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Wallpapers on autopilot. Learns what you love. Fresh matches automatically.
🎨 WALLPAPERS THAT LEARN YOUR AESTHETIC Vanderwaals uses on-device AI to learn your unique style and automatically deliver wallpapers you'll love. No endless scrolling, no manual browsing—just fresh wallpapers that match your vibe. ✨ HOW IT WORKS Pick Your Starting Point • Auto Mode: Start fresh, discover wallpapers • Personalize Mode: Upload a favorite for instant matches Like What You See • Tap ❤️ on wallpapers you love • AI learns from every interaction • Gets smarter over time Enjoy Fresh Wallpapers • Change automatically (hourly, daily, or on unlock) • Or browse and pick manually • Always something new that fits your style 🤖 INTELLIGENT PERSONALIZATION Unlike typical wallpaper galleries, Vanderwaals uses machine learning to understand YOUR aesthetic: • Deep Visual Features (70%) MobileNetV3 neural network analyzes artistic style, composition, and mood • Color Matching (20%) LAB color space for perceptually accurate palette matching • Category Learning (10%) Learns your preferences (minimal, nature, abstract, dark themes, etc.) The more you use it, the better it gets at predicting what you'll love. 🧠 ADAPTIVE LEARNING • Exponential Moving Average (EMA) Smoothly integrates new preferences without forgetting old ones • Implicit Feedback Learns from wallpaper duration (quick changes = dislike, long = like) • Smart Exploration Occasionally suggests new styles to keep things fresh • Progressive Improvement Balances your original taste with newly discovered preferences 📚 MASSIVE CURATED LIBRARY Thousands of high-quality wallpapers from trusted sources: GitHub Collections • Aesthetic & minimalist designs • Linux ricing wallpapers • Anime & digital art • Color schemes (Gruvbox, Nord, etc.) Bing Photography Archive • Professional UHD photography • Daily featured wallpapers • Global landscapes & nature Weekly Auto-Updates • New wallpapers added automatically • Library keeps growing ⚡ POWERFUL AUTOMATION Auto-Change Triggers • Every unlock (fresh wallpaper each time) • Hourly intervals • Daily at custom time • Manual only Apply Anywhere • Lock screen • Home screen • Both simultaneously Smart Crop • AI focuses on interesting regions • No awkward cropping surprises 🔒 PRIVACY YOU CAN TRUST Built privacy-first from day one: ✓ 100% Offline AI All machine learning runs on YOUR device ✓ Zero Analytics No Firebase, Google Analytics, or tracking SDKs ✓ No Data Collection Your preferences never leave your phone ✓ Open Source (AGPL-3.0) Full code transparency—audit it yourself Network requests only for: • Downloading wallpapers • Weekly catalog sync That's it. No hidden tracking, no ads, no surprises. 🎨 BEAUTIFUL MATERIAL 3 DESIGN • Modern Interface Latest Material Design 3 guidelines • Dynamic Colors (Android 12+) App adapts to your current wallpaper • Dark Theme AMOLED-optimized pure black theme • Smooth Animations Polished transitions powered by Lottie 📊 HISTORY & FEEDBACK • Timeline View See all applied wallpapers with timestamps • Quick Actions ❤️ Like, 👎 Dislike, or 📥 Download instantly • Date Grouping Organized by Today / Yesterday / Month • Full Preview Pinch-to-zoom viewer 🚀 TWO MODES FOR EVERYONE AUTO MODE • Start with diverse wallpapers • AI learns as you give feedback PERSONALIZE MODE • Upload your favorite wallpaper • Get instant similar matches Both modes learn continuously from your likes and dislikes! 🏆 WHY VANDERWAALS? ✓ Only wallpaper app with on-device ML learning ✓ Privacy-first (no cloud, no tracking) ✓ Thousands of curated wallpapers ✓ Actually improves with use ✓ Open source (full transparency) ✓ Material 3 design ✓ Free & no ads 🤝 OPEN SOURCE View the code, contribute improvements, or verify privacy claims: → github.com/avinaxhroy/Vanderwaals 💬 SUPPORT • Bug Reports: GitHub Issues • Feature Requests: GitHub Discussions #wallpaper #AI #machinelearning #privacy #opensource #MaterialYou