Update README in setup.py
parent
5a34d0a845
commit
7e5516eb5d
@ -0,0 +1,60 @@
|
||||
|
||||
# Table of Contents
|
||||
|
||||
|
||||
|
||||
This python package contains modules to help with finding and extracting tabular
|
||||
data from a PDF or image into a CSV format.
|
||||
|
||||
Given an image that contains a table…
|
||||
|
||||
![img](resources/examples/example-page.png)
|
||||
|
||||
Extract the the text into a CSV format…
|
||||
|
||||
PRIZE,ODDS 1 IN:,# OF WINNERS*
|
||||
$3,9.09,"282,447"
|
||||
$5,16.66,"154,097"
|
||||
$7,40.01,"64,169"
|
||||
$10,26.67,"96,283"
|
||||
$20,100.00,"25,677"
|
||||
$30,290.83,"8,829"
|
||||
$50,239.66,"10,714"
|
||||
$100,919.66,"2,792"
|
||||
$500,"6,652.07",386
|
||||
"$40,000","855,899.99",3
|
||||
1,i223,
|
||||
Toa,,
|
||||
,,
|
||||
,,"* Based upon 2,567,700"
|
||||
|
||||
The package is split into modules with narrow focuses.
|
||||
|
||||
- `pdf_to_images` uses Poppler and ImageMagick to extract images from a PDF.
|
||||
- `extract_tables` finds and extracts table-looking things from an image.
|
||||
- `extract_cells` extracts and orders cells from a table.
|
||||
- `ocr_image` uses Tesseract to OCR the text from an image of a cell.
|
||||
- `ocr_to_csv` converts into a CSV the directory structure that `ocr_image` outputs.
|
||||
|
||||
The outputs of a previous module can be used by a subsequent module so that they
|
||||
can be chained together to create the entire workflow, as demonstrated by the
|
||||
following shell script.
|
||||
|
||||
#!/bin/sh
|
||||
|
||||
PDF=$1
|
||||
|
||||
python -m table_ocr.pdf_to_images $PDF | grep .png > /tmp/pdf-images.txt
|
||||
cat /tmp/pdf-images.txt | xargs -I{} python -m table_ocr.extract_tables {} | grep table > /tmp/extracted-tables.txt
|
||||
cat /tmp/extracted-tables.txt | xargs -I{} python -m table_ocr.extract_cells {} | grep cells > /tmp/extracted-cells.txt
|
||||
cat /tmp/extracted-cells.txt | xargs -I{} python -m table_ocr.ocr_image {}
|
||||
|
||||
for image in $(cat /tmp/extracted-tables.txt); do
|
||||
dir=$(dirname $image)
|
||||
python -m table_ocr.ocr_to_csv $(find $dir/cells -name "*.txt")
|
||||
done
|
||||
|
||||
The package was written in a [literate programming](https://en.wikipedia.org/wiki/Literate_programming) style. The source code at
|
||||
<https://eihli.github.io/image-table-ocr/pdf_table_extraction_and_ocr.html> is
|
||||
meant to act as the documentation and reference material.
|
||||
|
Loading…
Reference in New Issue