AI & ML interests

One-minute creation by AI Coding Autonomous Agent 'MOUSE-I'

Recent Activity

openfreeย  updated a Space 41 minutes ago
VIDraft/robo
openfreeย  published a Space about 1 hour ago
VIDraft/robo
openfreeย  updated a Space about 4 hours ago
VIDraft/voice-trans
View all activity

VIDraft's activity

openfreeย 
updated a Space 41 minutes ago
openfreeย 
published a Space about 1 hour ago
seawolf2357ย 
posted an update about 2 hours ago
view post
Post
18
โšก FusionX Enhanced Wan 2.1 I2V (14B) ๐ŸŽฌ

๐Ÿš€ Revolutionary Image-to-Video Generation Model
Generate cinematic-quality videos in just 8 steps!

Heartsync/WAN2-1-fast-T2V-FusioniX

โœจ Key Features
๐ŸŽฏ Ultra-Fast Generation: Premium quality in just 8-10 steps
๐ŸŽฌ Cinematic Quality: Smooth motion with detailed textures
๐Ÿ”ฅ FusionX Technology: Enhanced with CausVid + MPS Rewards LoRA
๐Ÿ“ Optimized Resolution: 576ร—1024 default settings
โšก 50% Speed Boost: Faster rendering compared to base models
๐Ÿ› ๏ธ Technical Stack

Base Model: Wan2.1 I2V 14B
Enhancement Technologies:

๐Ÿ”— CausVid LoRA (1.0 strength) - Motion modeling
๐Ÿ”— MPS Rewards LoRA (0.7 strength) - Detail optimization

Scheduler: UniPC Multistep (flow_shift=8.0)
Auto Prompt Enhancement: Automatic cinematic keyword injection

๐ŸŽจ How to Use

Upload Image - Select your starting image
Enter Prompt - Describe desired motion and style
Adjust Settings - 8 steps, 2-5 seconds recommended
Generate - Complete in just minutes!

๐Ÿ’ก Optimization Tips
โœ… Recommended Settings: 8-10 steps, 576ร—1024 resolution
โœ… Prompting: Use "cinematic motion, smooth animation" keywords
โœ… Duration: 2-5 seconds for optimal quality
โœ… Motion: Emphasize natural movement and camera work
๐Ÿ† FusionX Enhanced vs Standard Models
Performance Comparison: While standard models typically require 15-20 inference steps to achieve decent quality, our FusionX Enhanced version delivers premium results in just 8-10 steps - that's more than 50% faster! The rendering speed has been dramatically improved through optimized LoRA fusion, allowing creators to iterate quickly without sacrificing quality. Motion quality has been significantly enhanced with advanced causal modeling, producing smoother, more realistic animations compared to base implementations. Detail preservation is substantially better thanks to MPS Rewards training, maintaining crisp textures and consistent temporal coherence throughout the generated sequences.
openfreeย 
posted an update about 3 hours ago
view post
Post
52
๐ŸŒ Whisper-OCR Multilingual Translation Space ๐Ÿš€

Welcome! This Space takes English audio, video, images, and PDFs and instantly converts them into Chinese (ZH), Thai (TH), and Russian (RU)โ€”no other source language required.

VIDraft/voice-trans

โœจ Key Features
๐ŸŽค Microphoneโ€‚โ€“ Record English speech โ†’ transcript + 3-language translation

๐Ÿ”Š Audio Fileโ€‚โ€“ Upload English audio โ†’ transcript + translation

๐ŸŽฌ Video Fileโ€‚โ€“ Auto-extract audio with FFmpeg โ†’ transcript + translation

๐Ÿ–ผ๏ธ Imageโ€‚โ€“ Nanonets-OCR pulls text โ†’ translation

๐Ÿ“„ PDFโ€‚โ€“ Up to 50 pages of text & tables โ†’ translation

๐Ÿ”„ Realtime Modeโ€‚โ€“ Flush every 10-15 s; newest lines appear at the top

๐Ÿ› ๏ธ Quick Start
Click โ€œDuplicateโ€ to fork, or launch directly.

Pick a tab (๐ŸŽค/๐Ÿ”Š/๐ŸŽฌ/๐Ÿ–ผ๏ธ/๐Ÿ“„/๐Ÿ”„) and feed it English input.

After a few seconds, see the ๐Ÿ“œ original and ๐ŸŒ 3-language translation side by side.

โšก Tech Stack
openai/whisper-large-v3-turbo โ€” fast, high-accuracy ASR

Nanonets-OCR-s (+ Flash Attention 2) โ€” document/image OCR

Gradio Blocks โ€” clean tabbed UI

PyTorch + CUDA โ€” auto GPU allocation & ThreadPool load balancing

๐Ÿ“Œ Notes
Translation quality depends on audio quality, lighting, and resolution.

Huge videos hit the HF Space upload cap (~2 GB).

Realtime tab requires browser microphone permission.
openfreeย 
posted an update 2 days ago
view post
Post
1992
๐Ÿค— I'm leading 'Openfree AI', Korea's most prominent AI open-source community. First and foremost, I'd like to express my deepest gratitude for Hugging Face's continuous support and efforts. ๐Ÿ’™
Our Openfree AI collaborates with various AI communities across Korea, contributing to knowledge sharing and ecosystem development. ๐Ÿค I've been actively promoting the critical importance of Hugging Face as Korea's AI infrastructure backbone, engaging with senior government officials, National Assembly members, university leaders, and media executives to emphasize how Hugging Face represents Korea's AI future at a national policy level. I consider myself a 'voluntary Korean ambassador for Hugging Face'. ๐Ÿ‡ฐ๐Ÿ‡ทโœจ
Let me share our community's achievements on the Hugging Face platform over the past year: ๐ŸŽฏ

๐Ÿš€ Published hundreds of models and spaces
๐Ÿ‘ฅ Surpassed 10 million cumulative visitors
๐Ÿ“ˆ Achieved 1.7 million Monthly Active Users (MAU)
๐ŸŽจ Generated over 1 million images/videos per month

These achievements were possible thanks to Hugging Face's generous support, including H200 resources. Thank you sincerely. ๐Ÿ™
๐ŸŽ‰ I'm thrilled to share exciting news! This July, we'll host the "Hugging Face Forever" seminar at the Korean National Assembly, sponsored by AI policy lawmakers. ๐Ÿ›๏ธ Our community will organize this groundbreaking event focusing on 'Hugging Face and Community Contributions and Roles' - a truly meaningful and revolutionary milestone for Korea's AI ecosystem. ๐Ÿ’ซ
We'll continue working hard for Korea's AI ecosystem development and... oh, if you ever need a Korean branch manager for Hugging Face, please let me know! ๐Ÿ˜„ (Just kidding... or am I? ๐Ÿค”)
Thank you. ๐Ÿค—
Openfree AI Representative ๐Ÿ’Œ
openfreeย 
posted an update 7 days ago
view post
Post
2378
๐ŸŽจ ChartGPT: AI that Draws Diagrams and Designs from Natural Language

Hello! We're the VIDraft team ๐Ÿ‘‹
Introducing ChartGPT - an AI that automatically creates professional diagrams and visual designs when you describe them in text!

openfree/Chart-GPT

๐Ÿš€ What Makes It Special?

๐Ÿง  Optimal AI Implementation
Based on Gemma-3-R1984-27B ensuring exceptional factuality and accuracy
Perfectly understands and visualizes complex structures
FLUX.1-schnell for high-quality image generation ๐ŸŽจ

๐ŸŒ Perfect Support for Korean & English
Just say "Create a flowchart for the machine learning process" and you're done! ๐ŸŽฏ
Korean prompts are automatically translated to English for design generation โœจ
๐Ÿ“Š 5 Diagram Types
๐Ÿ—บ๏ธ Concept Map - Connect ideas
๐Ÿ“Š Synoptic Chart - See the whole structure at a glance
โ˜€๏ธ Radial Diagram - Structure expanding from center
๐Ÿ”„ Process Flow - Visualize workflows
๐Ÿ“‹ WBS - Project hierarchy structure
๐ŸŽจ 6 Visual Design Types (NEW!)
๐Ÿญ Product Design - Industrial design concept sketches
๐Ÿง  Mindmap - Colorful thought maps
๐Ÿ“ฑ Mockup - UI/UX wireframes
๐Ÿ“ˆ Infographic - Data visualization
๐Ÿ“ Diagram - Business workflows
๐Ÿ“Š Flowchart - Decision flow charts
๐Ÿ” Brave Search Integration
Need the latest information? Generate more accurate diagrams with real-time web search! ๐ŸŒ
๐Ÿ”Œ MCP Protocol Support
Perfect integration with other AIs like Claude and ChatGPT! ๐Ÿค
๐Ÿ’ก Usage Examples
Diagram Generation
Prompt: "Create a concept map showing AI classification system"
Result: Beautiful diagram with deep learning, machine learning, and NLP systematically connected โœจ
Design Generation
Prompt: "smartphone banking app design"
Result: Professional-level UI/UX mockup design ๐ŸŽจ
๐ŸŽฏ Recommended For
๐Ÿ“š Educators: Visually explain complex concepts
๐Ÿ’ผ Planners: Organize project structures at a glance
๐Ÿ”ง Developers: Document system architecture
๐Ÿ“ Students ๐ŸŽจ Designers ๐Ÿ“Š Marketers

๐Ÿ› ๏ธ Tech Stack
Graphviz/MCP/Gemma-3-R1984-27B/FLUX
  • 1 reply
ยท
fantaxyย 
posted an update 8 days ago
view post
Post
1370
๐ŸŽญ AI's Nobel Prize Challenge: Novel Generator ๐Ÿš€
Hello! Today I'm thrilled to introduce my AI Short Story Generator ๐Ÿ“šโœจ

๐ŸŒŸ Project Overview
Novel Generator is an AI tool that automatically creates Nobel Prize-worthy short stories. Supporting both Korean and English, it empowers anyone to craft literary masterpieces with ease!

๐ŸŽฏ Key Features
1. ๐ŸŽฒ Story Seed Generator
Randomly generates captivating topics and opening lines
Example: "The Time Traveler's Final Choice" + "That morning, a clock fell from the sky" โฐ

2. ๐ŸŒ Multilingual Support
๐Ÿ‡ฌ๐Ÿ‡ง English: Creates English fiction (Western literary style)
๐Ÿ‡ฐ๐Ÿ‡ท Korean: Generates Korean novels (reflecting Korean sentiment and style)


3. ๐Ÿ“– Literary Excellence
7,000-10,000 words of complete short fiction
Incorporates techniques from Nobel Prize-winning authors
Advanced literary devices: foreshadowing, symbolism, metaphors

๐Ÿ’ก How to Use
Select Language: Choose Korean/English checkbox ๐Ÿ”ค
Generate Story Seed: Click "Random Generate SEED" button ๐ŸŽฐ
Start Writing: Submit to AI with the Submit button ๐Ÿ“
Continue Story: Type "continued" or "์ด์–ด์„œ" for next chapter ๐Ÿ“„

๐Ÿ› ๏ธ Tech Stack
Friendli API: High-performance LLM serving
Gradio: Intuitive web interface
Python: Backend logic implementation

โšก Powered by Cutting-Edge Technology
Dedicated NVIDIA H100 GPU Server: Lightning-fast inference speeds
Uncensored LLM Model: Based on 'Gemma-3-R1984-27B' for unrestricted creative freedom
API-driven Architecture: Ensures blazing-fast response times and seamless performance

๐ŸŽจ What Makes It Special
Anti-repetition Algorithm: Generates fresh, original sentences every time
Genre Diversity: Sci-fi, fantasy, realism, magical realism, and more
PDF/TXT Upload: Create stories based on reference materials
Zero Censorship: Complete creative freedom without content restrictions

๐Ÿš€ Get Started
fantaxy/fantasy-novel

This project began with a simple question: "Can AI create emotionally compelling literature?"
seawolf2357ย 
posted an update 9 days ago
view post
Post
1348
๐Ÿš€ Just Found an Interesting New Leaderboard for Medical AI Evaluation!

I recently stumbled upon a medical domain-specific FACTS Grounding leaderboard on Hugging Face, and the approach to evaluating AI accuracy in medical contexts is quite impressive, so I thought I'd share.

๐Ÿ“Š What is FACTS Grounding?
It's originally a benchmark developed by Google DeepMind that measures how well LLMs generate answers based solely on provided documents. What's cool about this medical-focused version is that it's designed to test even small open-source models.

๐Ÿฅ Medical Domain Version Features

236 medical examples: Extracted from the original 860 examples
Tests small models like Qwen 3 1.7B: Great for resource-constrained environments
Uses Gemini 1.5 Flash for evaluation: Simplified to a single judge model

๐Ÿ“ˆ The Evaluation Method is Pretty Neat

Grounding Score: Are all claims in the response supported by the provided document?
Quality Score: Does it properly answer the user's question?
Combined Score: Did it pass both checks?

Since medical information requires extreme accuracy, this thorough verification approach makes a lot of sense.
๐Ÿ”— Check It Out Yourself

The actual leaderboard: MaziyarPanahi/FACTS-Leaderboard

๐Ÿ’ญ My thoughts: As medical AI continues to evolve, evaluation tools like this are becoming increasingly important. The fact that it can test smaller models is particularly helpful for the open-source community!
ginipickย 
posted an update 13 days ago
view post
Post
4143
๐ŸŽจ FLUX VIDEO Generation - All-in-One AI Image/Video/Audio Generator

๐Ÿš€ Introduction
FLUX VIDEO Generation is an all-in-one AI creative tool that generates images, videos, and audio from text prompts, powered by NVIDIA H100 GPU for lightning-fast processing!

ginigen/Flux-VIDEO

โœจ Key Features
1๏ธโƒฃ Text โ†’ Image โ†’ Video ๐Ÿ–ผ๏ธโžก๏ธ๐ŸŽฌ

Generate high-quality images from Korean/English prompts
Transform still images into natural motion videos
Multiple size presets (Instagram, YouTube, Facebook, etc.)
Demo: 1-4 seconds / Full version: up to 60 seconds

2๏ธโƒฃ Image Aspect Ratio Change ๐ŸŽญ

Freely adjust image aspect ratios
Expand images with outpainting technology
5 alignment options (Center, Left, Right, Top, Bottom)
Real-time preview functionality

3๏ธโƒฃ Video + Audio Generation ๐ŸŽต

Add AI-generated audio to videos
Korean prompt support (auto-translation)
Context-aware sound generation
Powered by MMAudio technology

๐Ÿ› ๏ธ Tech Stack

Image Generation: FLUX, Stable Diffusion XL
Video Generation: TeaCache optimization
Audio Generation: MMAudio (44kHz high-quality)
Outpainting: ControlNet Union
Infrastructure: NVIDIA H100 GPU for ultra-fast generation

๐Ÿ’ก How to Use

Select your desired tab
Enter your prompt (Korean/English supported!)
Adjust settings
Click generate button

๐ŸŽฏ Use Cases

๐Ÿ“ฑ Social media content creation
๐ŸŽฅ YouTube Shorts/Reels
๐Ÿ“Š Presentation materials
๐ŸŽจ Creative artwork
๐ŸŽต Background sound generation
  • 1 reply
ยท
ginipickย 
posted an update 14 days ago
view post
Post
3681
๐ŸŽจ AI Hairstyle Changer - Transform with 93 Styles! ๐Ÿ’‡โ€โ™€๏ธโœจ

๐Ÿš€ Introduction
Experience 93 different hairstyles and 29 hair colors in real-time with your uploaded photo!
Transform your look instantly with this AI-powered Gradio web app.


โœจ Key Features

๐Ÿ“ธ Simple 3 Steps
Upload Photo - Upload a front-facing photo
Select Style - Choose from 93 hairstyles
Pick Color - Click your desired color from 29 color palette options


๐Ÿ’ซ Diverse Hairstyles (93 types)

๐ŸŽฏ Short Cuts: Pixie Cut, Bob, Lob, Crew Cut, Undercut
๐ŸŒŠ Waves: Soft Waves, Hollywood Waves, Finger Waves
๐ŸŽ€ Braids: French Braid, Box Braids, Fishtail Braid, Cornrows
๐Ÿ‘‘ Updos: Chignon, Messy Bun, Top Knot, French Twist
๐ŸŒˆ Special Styles: Space Buns, Dreadlocks, Mohawk, Beehive

๐ŸŽจ Hair Color Palette (29 colors)

๐ŸคŽ Natural Colors: Black, Browns, Blonde variations
โค๏ธ Red Tones: Red, Auburn, Copper, Burgundy
๐Ÿ’œ Fashion Colors: Blue, Purple, Pink, Green, Rose Gold
โšช Cool Tones: Silver, Ash Blonde, Titanium

๐ŸŒŸ Key Advantages

โšก Fast Processing: Get results in just 10-30 seconds
๐ŸŽฏ High Accuracy: Natural-looking transformations with AI technology
๐Ÿ’Ž Professional Quality: High-resolution output suitable for social media
๐Ÿ”„ Unlimited Trials: Try as many combinations as you want
๐Ÿ“ฑ User-Friendly: Intuitive interface with visual color palette


๐Ÿ’ก Perfect For

๐Ÿ’ˆ Salon Consultations: Show clients potential new looks before cutting
๐Ÿ›๏ธ Personal Styling: Experiment before making a big change
๐ŸŽญ Entertainment: Fun transformations for social media content
๐ŸŽฌ Creative Projects: Character design and visualization
๐Ÿ‘— Fashion Industry: Match hairstyles with outfits and makeup
๐Ÿ“ธ Photography: Pre-visualization for photoshoots

LINK: ginipick/Change-Hair
ยท
openfreeย 
posted an update 15 days ago
view post
Post
2825
๐ŸŽ™๏ธ Voice Clone AI Podcast Generator: Create Emotionally Rich Podcasts with Your Own Voice!

๐Ÿš€ Project Introduction
Hello! Today we're excited to introduce an AI-powered solo podcast generator that creates high-quality voice cloning with authentic emotional expression.
Transform any PDF document, web URL, or keyword into a professional podcast with just a few clicks! ๐Ÿ“šโžก๏ธ๐ŸŽง

VIDraft/Voice-Clone-Podcast

โœจ Key Features
1. ๐ŸŽฏ Multiple Input Methods

URL: Simply paste any blog or article link
PDF: Upload research papers or documents directly
Keyword: Enter a topic and AI searches for the latest information to create content

2. ๐ŸŽญ Emotionally Expressive Voice Cloning
Powered by Chatterbox TTS:

๐ŸŽค Voice Cloning: Learn and replicate your unique voice perfectly
๐Ÿ“ข Natural intonation and emotional expression
๐ŸŒŠ Customizable emotion intensity with Exaggeration control
โšก Seamless handling of long texts with automatic chunking

3. ๐Ÿค– State-of-the-Art LLM Script Generation

Professional-grade English dialogue using Private-BitSix-Mistral
12 natural conversational exchanges
Real-time web search integration for up-to-date information
Fully editable generated scripts! โœ๏ธ

๐Ÿ’ก Use Cases
๐Ÿ“– Educational Content

Transform complex research papers into easy-to-understand podcasts
Create English learning materials in your own voice

๐Ÿ“ฐ News & Information

Convert international articles into engaging audio content
Produce global trend analysis podcasts

๐ŸŽจ Creative Content

Tell stories in English with your own voice
Build your global personal brand with custom audio content

๐Ÿ› ๏ธ Tech Stack
๐Ÿง  LLM: Llama CPP + Private-BitSix-Mistral
๐Ÿ—ฃ๏ธ TTS: Chatterbox (Voice Cloning & Emotional Expression)
๐Ÿ” Search: Brave Search API
๐Ÿ“„ Document Processing: LangChain + PyPDF
๐Ÿ–ฅ๏ธ Interface: Gradio
๐ŸŽ‰ What Makes Us Special

๐ŸŽค Voice Cloning: Perfect voice replication from just a short audio sample
๐Ÿ˜Š Emotion Contro ๐Ÿ“ Unlimited Length ๐Ÿ”„ Real-time Updates
  • 1 reply
ยท
openfreeย 
posted an update 17 days ago
view post
Post
2585
๐Ÿง  AI Brand Naming with 15 Specialized Theories

๐ŸŽฏ Core Features
15 Expert Theories for professional brand naming
Bilingual Support Korean/English for global brands
Unified Evaluation System creativity/memorability/relevance scores
Real-time Visualization theory-specific custom designs

openfree/Naming

๐Ÿ”ฌ Applied Theories
Cognitive Theories (4)
๐ŸŸฆ Square Theory - Semantic square structure with 4-word relationships
๐Ÿ”Š Sound Symbolism - Psychological connections between phonemes and meaning
๐Ÿง  Cognitive Load - Minimized processing for instant recognition
๐Ÿ‘๏ธ Gestalt Theory - Perceptual principles where whole exceeds parts

Creative Theories (3)
๐Ÿ”€ Conceptual Blending - Merging concepts to create new meanings
๐Ÿ”ง SCAMPER Method - 7 creative transformation techniques
๐ŸŒฟ Biomimicry - Nature-inspired wisdom from 3.8 billion years of evolution

Strategic Theories (2)
โœ… Jobs-to-be-Done - Customer-centric problem-solving focus
๐Ÿ’ญ Design Thinking - Human-centered innovation methodology

Cultural Theories (3)
๐ŸŽญ Jung's Archetype - 12 universal archetypes for emotional connection
๐ŸŒ Linguistic Relativity - Cross-cultural thinking patterns consideration
๐Ÿงฌ Memetics - Cultural transmission and evolutionary potential

Differentiation Theories (3)
โšก Von Restorff Effect - Uniqueness for 30x better recall
๐ŸŽจ Color Psychology - Emotional associations and color meanings
๐ŸŒ Network Effects - Value maximization through network structures

๐Ÿ’ซ Special Features
Each theory provides unique visualizations and customized analysis:

Square Theory โ†’ 4-corner relationship diagram
Blending โ†’ Concept fusion flowchart
Color โ†’ Interactive color palette display
Theory-specific insights for each approach

๐ŸŽจ Output Information
Core: Brand name, slogan, values, emotions, personality
Visual: Colors, concepts, typography styles
Linguistic: Pronunciation, etymology, global adaptability
Strategic: Differentiation, positioning, growth potential
Theory-specific...
openfreeย 
posted an update 20 days ago
view post
Post
3734
๐ŸŽ™๏ธ AI Podcast Generator - Professional Conversation Creation Tool

๐Ÿ“– Project Overview
Transform any URL, PDF, or keyword into professional podcast conversations automatically! This AI-powered tool creates engaging, expert-level dialogues in minutes. ๐Ÿš€

openfree/AI-Podcast

โœจ Key Features: Multiple Input
URL: Web articles, blog posts, news content
PDF: Research papers, documents, reports
Keywords: Topics like "AI Ethics", "Quantum Computing"

๐Ÿค– Smart AI Conversation Generation
Local LLM: Mistral-Small 24B model for privacy protection
API Fallback: Together AI API support
Expert Style: In-depth discussions between host and expert
Length: 12-20 exchanges for comprehensive coverage

๐ŸŒ Multilingual Support
English: Alex (Host) & Jordan (Expert)
Korean: Junsu (Host) & Minho (Expert)

๐ŸŽต High-Quality Text-to-Speech
Edge-TTS: Natural cloud-based voices
Spark-TTS: Local AI voice model
MeloTTS: GPU-powered local synthesis

๐Ÿ” Real-time Information Search
Brave Search API for latest information retrieval
Automatic content generation from keywords

๐ŸŽฏ How to Use
Select Input: Choose URL/PDF/Keyword
Set Language: Korean or English
Generate Dialogue: AI creates professional podcast script
Edit Freely: Modify the generated conversation as needed
Create Audio: Generate audio with your preferred TTS engine

๐Ÿ’ก What Makes It Special
Professional Quality: Deep analysis rather than simple summaries
Data-Driven: Includes statistics, research findings, real examples
Fully Editable: Customize conversations after generation
Offline Capable: Works without internet using local models

๐ŸŽ‰ Output
Creates approximately 5-minute professional podcast episodes:

๐Ÿ“ Editable conversation scripts
๐ŸŽ™๏ธ High-quality audio files
๐Ÿ’ก Expert-level insights and analysis

๐Ÿค Community & Support
For questions, feature requests, or technical issues, please reach out through the Community tab above. We'd love to hear your feedback and help you create amazing podcast content!
  • 3 replies
ยท
openfreeย 
posted an update 24 days ago
view post
Post
3505
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€

VIDraft/NH-Prediction
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
ginipickย 
posted an update 26 days ago
view post
Post
3792
AI BOOK MAKER ๐Ÿ“šโœจ
Transform your text and PDF into a beautiful AI-powered intelligent Flipbook with magic ๐Ÿช„

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
openfreeย 
posted an update 26 days ago
view post
Post
3878
๐ŸŒŸ AI Website Gallery Manager ๐ŸŒŸ

๐Ÿ“š Introduction
Hello everyone! I'm excited to introduce the AI Website Gallery Manager! ๐ŸŽ‰

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