Spaces:
Running
A newer version of the Gradio SDK is available:
6.1.0
title: Text Extractor
emoji: 👀
colorFrom: gray
colorTo: indigo
sdk: gradio
sdk_version: 6.0.2
app_file: app.py
pinned: false
license: mit
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
.
🧠 OCR Text Extractor + Summarizer
An AI-powered tool that extracts text from images using Tesseract OCR and then summarizes it using a transformer model. Upload any image (screenshots, photos, scanned documents, notes) → Get clean extracted text + an AI summary.
🚀 Features
📤 Upload an image with text
🔎 Extracts text using Tesseract OCR
✨ Summarizes extracted text using HuggingFace transformers
⚡ Fast, simple Gradio UI
🛠️ Works on CPU — no GPU required
🧩 How it Works
Image is processed with Tesseract OCR
Extracted text is cleaned
Text is fed into a pretrained summarization model
Output summary is displayed instantly
🗂️ Project Structure ├── app.py ├── requirements.txt ├── packages.txt └── README.md
📦 Dependencies Python packages (requirements.txt) gradio pillow pytesseract transformers torch tesseract
System packages (packages.txt) tesseract-ocr tesseract-ocr-eng
These ensure Tesseract OCR runs correctly on HuggingFace Spaces.
▶️ Running Locally pip install -r requirements.txt python app.py
📸 Demo
Just upload an image → click Submit → done!
🙌 Acknowledgements
Tesseract OCR
HuggingFace Transformers
Gradio for UI
🔗 Try the live Space