Detection2DStepSettingsBase

Common base class for 2D detection settings. See OBJ_DET_2D_TYPE for specific detectors.

Member Functions

virtual ~Detection2DStepSettingsBase()=default
virtual OBJ_DET_2D_TYPE type() const =0

JSON Type: string +Requirement: Must be a OBJ_DET_2D_TYPE. Type of the 2D detection step.

Enumerations

Table 1. OBJ_DET_2D_TYPE
Value Description

SET_FULL

All current oriented bounding boxes are set to the full image size (top is up). >>> See Detection2DStepSettings<OBJ_DET_2D_TYPE::SET_FULL>.

SET_ROI

All current oriented bounding boxes are set to a specified ROI (top is up). >>> See Detection2DStepSettings<OBJ_DET_2D_TYPE::SET_ROI>.

SET_ROI_PIPELINE

All current oriented bounding boxes are set to the ROI of the pipeline (top is up). >>> See Detection2DStepSettings<OBJ_DET_2D_TYPE::SET_ROI_PIPELINE>.

SET_OTHER

All current oriented bounding boxes are set to the result of another 2D detection pipeline. >>> See Detection2DStepSettings<OBJ_DET_2D_TYPE::SET_OTHER>.

SET_NETWORK

Applies an object detection network to all current oriented bounding boxes. Returns all detected >>> See Detection2DStepSettings<OBJ_DET_2D_TYPE::SET_NETWORK>.

FILTER_CLASSIFICATION

Applies a classification filter to all current oriented bounding boxes. Filters out all boxes >>> See Detection2DStepSettings<OBJ_DET_2D_TYPE::FILTER_CLASSIFICATION>.

TRANSLATE

Translate all current oriented bounding boxes relative to their current orientation and size. >>> See Detection2DStepSettings<OBJ_DET_2D_TYPE::TRANSLATE>.

ROTATE_ANGLE

Rotate all current oriented bounding boxes by a fixed angle around a fixed point that is relative >>> See Detection2DStepSettings<OBJ_DET_2D_TYPE::ROTATE_ANGLE>.

SCALE

Scale all current oriented bounding boxes by a fixed value from a fixed point that is relative >>> See Detection2DStepSettings<OBJ_DET_2D_TYPE::SCALE>.

SCALE_TO

Scale all current oriented bounding boxes to a fixed aspect ratio from a fixed point that is relative >>> See Detection2DStepSettings<OBJ_DET_2D_TYPE::SCALE_TO>.

SCALE_ASPECT

Scale all current oriented bounding boxes to a fixed aspect ratio from a fixed point that is relative >>> See Detection2DStepSettings<OBJ_DET_2D_TYPE::SCALE_ASPECT>.

REORIENT_ASPECT

Modify all oriented bounding boxes "up-direction", such that the long or short size becomes the top. Note that all box corners stay the same. >>> See Detection2DStepSettings<OBJ_DET_2D_TYPE::REORIENT_ASPECT>.

REORIENT_CLASSIFICATION

Modify all oriented bounding boxes "up-direction" using a classification network. The network classes must be "Links", "Rechts", "Oben", "Unten". >>> See Detection2DStepSettings<OBJ_DET_2D_TYPE::REORIENT_CLASSIFICATION>.

FEATURE_MATCHING

Define a set of CorrectionFeature that define features of an object. If all features are uniquely detected in a current oriented bounding box it is optimized such that the distance to these defined features is minimized. Internally an iterative Gauss-Newton algorithm is applied. >>> See Detection2DStepSettings<OBJ_DET_2D_TYPE::FEATURE_MATCHING>.

ADD_INSTANCES_FROM_FILE

See Detection2DStepSettings<OBJ_DET_2D_TYPE::ADD_INSTANCES_FROM_FILE>.