Releasing v. 2.3 of ManyNames, an object naming dataset with 25K objects in real world images (English, plus partial coverage in Catalan and Mandarin Chinese). Check it out!
amore-upf.github.io/manynames/
(New in this version: further data cleaning, speaker ID, more lexical info)