Finally putting object workflow in master.

* Workflow uses latest ilastik changes, such as lane functionality.

* Object Extraction functionality no longer duplicated in object
  classification and tracking workflows.

* Dirty propagation works correctly for labeling.

* updated tests.

* Supports multiple forests in parallel.

* Serialization uses SerialSlots functionality, including new
  SerialDictSlot for labels.