Advanced features¶

Control of OCR options¶

OCRmyPDF provides many features to control the behavior of the OCR engine, Tesseract.

When OCR is skipped¶

If a page in a PDF seems to have text, by default OCRmyPDF will exit without modifying the PDF. This is to ensure that PDFs that were previously OCRed or were “born digital” rather than scanned are not processed.

If --skip-text is issued, then no OCR will be performed on pages that already have text. The page will be copied to the output. This may be useful for documents that contain both “born digital” and scanned content, or to use OCRmyPDF to normalize and convert to PDF/A regardless of their contents.

If --force-ocr is issued, then all pages will be rasterized to images, discarding any hidden OCR text, and rasterizing any printable text. This is useful for redoing OCR, for fixing OCR text with a damaged character map (text is selectable but not searchable), and destroying redacted information.

Time and image size limits¶

By default, OCRmyPDF permits tesseract to run for three minutes (180 seconds) per page. This is usually more than enough time to find all text on a reasonably sized page with modern hardware.

If a page is skipped, it will be inserted without OCR. If preprocessing was requested, the preprocessed image layer will be inserted.

If you want to adjust the amount of time spent on OCR, change --tesseract-timeout. You can also automatically skip images that exceed a certain number of megapixels with --skip-big. (A 300 DPI, 8.5×11” page is 8.4 megapixels.)

# Allow 300 seconds for OCR; skip any page larger than 50 megapixels
ocrmypdf --tesseract-timeout 300 --skip-big 50 bigfile.pdf output.pdf

Overriding default tesseract¶

OCRmyPDF checks the system PATH for the tesseract binary.

Some relevant environment variables that influence Tesseract’s behavior include:

TESSDATA_PREFIX¶: Overrides the path to Tesseract’s data files. This can allow simultaneous installation of the “best” and “fast” training data sets. OCRmyPDF does not manage this environment variable.

OMP_THREAD_LIMIT¶: Controls the number of threads Tesseract will use. OCRmyPDF will manage this environment if it is not already set. (Currently, it will set it to 1 because this gives the best results in testing.)

For example, if you are testing tesseract 4.00 and don’t wish to use an existing tesseract 3.04 installation, you can launch OCRmyPDF as follows:

env \
        PATH=/home/user/src/tesseract4/api:$PATH \
        TESSDATA_PREFIX=/home/user/src/tesseract4 \
        ocrmypdf --tesseract-oem 2 input.pdf output.pdf

In this example TESSDATA_PREFIX directs Tesseract 4.0 to use LSTM training data. --tesseract-oem 1 requests tesseract 4.0’s new LSTM engine. (Tesseract 4.0 only.)

Overriding other support programs¶

In addition to tesseract, OCRmyPDF uses the following external binaries:

gs (Ghostscript)
unpaper
qpdf

In each case OCRmyPDF will search the PATH environment variable to locate the binaries.

Changing tesseract configuration variables¶

You can override tesseract’s default control parameters with a configuration file.

As an example, this configuration will disable Tesseract’s dictionary for current language. Normally the dictionary is helpful for interpolating words that are unclear, but it may interfere with OCR if the document does not contain many words (for example, a list of part numbers).

Create a file named “no-dict.cfg” with these contents:

load_system_dawg 0
language_model_penalty_non_dict_word 0
language_model_penalty_non_freq_dict_word 0

then run ocrmypdf as follows (along with any other desired arguments):

ocrmypdf --tesseract-config no-dict.cfg input.pdf output.pdf

Warning

Some combinations of control parameters will break Tesseract or break assumptions that OCRmyPDF makes about Tesseract’s output.

Changing the PDF renderer¶

rasterizing: Converting a PDF to an image for display.
rendering: Creating a new PDF from other data (such as an existing PDF).

OCRmyPDF has three PDF renderers: sandwich, hocr, tesseract. The renderer may be selected using --pdf-renderer. The default is auto which lets OCRmyPDF select the renderer to use. Currently, auto selects sandwich for Tesseract 3.05.01 or newer, or hocr for older versions of Tesseract.

The `sandwich` renderer¶

The sandwich renderer uses Tesseract’s new text-only PDF feature, which produces a PDF page that lays out the OCR in invisible text. This page is then “sandwiched” onto the original PDF page, allowing lossless application of OCR even to PDF pages that contain other vector objects.

Currently this is the best renderer for most uses, however it is implemented in Tesseract so OCRmyPDF cannot influence it. Currently some problematic PDF viewers like Mozilla PDF.js and macOS Preview have problems with segmenting its text output, and mightrunseveralwordstogether.

When image preprocessing features like --deskew are used, the original PDF will be rendered as a full page and the OCR layer will be placed on top.

This renderer requires Tesseract 3.05.01 or newer.

The `hocr` renderer¶

The hocr renderer works with older versions of Tesseract. The image layer is copied from the original PDF page if possible, avoiding potentially lossy transcoding or loss of other PDF information. If preprocessing is specified, then the image layer is a new PDF.

Unlike sandwich this renderer is implemented within OCRmyPDF; anyone looking to customize how OCR is presented should look here. A major disadvantage of this renderer is it not capable of correctly handling text outside the Latin alphabet. Pull requests to improve the situation are welcome.

Currently, this renderer has the best compatibility with Mozilla’s PDF.js viewer.

This works in all versions of Tesseract.

The `tesseract` renderer¶

The tesseract renderer creates a PDF with the image and text layers precomposed, meaning that it always transcodes, loses image quality and rasterizes any vector objects. It does a better job on non-Latin text and document structure than hocr.

If a PDF created with this renderer using Tesseract versions older than 3.05.00 is then passed through Ghostscript’s pdfwrite feature, the OCR text may be corrupted. The --output-type=pdfa argument will produce a warning in this situation.

This renderer is deprecated and will be removed whenever support for older versions of Tesseract is dropped.