monailabel.deepedit.interaction module

class monailabel.deepedit.interaction.Interaction(deepgrow_probability, transforms, max_interactions, train, click_probability_key='probability')

Bases: object

Ignite process_function used to introduce interactions (simulation of clicks) for DeepEdit Training/Evaluation.

Parameters

• deepgrow_probability (float) – probability of simulating clicks in an iteration

• transforms (Union[Sequence[Callable], Callable]) – execute additional transformation during every iteration (before train). Typically, several Tensor based transforms composed by Compose.

• max_interactions (int) – maximum number of click interactions per iteration if deepgrow training invoked for iteration

• train (bool) – True for training mode or False for evaluation mode

• click_probability_key (str) – key to click/interaction probability

monailabel.deepedit.handlers module monailabel.deepedit.transforms module