As training sets become huge, the risk that test and training sets overlap is serious. We provide ObjectNet with a 1 pixel red border around each image which must be removed before performing inference. The ObjectNet license requires that if you post images from ObjectNet to the web, you include this border. Any time you see an image with a solid 1 pixel red border, that's an indication it's in someone's test set and you should be careful about training on it. Reverse image search will allow you to figure out which test set it is from.
Plese read this section, ObjectNet has an unusual license!
ObjectNet is free to use for both research and commercial applications. The authors own the source images and allow their use under a license derived from Creative Commons Attribution 4.0 with only two additional clauses.
If you are using ObjectNet, please cite our work, the citation appears at the bottom of this page. Any derivative of ObjectNet must contain attribution as well.
This work was supported, in part by, the Center for Brains, Minds and Machines, CBMM, NSFSTC award CCF-1231216, the MIT-IBM Brain-Inspired Multimedia Comprehension project, the Toyota Research Institute, and the SystemsThatLearn@CSAIL initiative.