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updated the model with helper function to get the completed and the correct output
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A newer version of the Gradio SDK is available: 6.2.0

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metadata
title: Receipt Extractor
emoji: ⚡
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 5.47.0
app_file: app.py
pinned: false

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

⚡ Receipt Extractor

A simple web application to extract information from receipt images using YOLOv8 and EasyOCR. Built with Gradio for an interactive interface.

Features

  • Detects and extracts:
    • Merchant Name
    • Date
    • Total Amount
    • Items with prices
    • Time, Discount, and Tax (if present)
  • Handles receipts with multiple items.
  • Interactive web interface via Gradio.

Tech Stack

  • Python 3.12+
  • YOLOv8 (Ultralytics) – Object Detection
  • EasyOCR – Text Extraction
  • OpenCV – Image Processing
  • Gradio – Web Interface
  • NumPy – Numerical Operations

Installation (Local / Colab)

  1. Clone the repository:
git clone git clone https://huggingface.co/spaces/Sivakkanth/receipt-extractor
cd receipt-extractor