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• optional int64 random_seed = 1

• optional ExtendedImageDataParameter.ImageType image_type = 2

• optional float fill_value = 3

• optional string key = 4

  When loading a MAT file, the name of the variable

• optional bool ucm2 = 5

  If true, then the input is assumed to be a UCM map of size (2*h+1, 2*w+1) corresponding to an image of size (h, w). The actual crop_size will be crop_size*2+1, and the offset will make sure to be zero (mod 2).

• optional uint32 shortest_side = 6

  Similar to new_height/new_width, but preserves aspect ratio

• optional uint32 shortest_side_max = 7

  If positive (and should be greater than shortest_side), the actual value for shortest_side will be taken uniformly random from {shortest_side, ..., shortest_side_max}

• optional bool color_perturbation = 8

  Randomly changes the color values

Used in: ExtendedImageDataParameter

• NONE = 0

• IMAGE = 1

• PIXEL = 2

• MAT = 3

• COCO_JSON = 4

• optional SoftmaxKLDLossParameter.LossType type = 1

Used in: SoftmaxKLDLossParameter

• KL_DIVERGENCE = 0

• CROSS_ENTROPY = 1

• repeated uint32 size = 1

• repeated float scale = 1

• repeated float offset_height = 2

• repeated float offset_width = 3

• repeated float activation_mult = 4

  Sometimes the layers may be scaled differently. This allows adding a multiplier to the activations

• optional uint32 bins = 1