I found one called the Caltech 101 but they are fairly low resolution and I am wondering if anybody knows of a similar sort of dataset in higher resolution.
Caltech 101: https://people.cs.umass.edu/~marlin/data.shtml
submitted by /u/The-White-Furry
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