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python-3.xpython-camelot

Python Camelot borderless table extraction issue


I'm trying hard to extract some borderless table as show in the below image which are from pdf files. I have installed python-camelot as shown here and is working fine for bordered tables only. Please find below details:

platform - Linux-4.5.5-300.fc24.x86_64-x86_64-with-fedora-24-Twenty_Four

sys - Python 3.6.1 (default, May 15 2017, 11:42:04)[GCC 6.3.1 20161221 (Red Hat 6.3.1-1)]

numpy - NumPy 1.15.4

cv2 - OpenCV 3.4.3

camelot - Camelot 0.3.2enter image description here


Solution

  • To improve the detected area, you can increase the edge_tol (default: 50) value to counter the effect of text being placed relatively far apart vertically. Larger edge_tol will lead to longer textedges being detected, leading to an improved guess of the table area. Let’s use a value of 500.

    >>> tables = camelot.read_pdf('edge_tol.pdf', flavor='stream', edge_tol=500)
    >>> camelot.plot(tables[0], kind='contour')
    >>> plt.show()
    >>> tables[0].df