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Answer Sheet Extractor

A Streamlit application to extract register numbers and subject codes from answer sheet images using YOLO for detection and CRNN models for text extraction.

Prerequisites

  • Python 3.8+
  • CUDA-enabled GPU (optional, for faster processing)
  • Model files: weights.pt, best_crnn_model(git).pth, best_subject_model_final.pth (not included in repository due to size)

Installation

  1. Clone the repository:
    git clone https://github.com/your-username/answer-sheet-extractor.git
    cd answer-sheet-extractor

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A Streamlit application to extract register numbers and subject codes from answer sheet images using YOLO for detection and CRNN models for text extraction.

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  • Python 100.0%