Category: Deep Learning

  • Image classification in the (real) Wild

    Image classification in the (real) Wild

    Last time we looked at how to best utilize a GPU when training Deep Learning models. Now it is time to put that to use and build a model that can tell apart the bewilderingly similar looking species of flora and fauna. This kind of image classification is generally called Fine grained visual categorization and…

  • Make the most of your GPU

    Make the most of your GPU

    The last couple of weeks, I have been playing around with data from my favorite app, iNaturalist. The good folks there, have released a dataset with 2.6M images of 10,000 species of assorted beasts and other flora. I’ve been trying to build a model that can separate the Jungle Babbler from the Yellow-Billed Babbler, a…