tesseract-ocrHow can I use Tesseract to perform zonal OCR?
Tesseract is an open source OCR engine that can be used to perform zonal OCR. Zonal OCR is the process of extracting text from a specific area of an image. To perform zonal OCR with Tesseract, you need to do the following:
-
Pre-process the image to isolate the text you want to extract. This can be done with a variety of image processing techniques such as thresholding, blurring, and edge detection.
-
Use the Tesseract API to set the region of interest in the image. This can be done with the
SetImage()
function. -
Use the Tesseract API to recognize the text in the region of interest. This can be done with the
Recognize()
function. -
Use the Tesseract API to get the recognized text from the region of interest. This can be done with the
GetUTF8Text()
function.
Example code
// Load image
Pix* image = pixRead("image.png");
// Set region of interest
Box* box = boxCreate(50, 50, 200, 200);
api.SetImage(image);
api.SetRectangle(box);
// Recognize text
api.Recognize(NULL);
// Get recognized text
char* text = api.GetUTF8Text();
printf("Recognized text: %s\n", text);
Output example
Recognized text: This is some text.
Helpful links
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