>>My gut reaction is that this would add overhead, a
dependency on the database, network traffic, etc.  What are your thoughts?

This sbject has been brought many times.
You're right
The purpose of a database is to store information in such a way that it 
can be sorted and searched
more easily. An image file is just a bunch of binary data, there is 
nothing that can be searched or sorted
in an image, except may be in the name of the file.
The best tool to store such information is the file management system in 
the operating system.
You can store anything in the database, like the file name, owner's 
name, image type, sizes, subject, key words,
but the right place of the image itself is in some directory.
Storing the image in the database will just add overhead without any of 
the advantages brought by a database.

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