cvkit.pose_estimation.processors package

Subpackages

Submodules

cvkit.pose_estimation.processors.processor_interface module

class Processor[source]

Bases: ABC

DISTRIBUTED = False

Indicates whether the processor operates at body part level or skeleton level. If true, this processor can be parallelized for each body part.

META_DATA = None

Processor parameters’ metadata. UI generator uses this information to generate a form.

PROCESSOR_ID = 'abstract'

Unique Processor Identifier.

PROCESSOR_NAME = 'Abstract'

Name of the processor. Used as label by the UI generator.

PROCESSOR_SUMMARY = 'Summary'

Processor summary.

REQUIRES_STATS = False

Indicates whether this processor requires data statistics generated by py:class:.ClusterAnalysis

class ProcessorMetaData(display_name, param_type, default=None, min_val=None, max_val=None, regex='', tooltip='', serialize=True)[source]

Bases: object

Metadata class for describing the parameters of the processor. This class will be used to generate a user interface for the processor. INT, FLOAT, and Text uses text-field. BOOLEAN generates a checkbox. FIXED_RANGE generates a spin-box. NUMPY_ARRAY and DATA_STORE generates a button for file picker. BODY_PART generates a drop-down to select defined body part. GLOBAL_CONFIG does not generate any UI. It is an indication to pass on the global software config to the processor.

Parameters:

  • display_name – This text will be used by the ui generator for label.

  • param_type – One of the predefined static constants defined in this class

  • default – default value

  • min_val – minimum value for INT/FLOAT, minimum length for TEXT and minimum number of elements required for multiple inputs. example: For BODY_PART, setting min_val>1 indicates that the field expects at least one body part.

  • max_val – maximum value for INT/FLOAT, maximum length for TEXT and maximum number of elements required for multiple inputs. example: For BODY_PART, setting max_val=n indicates that the field expects at most n body parts.

  • regex – Regular expression to validate TEXT data.

  • tooltip – This will be set as tooltip by the ui generator.

  • serialize – If true, the data will be stored to file when exported else will be replace by None

BODY_PART = 4

Field expects one or more body parts (Generates n ComboBoxes)

BOOLEAN = 2

Field expects boolean data (Generates n checkboxes)

DATA_STORE = 8

Field expects dictionary containing path and flavor of datastore. (Generates FileDialog button with a ComboBox for selecting flavor)

DIR_PATH = 18

Filed expects a path to a directory (Generates FileDialog button)

FILE_MAP = 16

Field expects a dictionary mapping views to datastores. (user input not required)

FILE_PATH = 17

Field expects a path to a file. (Generates FileDialog button)

FIXED_RANGE = 6

Field expects Float data in fixed range. (Generates SpinBox)

FLOAT = 1

Field expects float data (Generates LineEdit)

GLOBAL_CONFIG = 5

Field expects PoseEstimationConfig (user input not required)

INT = 0

Field expects integer data (Generates LineEdit)

NUMPY_ARRAY = 7

Field expects path to a file containing numpy data (Generates FileDialog button)

TEXT = 3

Field expects string data (Generates LineEdit)

VIEWS = 9

Field expects annotation view names (Generates CheckBoxes)

Module contents