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reacted to openfree's post with ๐Ÿ”ฅ 5 minutes ago
๐ŸŒพ NH Prediction: AI System for Korean Agricultural Price Forecasting ๐ŸŒพ ๐Ÿ“Š 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. ๐Ÿš€ https://huggingface.co/spaces/VIDraft/NH-Prediction https://huggingface.co/spaces/ginipick/NH-Korea ๐Ÿง  VIDraft's 14 Enhanced Prediction Models The VIDraft research team has developed 14 advanced prediction models by reinforcing existing forecasting approaches: ๐Ÿ”ฎ VID-SARIMA Series: Precisely models seasonality and trends (up to 99.99% accuracy) โš–๏ธ VID-ETS Series: Captures multiplicative/additive variation patterns ๐Ÿ“ˆ VID-Holt/Holt-Winters: Simultaneous analysis of linear trends and seasonality ๐Ÿ“‰ VID-MovingAverage/WeightedMA: Noise removal and medium-term trend identification ๐Ÿ” VID-Fourier+LR: Hybrid approach capturing complex periodicity โœจ Key Features ๐ŸŒŸ Item-Specific Optimization: Customized predictions for each agricultural product (rice, cabbage, apples, and 50+ more) ๐Ÿ”„ Ensemble Approach: Enhanced prediction robustness by combining top models ๐Ÿ“ฑ Bilingual Support: Korean/English interfaces ๐Ÿ—“๏ธ Integrated Forecast Periods: Simultaneous long-term and short-term predictions ๐Ÿ“Š Advanced Visualization ๐Ÿ’ก Use Cases ๐Ÿ‘จโ€๐ŸŒพ Producers: Crop planning optimization, shipping timing adjustment ๐Ÿฌ Distributors: Inventory management, purchase planning optimization ๐Ÿ›๏ธ Policymakers: Market stabilization policy development, early warning for supply-demand imbalances ๐Ÿ’ฐ Financial Institutions: Agricultural investment decisions, derivative product pricing ๐Ÿ” Prediction Accuracy ๐Ÿ’ฏ High Accuracy: Achieving 99%+ accuracy for major items ๐Ÿ”„ Seasonality Recognition: Precisely captures monthly price variation patterns ๐Ÿ“Œ Confidence Intervals: Decision support through prediction uncertainty visualization
reacted to openfree's post with ๐Ÿ”ฅ 5 days ago
๐ŸŒŸ AI Website Gallery Manager ๐ŸŒŸ ๐Ÿ“š Introduction Hello everyone! I'm excited to introduce the AI Website Gallery Manager! ๐ŸŽ‰ https://huggingface.co/spaces/openfree/Web-Manager This project is provided under the MIT license, allowing anyone to freely use, modify, and distribute it. ๐Ÿ’ฏ โœจ Key Features ๐Ÿ”– Bookmark Management: Manage your frequently visited AI websites and Hugging Face spaces in one place ๐Ÿ‘๏ธ Live Preview: Instantly preview sites without having to visit them ๐Ÿ–ผ๏ธ Dual Viewing Modes: Supports both LIVE and STATIC snapshot modes ๐Ÿ—‚๏ธ Category Organization: Neatly organizes resources by categories like Productivity, Multimodal, Professional, Image, LLM/VLM ๐Ÿ’พ Secure Storage: Dual storage system using both SQLite and JSON for data integrity ๐Ÿš€ Usage Scenarios 1๏ธโƒฃ 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 2๏ธโƒฃ 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 3๏ธโƒฃ AI Communities Create collections of useful AI projects Develop topic-specific AI tool compilations Manage community-recommended resources ๐Ÿ’ก Extension Ideas You can create various projects based on this code: ๐Ÿซ AI Education Portal: A collection of AI learning resources for students ๐Ÿ‘จโ€๐Ÿ’ป Personal AI Dashboard: Customized AI tool collection for developers ๐Ÿ“Š AI Trend Curation: Automatically collect and categorize the latest AI projects ๐ŸŒ Team Resource Hub: AI resource sharing and management system for organizations ๐Ÿ”ง Technical Features ๐Ÿ Flask-based: Lightweight and extensible web framework ๐Ÿ“ฑ Responsive Design: Works on both mobile and desktop ๐Ÿ”„ Live/Static Switching: Automatically optimizes viewing mode based on site characteristics ๐Ÿ”’ Security Focused
reacted to ginipick's post with ๐Ÿ”ฅ 5 days ago
AI BOOK MAKER ๐Ÿ“šโœจ Transform your text and PDF into a beautiful AI-powered intelligent Flipbook with magic ๐Ÿช„ https://huggingface.co/spaces/ginipick/AI-BOOK Introduction ๐ŸŒŸ 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! ๐Ÿ“–โœจ Groundbreaking Core Features ๐Ÿ’Ž One-Click RAG System ๐Ÿ”„: Automatic knowledge base creation and AI conversation engine activation with just one text or PDF upload Industry-Leading Flip Effects ๐Ÿ“„โžก๏ธ๐Ÿ“„: Exclusive AI-driven page transition technology for an immersive experience beyond physical books Perfect Cross-Platform Support ๐Ÿ“ฑ: Intelligent responsive design providing optimized experiences on any device Automatic Unique URL Generation ๐Ÿ”—: Exclusive system creating personalized links for instant sharing with friends, family, and colleagues AI Auto-Summary Engine ๐Ÿค–: Intelligent summarization and insight extraction features that instantly grasp the essence of your content Ultra-Intelligent AI Chatbot ๐Ÿ’ฌ: Personalized knowledge assistant to ask questions and get answers about book content Game-Changer For People Who ๐Ÿ‘ ๐Ÿ“ Authors and creators wanting to share their knowledge and content as AI-powered interactive books ๐ŸŽ“ Educators and students looking to transform research materials and learning content into smart, conversational flipbooks ๐Ÿ‘จโ€๐Ÿ’ผ Professionals seeking to upgrade business documents into intelligent books shareable with clients and team members ๐Ÿ“š Anyone wanting to share valuable documents with their network while exploring new experiences with AI assistance Start the Magic in 3 Seconds ๐Ÿ› ๏ธ Single Upload ๐Ÿ“ค Ultra-Fast AI Conversion โšก Custom URL Acquisition ๐Ÿ‘€ Explore with AI ๐Ÿ’ฌ
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