I'm reading a paper on counting cells, humans, etc. Is there an off-the-shelf library for Python/Theano or TensorFlow I could use?
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4 Answers
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I think the OP was asking for a specific library for Theano or TensorFlow that provides off-the-shelf functionality for object identification.
I would look first into scikit image, an image processing library for Python in the Scipy/Numpy stack. It has all sorts of edge detectors, blob detectors, shape identifications, color separations... Look at their gallery of examples.
Btw, counting humans in a crowd may not be so trivial to automate...
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$\begingroup$ You are correct that I am asking for a library. Thanks for your suggestion. Taking a look now... $\endgroup$ Dec 3, 2015 at 9:42
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Yes, there are libraries for TensorFlow and Theano.
Theano Library: An extensive tutorial for the Theano library is also available online.
TensorFlow library: An in-depth official tutorial of TensorFlow. (Highly recommend, if you're going with TensorFlow)
In addition, I would also like to suggest you to have a look at this question regarding open source Python deep learning libraries.
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To see what you can do considering the size(area) of objects, the android app PHOTO COUNT do the job using opencv 3.1 library.
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Not sure I understand the question... TensorFlow is OpenSourced, here is a tutorial
To import the TensorFlow library, all you need to do is:
import tensorflow as tf
