deepluq.utils

Classes

DBSCANCluster

Functions

compute_iou(box1, box2)	Calculates Intersection over Union (IoU) for two normalized boxes.
wbf_clustering(predictions_dict[, iou_thr, skip_box_thr])	Applies WBF and groups the original input boxes into their respective clusters
cluster(mc_locations)
get_kdist_plot([X, k, radius_nbrs])
normalize_action(action, normalization_values)
action_uncertainty(action, mutated_action)

Module Contents

deepluq.utils.compute_iou(box1, box2)

Calculates Intersection over Union (IoU) for two normalized boxes.

deepluq.utils.wbf_clustering(predictions_dict, iou_thr=0.5, skip_box_thr=0.01)

Applies WBF and groups the original input boxes into their respective clusters alongside the final merged detection.

class deepluq.utils.DBSCANCluster(x, eps=8.5, min_samples=8)

cluster

mc_locations

mc_locations_df

cluster_labels

cluster_preds(preds)

deepluq.utils.cluster(mc_locations)

deepluq.utils.get_kdist_plot(X=None, k=None, radius_nbrs=1.0)

deepluq.utils.normalize_action(action, normalization_values)

deepluq.utils.action_uncertainty(action, mutated_action)