Finding text between two lines using Python OpenCV

Finding text between two lines using Python and OpenCV involves several steps, including image preprocessing, text detection, and region of interest (ROI) extraction. In this tutorial, I'll guide you through the process using a simple code example.
Before you begin, make sure you have OpenCV installed. You can install it using the following:
Now, let's import the required libraries in your Python script.
Load the image and preprocess it to enhance the text visibility. We'll use grayscale conversion and adaptive thresholding.
Use OpenCV's text detection module to locate text regions in the image.
Define the two lines between which you want to extract the text. Iterate through the detected rectangles and filter out the text within the specified lines.
Display the original image and the extracted text regions.
This tutorial provides a basic example of finding text between two lines using OpenCV in Python. Depending on your specific use case, you may need to adjust parameters and fine-tune the code to achieve optimal results. Additionally, consider exploring other text detection models and techniques for improved performance on different types of images.
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