loadtaskdata(dir, Task)
loadtaskdata(dir, method::LearningMethod{Task})

Load a task data container for LearningTask Task stored in dir in a canonical format.

loadtaskdata(dir, ImageClassificationTask; [split = false])

Load a data container for ImageClassificationTask with observations (input = image, target = class).

If split is true, returns a tuple of the data containers split by the name of the grandparent folder.

dir should contain the data in the following canonical format:

• dir
  • split (e.g. “train”, “valid”…)
    • class (e.g. “cat”, “dog”…)
      • image32434.{jpg/png/…}
      • …
    • …
  • …

loadtaskdata(dir, ImageSegmentationTask; [split = false])

Load a data container for ImageSegmentationTask with observations (input = image, target = mask).

If split is true, returns a tuple of the data containers split by the name of the grandparent folder.