaals and let your wallpapers learn you.