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🚀 Repository Reorganization

Date: June 22, 2025

⚠️ IMPORTANT WARNING:
The repository structure has been completely reorganized for better clarity and future scalability.
Please update your imports and file paths accordingly as some code may break due to path changes.

📂 Project Migration Summary

We've reorganized all projects into a cleaner and more logical structure. Below is the updated mapping:

🌾 Agricultural Solutions

Previous Location New Location
Agriculture/Crop yield predictor src/Agricultural Solutions/Crop Yield Prediction
Agriculture/Crop recommender src/Agricultural Solutions/Crop Recommendation System
Agriculture/Plant disease protection src/Agricultural Solutions/Plant Disease Detection

💰 Financial Analysis

📈 Cryptocurrency

Previous Location New Location
Crypto Prediction/Bitcoin prediction src/Financial Analysis/Cryptocurrency/Bitcoin Price Prediction
Crypto Prediction/Wallet src/Financial Analysis/Cryptocurrency/Crypto Wallet Analysis
Financial/Crypto sentimentalises src/Financial Analysis/Cryptocurrency/Crypto Sentiment Analysis

📊 Market Analysis

Previous Location New Location
Financial/GDP prediction src/Financial Analysis/Market Analysis/GDP Prediction
Financial/Market rate src/Financial Analysis/Market Analysis/Market Rate Analysis
Stock Price Analysis src/Financial Analysis/Market Analysis/Stock Price Prediction

🏢 Business Analytics

Previous Location New Location
Financial/Startup profit predictor src/Financial Analysis/Business Analytics/Startup Profit Prediction
Financial/Statement src/Financial Analysis/Business Analytics/Statement Analysis

🏥 Healthcare

🧬 Disease Detection

Previous Location New Location
Health/Cancer src/Healthcare/Disease Detection/Cancer Detection
Health/Diabetes disease prediction src/Healthcare/Disease Detection/Diabetes Prediction
Health/Heart disease src/Healthcare/Disease Detection/Heart Disease Prediction
Health/Symptoms disease projector src/Healthcare/Disease Detection/Symptoms Analysis

🖼️ Medical Imaging

Previous Location New Location
Federated Learning/Xray src/Healthcare/Medical Imaging/X-ray Analysis
Health/Optical detections src/Healthcare/Medical Imaging/Optical Detection

📟 Health Monitoring

Previous Location New Location
Health/Food classifier src/Healthcare/Health Monitoring/Food Classification
Health/Mental health classifier src/Healthcare/Health Monitoring/Mental Health Analysis
Health/Students health products src/Healthcare/Health Monitoring/Student Health Products

🚗 Transportation & Safety

👨‍✈️ Driver Safety

Previous Location New Location
Road Safety/Driver drowsiness src/Transportation & Safety/Driver Safety/Drowsiness Detection
Road Safety/CCTV prediction src/Transportation & Safety/Driver Safety/CCTV Analysis

🚦 Traffic Management

Previous Location New Location
Data Analysis/Traffic sign src/Transportation & Safety/Traffic Management/Traffic Sign Recognition
Road Safety/Ola bike requests src/Transportation & Safety/Traffic Management/Ride Request Analysis

🚙 Vehicle Analysis

Previous Location New Location
Financial/Car visibility src/Transportation & Safety/Vehicle Analysis/Car Visibility System

🌍 Environmental Monitoring

Previous Location New Location
Data Analysis/Weather prediction src/Environmental Monitoring/Weather Prediction
Data Analysis/Fire detection src/Environmental Monitoring/Fire Detection

🧠 Machine Learning Techniques

Previous Location New Location
Federated Learning/Federated src/Machine Learning Techniques/Federated Learning
Bidirectional STM src/Machine Learning Techniques/Bidirectional STM
Health/OCR src/Machine Learning Techniques/OCR Systems

🆕 Adding New Projects

Available Categories

  • Agricultural Solutions: Crop yield, crop recommendations, plant diseases
  • Financial Analysis: Cryptocurrency, market analysis, business analytics
  • Healthcare: Disease detection, medical imaging, health monitoring
  • Transportation & Safety: Driver safety, traffic management, vehicle analysis
  • Environmental Monitoring: Weather prediction, fire detection
  • Machine Learning Techniques: Specialized ML methodologies
  • Miscellaneous: Everything else

How to Add a New Project

  1. Choose the most suitable category
  2. Create your project folder inside src/[Category]/[Your Project Name]
  3. Submit a pull request (PR) with your additions
  4. If your project doesn't fit, place it temporarily under:
    src/Miscellaneous/
  5. Open an issue if you'd like a new category added

🤖 AI Assistant Prompt for Categorization

Use this prompt to classify new projects:

I'm working on a new AI/ML project titled "[YOUR PROJECT TITLE]" for the repository.
The repository has the following categories:
- Agricultural Solutions
- Financial Analysis
- Healthcare
- Transportation & Safety
- Environmental Monitoring
- Machine Learning Techniques
- Miscellaneous

Based on the title, please suggest:
1. The most appropriate category
2. A suitable subcategory (if applicable)
3. A standardized name for the project folder

🗂️ Requesting a New Category

If no category fits:

  • Use src/Miscellaneous/
  • Open an issue with:
    • Project name & description
    • Reason existing categories don't fit
    • Suggested new category & potential subcategories
    • Any future projects that would belong

📊 Project Count

  • Original Structure: 31 loosely organized projects across 9 folders
  • New Structure: 31 projects in 6 structured categories with subcategories

🧱 Note on Shared Components

The units folder is now located at:
src/units/ for better modular structure and reuse.