Spaces:
Running
Running
| 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 | |
| 👉https://huggingface.co/spaces/prans-cs55/text_extractor |