https://github.com/bieanimaton/text-detection

Machine Learning and Computer Vision project to text detection in image.
https://github.com/bieanimaton/text-detection

books detection machine-learning opencv python tesseract text text-detection

Last synced: about 1 month ago
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Machine Learning and Computer Vision project to text detection in image.

• Host: GitHub
• URL: https://github.com/bieanimaton/text-detection
• Owner: BieAnimaton
• Created: 2020-11-04T22:29:54.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2020-11-04T23:09:49.000Z (over 5 years ago)
• Last Synced: 2025-09-08T14:48:35.088Z (10 months ago)
• Topics: books, detection, machine-learning, opencv, python, tesseract, text, text-detection
• Language: Python
• Homepage:
• Size: 587 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Text-Detection-M.L

This is a project about Machine Learning and Computer Vision using OpenCV and Tesseract to text detection in image.

## Image

- General text detection

![general text](https://user-images.githubusercontent.com/52220244/98177044-85b60580-1ed8-11eb-9a57-b818425aa5d4.JPG)

- General numbers detection

![general numbers](https://user-images.githubusercontent.com/52220244/98177115-a7af8800-1ed8-11eb-9a9b-51ee81885050.JPG)

- Separed words and numbers detection

![separed words and numbers](https://user-images.githubusercontent.com/52220244/98177172-cd3c9180-1ed8-11eb-81aa-26c639de5d1c.JPG)

- Separed numbers detection

![separed numbers](https://user-images.githubusercontent.com/52220244/98177207-e5141580-1ed8-11eb-99d7-4ab6e3e98aaa.JPG)

## How Install :bookmark_tabs:

```

# Create folder for store the files, like 'TextDetection'

# Clone the project

git clone https://github.com/BieAnimaton/Text-Detection-M.L

# Install the dependencies

pip install pytesseract or install from IDE (PyCharm for example).

install Tesseract for Windows (i was created this project on Windows Machine. If u use Ubuntu or Mac,

need search other tutorial).

After install Tesseract, locate the installation folder.

Confirm if 'C:\\Users\\User\\AppData\\Local\\Tesseract-OCR\\tesseract.exe' is the same location.

Case not, change it.

# To start

python "general text detection.py" 

   or

python [others .py files]

# The project messages will appear on console

```

## Features :hammer_and_wrench:

- Python 3.7

- Tesseract -- Windows 10

- OpenCV