💻 Medicine-Label-OCR-NER

• A desktop application.
• Upload image of backside of medicine blister packet (with label information printed).
• Detailed information about medicine and it's consumption from reliable source.
• Medicine collection from Nepalese Authority.

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📋 Table of Contents

• Minor Project
• Requirements
• Screenshots
• How to Use

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🛠️ Requirements

• Tkinter
• PaddleOCR
• SpaCy
• MySQL
• OpenCV
• Pillow
• Matplotlib

pip install -r requirements.txt

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📷 Snapshots

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👉 How to Use

To run the notebooks locally, follow these steps:

1. Clone the repository:

   git clone https://github.com/xaxm007/Minor-Project.git
   cd Minor-Project

2. Install the required dependencies:

   Create a conda env:

   conda create -n <your-environment-name>

   pip install -r requirements.txt

   or create conda environment medsys using environment.yml file.

   conda env create -f environment.yml

3. Setup MySQL database:

   1. Install MySQL Server on your local machine and start the server.

   2. Open MySQL with --local-infile enabled:

      mysql --local-infile=1 -u <your-username> -p

   3. Create Database and Load CSV file:

      CREATE DATABASE  <your-database-name>;

      USE <your-database-name>;

      CREATE TABLE <your-table-name> (
         ID INT PRIMARY KEY,
         DRUG_NAME TEXT,
         DOSAGE_FORM_AND_STRENGTH LONGTEXT,
         INDICATIONS LONGTEXT,
         CONTRAINDICATIONS_OR_PRECAUTIONS LONGTEXT,
         DOSAGE_SCHEDULE LONGTEXT,
         ADVERSE_EFFECTS LONGTEXT,
         DRUG_AND_FOOD_INTERACTIONS LONGTEXT
      );

      SHOW tables;

      DESCRIBE <your-table-name>;

      LOAD DATA LOCAL INFILE '/path/to/data.csv'
      INTO TABLE med_info
      FIELDS TERMINATED BY ','
      ENCLOSED BY '"'
      LINES TERMINATED BY '\n'
      IGNORE 1 ROWS;

      or create database medicine and table med-info using setup.sql file.

      Note: adjust the CSV file path if necessary

      cd Database/sql
      source setup_db.sql;

      or create same database as the actual implementation using database_copy.sql file.

      cd Database/sql
      source database_copy.sql

4. Run Python Script:

   cd GUI/tkinter-app

   Note: Fill your username and password in line 181 in app.py to run the app.

   conda activate <your-environment-name>
   python app.py

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📎 Citation:

If you use our code or our dataset please cite us.

@software{Medicine Label Extraction and Analysis,
author = {Pokharel, A.K and  Maharjan, Saksham},
month = {10},
title = {{Medicine Label NER}},
url = {https://github.com/ayyp1/Medicine-Label-analysis-NER},
version = {1.0.1},
year = {2023}

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