nrtk.impls.gen_object_detector_blackbox_response.simple_pybsm_generator
This module provides an example implementation of the GenerateObjectDetectorBlackboxResponse interface using a SimplePybsmGenerator class. It generates object detection responses for a series of input images based on ground truth bounding boxes and scoring methods.
- Classes:
SimplePybsmGenerator: Implements the GenerateObjectDetectorBlackboxResponse interface for generating and scoring object detection responses with configurable image perturbation.
- Dependencies:
smqtk_detection
smqtk_image_io
nrtk.interfaces.gen_object_detector_blackbox_response
nrtk.interfaces.perturb_image_factory
nrtk.interfaces.score_detections
- Example usage:
generator = SimplePybsmGenerator(images, img_gsds, ground_truth) response = generator.generate_response()
Classes
Example implementation of the GenerateObjectDetectorBlackboxResponse interface. |