ImageData Layer

• Layer type: ImageData
• Doxygen Documentation
• Header: ./include/caffe/layers/image_data_layer.hpp
• CPU implementation: ./src/caffe/layers/image_data_layer.cpp

Parameters

• Parameters (ImageDataParameter image_data_parameter)

  • Required
    • source: name of a text file, with each line giving an image filename and label
    • batch_size: number of images to batch together
  • Optional
    • rand_skip
    • shuffle [default false]
    • new_height, new_width: if provided, resize all images to this size

• From ./src/caffe/proto/caffe.proto:

{% highlight Protobuf %} {% include proto/ImageDataParameter.txt %} {% endhighlight %}