Image Classification/Recognition

[PS]

Hi,

To begin with, thank you for working on scikit-image. I am a beginner in 
image processing and want to perform the following 
classification/recognition task:

I have a set of 10,000 images (4k labeled and 6k unlabeled). It contains 
images of people, animals, nature, etc. From this set, I want to recognize 
all the images that have people in them. 

Can someone please point me to some resource/example showing how to perform 
such type of classification? Just in case, if you think scikit-image is not 
a good library to perform such type of task, can you please guide me to 
other python based library? 

Much thanks.
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