Hugging Face's logo

Spaces:
prans-cs55
/
text_extractor
Running

App Files Community
text_extractor
File size: 1,573 Bytes 
2625f4f
 
 
 
 
 
 
 
 
 
 
 
 
a4d2f09
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
 
---
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