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Transfer learning

Re-using trained models

  • For may common problems, you can import pre-trained models and just use them.
    • Image classification (ResNet, Inception, MobileNet, Oxford VGG)
    • NLP (word2vec, GloVe)
  • Use them as-is, or tune them for your application
  • Model Zoos
    • Caffe Model Zoo

Python notebook: https://github.com/daviskregers/data-science-recap/blob/main/36-keras-transfer-learning.ipynb