However, some people define children pornography very broadly, even children taking a bath, running around naked in the garden etc.

In the United States, at least, an image has to depict "sexually explicit conduct" in order to qualify as child pornography, so I don't think most images of the sort you describe would qualify. It is probably true, however, that "sexually explicit conduct" is quite often interpreted by the judiciary in an implausibly broad manner.