irisml-tasks-fiftyone 0.0.4

IrisML tasks for fiftyone

irisml-tasks-fiftyone

IrisML tasks for fiftyone-related integration. Using these tasks, you can view datasets and prediction results on the fiftyone interface.

For the detail of fiftyone, please visit their repository.

For the detail of IrisML, please visit IrisML repository.

Installation

pip install irisml-tasks-fiftyone

Tasks

launch_fiftyone

class Inputs:
    dataset: torch.utils.data.Dataset
    predictions: Optional[List]
    class_names: Optional[List[str]]

class Config:
    task_type: Literal['multiclass_classification', 'multilabel_classification', 'object_detection', 'phrase_grounding', 'key_value_pair']
    duration: int

This task launches a fiftyone app, then sleeps for config.duration seconds. Currently Image Classification, Object Detection, Phrase Grounding, and Key Value Pair tasks are supported.