Is any one working on a deep neural net implementation?

177 views
Skip to first unread message

Debayan Banerjee

unread,
Jun 4, 2014, 5:03:08 AM6/4/14
to tesser...@googlegroups.com
Hi,

I am contemplating porting the classifier to a deep neural net, probably https://github.com/BVLC/caffe. Anyone already working on this?

This should allow Tesseract to recognise some of the more complicated scripts as well (Indic, Arabic, Chinese).

--
Debayan Banerjee

Nick White

unread,
Jun 4, 2014, 9:12:32 AM6/4/14
to tesser...@googlegroups.com
Hi Debayan,
Tesseract does have a neural net implementation, called 'cube', and
it is used for Arabic and a few other scripts.

That said, it is now easier to add different classifier systems to
Tesseract; see some of the slides and code from Ray's recent talks:
https://drive.google.com/folderview?id=0B7l10Bj_LprhQnpSRkpGMGV2eE0&usp=sharing
So by all means have a go and see if you can do better than cube!
Also there are no training tools available for cube, which is a
pain, so a neural net implementation that included them would be a
good thing to have.

Nick

Debayan Banerjee

unread,
Jun 8, 2014, 1:22:21 PM6/8/14
to tesser...@googlegroups.com
Nick,

Can you point me to a tif/box pair file for english data so I can start working on this?



--
You received this message because you are subscribed to the Google Groups "tesseract-ocr" group.
To unsubscribe from this group and stop receiving emails from it, send an email to tesseract-oc...@googlegroups.com.
To post to this group, send email to tesser...@googlegroups.com.
Visit this group at http://groups.google.com/group/tesseract-ocr.
To view this discussion on the web visit https://groups.google.com/d/msgid/tesseract-ocr/20140604131150.GA8694%40manta.lan.
For more options, visit https://groups.google.com/d/optout.



--
Debayan Banerjee

Debayan Banerjee

unread,
Jun 8, 2014, 1:22:49 PM6/8/14
to tesser...@googlegroups.com

Barrie Treloar

unread,
Sep 9, 2014, 11:08:40 PM9/9/14
to tesser...@googlegroups.com
Are you making any progress with this?

Debayan Banerjee

unread,
Sep 10, 2014, 5:47:18 AM9/10/14
to tesser...@googlegroups.com
Actually, no. I ended up not spending much time on it.


For more options, visit https://groups.google.com/d/optout.



--
Debayan Banerjee
Reply all
Reply to author
Forward
0 new messages