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metadata 
title: Heat Treatment API
emoji: 🔥
colorFrom: red
colorTo: yellow
sdk: docker
pinned: false
app_port: 7860

🔥 Heat Treatment Backend API

Python FastAPI Deployment

This folder contains the FastAPI backend for the Intelligent Document Processing (IDP) application, specifically tailored for analyzing and extracting structured data from complex Heat Treatment log sheets.

✨ Key Features

  • Automated Data Extraction: Leverages PaddleOCR for printed text and TrOCR for handwriting recognition.
  • Intelligent Mapping: Utilizes Google's Gemini LLM for reasoning and precise field mapping from unstructured log sheets.
  • FastAPI Server: High-performance, asynchronous REST API.
  • MongoDB Integration: Seamless storage and retrieval of processed log sheet data.
  • Automated CI/CD: Integrated with GitHub Actions for continuous deployment to Hugging Face Spaces.

🛠️ Tech Stack

  • Framework: FastAPI
  • Machine Learning: OpenCV, PaddleOCR, Transformers (TrOCR), Google Generative AI (Gemini)
  • Database: MongoDB Atlas
  • Deployment: Docker, Hugging Face Spaces