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land-classification

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jeetgoyal80 / FRA-Portal

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FRA Atlas AI is an intelligent forest rights digitization and monitoring system that automates document verification via OCR, classifies land using CNN & ISRO Bhuvan data, and powers a LangChain-based Decision Support System for transparent, data-driven governance.

ocr gis pandas postgis data-cleaning cnn-model decision-support-system smart-india-hackathon react-frontend document-digitization langchain government-technology llm-integration fastapi-backend geospatial-ai fra-atlas forest-rights-act land-classification isro-bhuvan
  • Updated Oct 22, 2025
  • TypeScript

fvalerii / geospatial-land-classification

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🛰️ Geospatial Land Classification study using Hybrid CNN-ViT architectures. Implemented across TensorFlow & PyTorch, featuring custom satellite imagery ETL and comparative analysis of Attention vs. Convolutions. Developed for the IBM Professional Capstone.

computer-vision tensorflow keras cnn geospatial-data pytorch trasnfer-learning hybrid-learning deep-learning-pipelines vision-transformer land-classification
  • Updated Feb 10, 2026
  • Jupyter Notebook

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