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1. Preprocess ImageNet validation set.ipynb
2. Benchmark Keras pretrained models on ImageNet.ipynb

How to reproduce ImageNet validation results

This code in this repository can be used to reproduce the ImageNet validation results for Keras pretrained models. A blog post describing this process in more detail is here.

Setup instructions

The ILSVRC2012 validation images should be put in data/val/. The remaining files mentioned in the blog post, and enumerated below, should be put in data/:

  • ILSVRC2012_validation_ground_truth.txt
  • meta.mat
  • synset_words.txt

After the data is organized the notebooks can be run in order to reproduce model validation results.