Convolutional Low-Resolution Fine-Grained Classification — mentioned by nl

Wed, 17 May 2017 11:46:27 GMT

Check out the (deliberately blurry) examples in https://arxiv.org/pdf/1703.05393.pdf where it can distinguish between blurred, low resolution pictures of different types of crows. It's only ~50% accuracy, but the photos are terrible. Much worse than Facebook pics. OTOH, this is classification into hundreds of classes, not millions like in the case of FB face recognition. (Although of course that can use the connectivity graph as a filter on that too).

Paper and discussion history. A mention is not an endorsement.

Convolutional Low-Resolution Fine-Grained Classification · HackerPapers discussions

Convolutional Low-Resolution Fine-Grained Classification — mentioned by nl