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reacted to openfree's post with 🔥 5 minutes ago

🌾 NH Prediction: AI System for Korean Agricultural Price Forecasting 🌾 📊 Project Introduction Price volatility in agricultural markets has significant impacts from producers to consumers! NH Prediction is an innovative system that utilizes cutting-edge AI technology to predict Korean agricultural wholesale prices based on extensive data spanning 40 years. 🚀 https://huggingface.co/spaces/VIDraft/NH-Prediction https://huggingface.co/spaces/ginipick/NH-Korea 🧠 VIDraft's 14 Enhanced Prediction Models The VIDraft research team has developed 14 advanced prediction models by reinforcing existing forecasting approaches: 🔮 VID-SARIMA Series: Precisely models seasonality and trends (up to 99.99% accuracy) ⚖️ VID-ETS Series: Captures multiplicative/additive variation patterns 📈 VID-Holt/Holt-Winters: Simultaneous analysis of linear trends and seasonality 📉 VID-MovingAverage/WeightedMA: Noise removal and medium-term trend identification 🔍 VID-Fourier+LR: Hybrid approach capturing complex periodicity ✨ Key Features 🌟 Item-Specific Optimization: Customized predictions for each agricultural product (rice, cabbage, apples, and 50+ more) 🔄 Ensemble Approach: Enhanced prediction robustness by combining top models 📱 Bilingual Support: Korean/English interfaces 🗓️ Integrated Forecast Periods: Simultaneous long-term and short-term predictions 📊 Advanced Visualization 💡 Use Cases 👨‍🌾 Producers: Crop planning optimization, shipping timing adjustment 🏬 Distributors: Inventory management, purchase planning optimization 🏛️ Policymakers: Market stabilization policy development, early warning for supply-demand imbalances 💰 Financial Institutions: Agricultural investment decisions, derivative product pricing 🔍 Prediction Accuracy 💯 High Accuracy: Achieving 99%+ accuracy for major items 🔄 Seasonality Recognition: Precisely captures monthly price variation patterns 📌 Confidence Intervals: Decision support through prediction uncertainty visualization

reacted to openfree's post with 🔥 5 days ago

🌟 AI Website Gallery Manager 🌟 📚 Introduction Hello everyone! I'm excited to introduce the AI Website Gallery Manager! 🎉 https://huggingface.co/spaces/openfree/Web-Manager This project is provided under the MIT license, allowing anyone to freely use, modify, and distribute it. 💯 ✨ Key Features 🔖 Bookmark Management: Manage your frequently visited AI websites and Hugging Face spaces in one place 👁️ Live Preview: Instantly preview sites without having to visit them 🖼️ Dual Viewing Modes: Supports both LIVE and STATIC snapshot modes 🗂️ Category Organization: Neatly organizes resources by categories like Productivity, Multimodal, Professional, Image, LLM/VLM 💾 Secure Storage: Dual storage system using both SQLite and JSON for data integrity 🚀 Usage Scenarios 1️⃣ AI Researchers & Developers Manage commonly used AI demos, models, and tools in one centralized location Share valuable AI resources with team members Quickly access the latest AI tools categorized by function 2️⃣ Educators & Students Systematically organize AI learning materials and demos Easily share resources needed for classes or study groups Efficiently explore learning materials with real-time previews 3️⃣ AI Communities Create collections of useful AI projects Develop topic-specific AI tool compilations Manage community-recommended resources 💡 Extension Ideas You can create various projects based on this code: 🏫 AI Education Portal: A collection of AI learning resources for students 👨‍💻 Personal AI Dashboard: Customized AI tool collection for developers 📊 AI Trend Curation: Automatically collect and categorize the latest AI projects 🌐 Team Resource Hub: AI resource sharing and management system for organizations 🔧 Technical Features 🐍 Flask-based: Lightweight and extensible web framework 📱 Responsive Design: Works on both mobile and desktop 🔄 Live/Static Switching: Automatically optimizes viewing mode based on site characteristics 🔒 Security Focused

reacted to ginipick's post with 🔥 5 days ago

AI BOOK MAKER 📚✨ Transform your text and PDF into a beautiful AI-powered intelligent Flipbook with magic 🪄 https://huggingface.co/spaces/ginipick/AI-BOOK Introduction 🌟 AI BOOK MAKER is a revolutionary platform that converts text and PDF files into intelligent AI books. With just a single file upload, our automatic RAG (Retrieval-Augmented Generation) system activates an AI chatbot that perfectly comprehends your content, delivering a next-generation digital book experience that combines interactive flipbooks with conversational intelligence! 📖✨ Groundbreaking Core Features 💎 One-Click RAG System 🔄: Automatic knowledge base creation and AI conversation engine activation with just one text or PDF upload Industry-Leading Flip Effects 📄➡️📄: Exclusive AI-driven page transition technology for an immersive experience beyond physical books Perfect Cross-Platform Support 📱: Intelligent responsive design providing optimized experiences on any device Automatic Unique URL Generation 🔗: Exclusive system creating personalized links for instant sharing with friends, family, and colleagues AI Auto-Summary Engine 🤖: Intelligent summarization and insight extraction features that instantly grasp the essence of your content Ultra-Intelligent AI Chatbot 💬: Personalized knowledge assistant to ask questions and get answers about book content Game-Changer For People Who 👍 📝 Authors and creators wanting to share their knowledge and content as AI-powered interactive books 🎓 Educators and students looking to transform research materials and learning content into smart, conversational flipbooks 👨‍💼 Professionals seeking to upgrade business documents into intelligent books shareable with clients and team members 📚 Anyone wanting to share valuable documents with their network while exploring new experiences with AI assistance Start the Magic in 3 Seconds 🛠️ Single Upload 📤 Ultra-Fast AI Conversion ⚡ Custom URL Acquisition 👀 Explore with AI 💬

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upvoted a collection 22 days ago

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