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iNaturalist keeps full species classification models private
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iNaturalist makes a subset of its machine learning models publicly available while keeping full species classification models private due to intellectual property considerations and organizational policy. Here's a rough script for OS X assuming you already have homebrew, Python, and virtualenv installed. If the device you're installing on has AVX extensions (check flags in /proc/cpuinfo), try compiling tensorflow for better performance: https://www.tensorflow.org/install/install_sources This is a good idea on AWS or bare metal, but won't make a difference on Rackspace due to them using an old hypervisor.
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