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    • Best Practices for Fine-tuning Visual Classifiers to New Domains. 

      Chu, Brian; Madhavan, Vashisht; Beijbom, Oscar; Hoffman, Judy; Darrell, Trevor (Springer, Switzerland, 2016)
      Recent studies have shown that features from deep convolutional neural networks learned using large labeled datasets, like ImageNet, provide effective representations for a variety of visual recognition tasks. They achieve ...