nicetoolbox.detectors.method_detectors.spiga.spiga_detector.Spiga¶

class nicetoolbox.detectors.method_detectors.spiga.spiga_detector.Spiga(io: SequenceIO, data: SequenceData, sequence_context: SequenceRuntimeConfig, algorithm_instance: str)[source]¶

SPIGA is a method detector that computes the head_orientation component.

Component: head_orientation

components¶

A list containing the name of the component: head_orientation

algorithm¶

Algorithm name used to compute the head_orientation component.

camera_names¶

List of camera names used to capture original input data.

Initialize base method detector with references.

Methods

`compute_output_folders`	Compute extra output folders for all components.
`compute_result_folders`	Compute result folders for all components.
`compute_viz_folders`	Compute visualization folders for all components.
`post_inference`	Calculate head orientation in 2D image after SPIGA inference.
`run`	Execute method detector: run subprocess inference + post_inference.
`visualization`	Visualize detector output.

Attributes

`algorithm_type`
`components`
`inference_package_name`
`predictions_mapping`	Access predictions mapping from runtime config.
`runtime`
`os_type`
`conda_path`
`venv`
`env_name`
`script_path`
`visualize`
`requires_out_folder`
`out_folders`
`result_folders`
`viz_folders`
`config_paths`
`data`
`io`
`sequence_context`
`detector_config`
`algorithm_instance`
`inference_config`

compute_output_folders(requires_out_folder: bool) → Dict[str, str]¶: Compute extra output folders for all components.

compute_result_folders() → Dict[str, str]¶: Compute result folders for all components.

compute_viz_folders(visualize: bool) → Dict[str, str]¶: Compute visualization folders for all components.

post_inference()[source]¶: Calculate head orientation in 2D image after SPIGA inference.

property predictions_mapping¶: Access predictions mapping from runtime config.

run() → None¶

Execute method detector: run subprocess inference + post_inference.

Returns None - visualization uses external data.

visualization(data)[source]¶

Visualize detector output.