Index

A

AlgorithmInfo (class in pyEdgeEval.visualization.pr_curve)

apply_lut() (in module pyEdgeEval.preprocess.thin.thin)

B

BaseBinaryEvaluator (class in pyEdgeEval.evaluators.base) BaseEvaluator (class in pyEdgeEval.evaluators.base) BaseMultilabelEvaluator (class in pyEdgeEval.evaluators.base) binary_image_to_lut_indices() (in module pyEdgeEval.preprocess.thin.thin) binary_multilabel_decoding() (in module pyEdgeEval.common.multi_label) (in module pyEdgeEval.common.multi_label.edge_decoding) binary_thin() (in module pyEdgeEval.preprocess.thin) (in module pyEdgeEval.preprocess.thin.thin)

BSDS500Evaluator (class in pyEdgeEval.evaluators) (class in pyEdgeEval.evaluators.bsds) bsds_eval_single() (in module pyEdgeEval.datasets) (in module pyEdgeEval.datasets.bsds) (in module pyEdgeEval.datasets.generic_binary) bwmorph_thin() (in module pyEdgeEval.preprocess.thin) (in module pyEdgeEval.preprocess.thin.bwmorph_thin)

C

calculate_metrics() (in module pyEdgeEval.common.binary_label) (in module pyEdgeEval.common.binary_label.calculate_metrics) (in module pyEdgeEval.common.multi_label) (in module pyEdgeEval.common.multi_label.calculate_metrics) check_file_exist() (in module pyEdgeEval.utils) (in module pyEdgeEval.utils.path) check_thresholds() (in module pyEdgeEval.common.utils) check_time() (in module pyEdgeEval.utils.timer) cityscapes_eval_single() (in module pyEdgeEval.datasets) (in module pyEdgeEval.datasets.cityscapes) CityscapesEvaluator (class in pyEdgeEval.evaluators) (class in pyEdgeEval.evaluators.cityscapes)

CLASSES (pyEdgeEval.evaluators.base.BaseMultilabelEvaluator attribute) (pyEdgeEval.evaluators.cityscapes.CityscapesEvaluator attribute) (pyEdgeEval.evaluators.CityscapesEvaluator attribute) (pyEdgeEval.evaluators.sbd.SBDEvaluator attribute) (pyEdgeEval.evaluators.SBDEvaluator attribute) CLS_DIR (pyEdgeEval.evaluators.sbd.SBDEvaluator attribute) (pyEdgeEval.evaluators.SBDEvaluator attribute) compute_rec_prec_f1() (in module pyEdgeEval.common.metrics) conv_tri() (in module pyEdgeEval.preprocess.nms.toolbox) convert_cityscapes() (in module pyEdgeEval.helpers.convert_cityscapes) correspond_pixels() (in module pyEdgeEval)

D

dataset_root (pyEdgeEval.evaluators.base.BaseEvaluator attribute) decode_png() (in module pyEdgeEval.common.multi_label) (in module pyEdgeEval.common.multi_label.edge_decoding)

decode_tif() (in module pyEdgeEval.common.multi_label) (in module pyEdgeEval.common.multi_label.edge_decoding) default_multilabel_encoding() (in module pyEdgeEval.common.multi_label) (in module pyEdgeEval.common.multi_label.edge_encoding)

E

edge_label2trainId() (in module pyEdgeEval.utils) (in module pyEdgeEval.utils.convert_formats) edge_multilabel2binary() (in module pyEdgeEval.utils) (in module pyEdgeEval.utils.convert_formats) edge_onehot2multilabel() (in module pyEdgeEval.utils) (in module pyEdgeEval.utils.convert_formats) EDGE_SUFFIX (pyEdgeEval.evaluators.cityscapes.CityscapesEvaluator attribute) (pyEdgeEval.evaluators.CityscapesEvaluator attribute) eval_params (pyEdgeEval.evaluators.bsds.BSDS500Evaluator property) (pyEdgeEval.evaluators.BSDS500Evaluator property) (pyEdgeEval.evaluators.cityscapes.CityscapesEvaluator property) (pyEdgeEval.evaluators.CityscapesEvaluator property) (pyEdgeEval.evaluators.half_cityscapes.HalfCityscapesEvaluator property) (pyEdgeEval.evaluators.HalfCityscapesEvaluator property) (pyEdgeEval.evaluators.otf_cityscapes.OTFCityscapesEvaluator property) (pyEdgeEval.evaluators.OTFCityscapesEvaluator property) (pyEdgeEval.evaluators.sbd.SBDEvaluator property) (pyEdgeEval.evaluators.SBDEvaluator property) eval_params() (pyEdgeEval.evaluators.base.BaseEvaluator method) evaluate() (pyEdgeEval.evaluators.base.BaseEvaluator method) (pyEdgeEval.evaluators.base.BaseMultilabelEvaluator method) (pyEdgeEval.evaluators.bsds.BSDS500Evaluator method) (pyEdgeEval.evaluators.BSDS500Evaluator method)

evaluate_boundaries_threshold() (in module pyEdgeEval.common.binary_label) (in module pyEdgeEval.common.binary_label.evaluate_boundaries) (in module pyEdgeEval.common.multi_label) (in module pyEdgeEval.common.multi_label.evaluate_boundaries) evaluate_boundaries_threshold_multiple_gts() (in module pyEdgeEval.common.binary_label) (in module pyEdgeEval.common.binary_label.evaluate_boundaries) evaluate_bsds500() (in module pyEdgeEval.helpers.evaluate_bsds500) evaluate_category() (pyEdgeEval.evaluators.base.BaseMultilabelEvaluator method) (pyEdgeEval.evaluators.cityscapes.CityscapesEvaluator method) (pyEdgeEval.evaluators.CityscapesEvaluator method) (pyEdgeEval.evaluators.otf_cityscapes.OTFCityscapesEvaluator method) (pyEdgeEval.evaluators.OTFCityscapesEvaluator method) (pyEdgeEval.evaluators.sbd.SBDEvaluator method) (pyEdgeEval.evaluators.SBDEvaluator method) evaluate_cityscapes_raw() (in module pyEdgeEval.helpers.evaluate_cityscapes) evaluate_cityscapes_thin() (in module pyEdgeEval.helpers.evaluate_cityscapes) evaluate_sbd() (in module pyEdgeEval.helpers.evaluate_sbd)

F

f1() (in module pyEdgeEval.common.metrics)

fast_nms() (in module pyEdgeEval.preprocess.nms) (in module pyEdgeEval.preprocess.nms.fast_nms)

G

get_logger() (in module pyEdgeEval.utils) (in module pyEdgeEval.utils.logger) get_root_logger() (in module pyEdgeEval.utils) (in module pyEdgeEval.utils.logger) grad2() (in module pyEdgeEval.preprocess.nms.toolbox) GT_DIR (pyEdgeEval.evaluators.bsds.BSDS500Evaluator attribute) (pyEdgeEval.evaluators.BSDS500Evaluator attribute) (pyEdgeEval.evaluators.cityscapes.CityscapesEvaluator attribute) (pyEdgeEval.evaluators.CityscapesEvaluator attribute)

GT_SUFFIX (pyEdgeEval.evaluators.bsds.BSDS500Evaluator attribute) (pyEdgeEval.evaluators.BSDS500Evaluator attribute) (pyEdgeEval.evaluators.sbd.SBDEvaluator attribute) (pyEdgeEval.evaluators.SBDEvaluator attribute)

H

HalfCityscapesEvaluator (class in pyEdgeEval.evaluators) (class in pyEdgeEval.evaluators.half_cityscapes)

I

identity_lut() (in module pyEdgeEval.preprocess.thin.thin) init_pool() (in module pyEdgeEval.utils.progressbar) INST_DIR (pyEdgeEval.evaluators.sbd.SBDEvaluator attribute) (pyEdgeEval.evaluators.SBDEvaluator attribute) INST_SUFFIX (pyEdgeEval.evaluators.otf_cityscapes.OTFCityscapesEvaluator attribute) (pyEdgeEval.evaluators.OTFCityscapesEvaluator attribute)

InstanceMask2Edge (class in pyEdgeEval.edge_tools) (class in pyEdgeEval.edge_tools.transforms) is_running (pyEdgeEval.utils.timer.Timer property) ISEDGE_SUFFIX (pyEdgeEval.evaluators.cityscapes.CityscapesEvaluator attribute) (pyEdgeEval.evaluators.CityscapesEvaluator attribute)

K

kill_internal_prediction() (in module pyEdgeEval.common.multi_label.options)

L

label2trainId (pyEdgeEval.edge_tools.Mask2Edge attribute) (pyEdgeEval.edge_tools.transforms.Mask2Edge attribute) LABEL_IDS (pyEdgeEval.edge_tools.Mask2Edge attribute) (pyEdgeEval.edge_tools.transforms.Mask2Edge attribute) load_bsds_gt_boundaries() (in module pyEdgeEval.datasets.bsds) (in module pyEdgeEval.datasets.generic_binary) load_instance_insensitive_gt() (in module pyEdgeEval.datasets.sbd) load_instance_sensitive_gt() (in module pyEdgeEval.datasets.sbd) load_predictions() (in module pyEdgeEval.datasets.bsds) (in module pyEdgeEval.datasets.generic_binary) load_sbd_gt_cls_mat() (in module pyEdgeEval.datasets.sbd)

load_sbd_gt_inst_mat() (in module pyEdgeEval.datasets.sbd) load_scaled_edge() (in module pyEdgeEval.common.multi_label) (in module pyEdgeEval.common.multi_label.edge_decoding) loadmat() (in module pyEdgeEval.utils) (in module pyEdgeEval.utils.mat_utils) loop_instance_mask2edge() (in module pyEdgeEval.edge_tools) (in module pyEdgeEval.edge_tools.mask2edge_loop) loop_mask2edge() (in module pyEdgeEval.edge_tools) (in module pyEdgeEval.edge_tools.mask2edge_loop) lut_masks_one() (in module pyEdgeEval.preprocess.thin.thin) lut_masks_zero() (in module pyEdgeEval.preprocess.thin.thin)

M

mask2bdry() (in module pyEdgeEval.utils) (in module pyEdgeEval.utils.distance_transforms) Mask2Edge (class in pyEdgeEval.edge_tools) (class in pyEdgeEval.edge_tools.transforms) mask2edge() (in module pyEdgeEval.edge_tools) (in module pyEdgeEval.edge_tools.transforms) mask2onehot() (in module pyEdgeEval.utils) (in module pyEdgeEval.utils.convert_formats) mask_label2trainId() (in module pyEdgeEval.utils) (in module pyEdgeEval.utils.convert_formats) mkdir_or_exist() (in module pyEdgeEval.utils) (in module pyEdgeEval.utils.path) module pyEdgeEval pyEdgeEval.common pyEdgeEval.common.binary_label pyEdgeEval.common.binary_label.calculate_metrics pyEdgeEval.common.binary_label.evaluate_boundaries pyEdgeEval.common.binary_label.io pyEdgeEval.common.binary_label.visualize pyEdgeEval.common.metrics pyEdgeEval.common.multi_label pyEdgeEval.common.multi_label.calculate_metrics pyEdgeEval.common.multi_label.edge_decoding pyEdgeEval.common.multi_label.edge_encoding pyEdgeEval.common.multi_label.evaluate_boundaries pyEdgeEval.common.multi_label.io pyEdgeEval.common.multi_label.options pyEdgeEval.common.utils pyEdgeEval.datasets pyEdgeEval.datasets.bsds pyEdgeEval.datasets.cityscapes pyEdgeEval.datasets.cityscapes_attributes pyEdgeEval.datasets.generic_binary pyEdgeEval.datasets.otf_cityscapes pyEdgeEval.datasets.sbd pyEdgeEval.edge_tools pyEdgeEval.edge_tools.mask2edge_loop pyEdgeEval.edge_tools.mask2edge_mp pyEdgeEval.edge_tools.transforms pyEdgeEval.evaluators pyEdgeEval.evaluators.base pyEdgeEval.evaluators.binary_evaluator pyEdgeEval.evaluators.bsds pyEdgeEval.evaluators.cityscapes pyEdgeEval.evaluators.half_cityscapes pyEdgeEval.evaluators.multilabel_evaluator pyEdgeEval.evaluators.otf_cityscapes pyEdgeEval.evaluators.sbd pyEdgeEval.helpers pyEdgeEval.helpers.convert_cityscapes pyEdgeEval.helpers.evaluate_bsds500 pyEdgeEval.helpers.evaluate_cityscapes pyEdgeEval.helpers.evaluate_sbd pyEdgeEval.info pyEdgeEval.preprocess pyEdgeEval.preprocess.nms pyEdgeEval.preprocess.nms.fast_nms pyEdgeEval.preprocess.nms.toolbox pyEdgeEval.preprocess.thin pyEdgeEval.preprocess.thin.bwmorph_thin pyEdgeEval.preprocess.thin.thin pyEdgeEval.utils pyEdgeEval.utils.convert_formats pyEdgeEval.utils.distance_transforms pyEdgeEval.utils.logger pyEdgeEval.utils.mat_utils pyEdgeEval.utils.path pyEdgeEval.utils.progressbar pyEdgeEval.utils.timer pyEdgeEval.visualization pyEdgeEval.visualization.pr_curve

mp_instance_mask2edge() (in module pyEdgeEval.edge_tools) (in module pyEdgeEval.edge_tools.mask2edge_mp) mp_mask2edge() (in module pyEdgeEval.edge_tools) (in module pyEdgeEval.edge_tools.mask2edge_mp)

N

name (pyEdgeEval.visualization.pr_curve.AlgorithmInfo attribute) nms() (in module pyEdgeEval)

nms_all_results() (in module pyEdgeEval.preprocess.nms.fast_nms) nms_process_one_image() (in module pyEdgeEval.preprocess.nms.fast_nms) nms_results() (in module pyEdgeEval.preprocess.nms.fast_nms)

O

one_label_instance_mask2edge() (in module pyEdgeEval.datasets.otf_cityscapes) one_label_mask2edge() (in module pyEdgeEval.datasets.otf_cityscapes) ORIG_GT_DIR (pyEdgeEval.evaluators.cityscapes.CityscapesEvaluator attribute) (pyEdgeEval.evaluators.CityscapesEvaluator attribute)

otf_cityscapes_eval_single() (in module pyEdgeEval.datasets) (in module pyEdgeEval.datasets.otf_cityscapes) OTFCityscapesEvaluator (class in pyEdgeEval.evaluators) (class in pyEdgeEval.evaluators.otf_cityscapes) overall_results (pyEdgeEval.visualization.pr_curve.AlgorithmInfo attribute)

P

plot_pr_curve() (in module pyEdgeEval.common.binary_label.visualize) (in module pyEdgeEval.visualization.pr_curve) precision() (in module pyEdgeEval.common.metrics) pred_root (pyEdgeEval.evaluators.base.BaseEvaluator attribute) PRED_SUFFIX (pyEdgeEval.evaluators.bsds.BSDS500Evaluator attribute) (pyEdgeEval.evaluators.BSDS500Evaluator attribute) (pyEdgeEval.evaluators.cityscapes.CityscapesEvaluator attribute) (pyEdgeEval.evaluators.CityscapesEvaluator attribute) (pyEdgeEval.evaluators.sbd.SBDEvaluator attribute) (pyEdgeEval.evaluators.SBDEvaluator attribute) print_log() (in module pyEdgeEval.utils) (in module pyEdgeEval.utils.logger) ProgressBar (class in pyEdgeEval.utils.progressbar) pyEdgeEval module pyEdgeEval.common module pyEdgeEval.common.binary_label module pyEdgeEval.common.binary_label.calculate_metrics module pyEdgeEval.common.binary_label.evaluate_boundaries module pyEdgeEval.common.binary_label.io module pyEdgeEval.common.binary_label.visualize module pyEdgeEval.common.metrics module pyEdgeEval.common.multi_label module pyEdgeEval.common.multi_label.calculate_metrics module pyEdgeEval.common.multi_label.edge_decoding module pyEdgeEval.common.multi_label.edge_encoding module pyEdgeEval.common.multi_label.evaluate_boundaries module pyEdgeEval.common.multi_label.io module pyEdgeEval.common.multi_label.options module pyEdgeEval.common.utils module pyEdgeEval.datasets module pyEdgeEval.datasets.bsds module pyEdgeEval.datasets.cityscapes module pyEdgeEval.datasets.cityscapes_attributes module pyEdgeEval.datasets.generic_binary module pyEdgeEval.datasets.otf_cityscapes module pyEdgeEval.datasets.sbd module pyEdgeEval.edge_tools module pyEdgeEval.edge_tools.mask2edge_loop module pyEdgeEval.edge_tools.mask2edge_mp module

pyEdgeEval.edge_tools.transforms module pyEdgeEval.evaluators module pyEdgeEval.evaluators.base module pyEdgeEval.evaluators.binary_evaluator module pyEdgeEval.evaluators.bsds module pyEdgeEval.evaluators.cityscapes module pyEdgeEval.evaluators.half_cityscapes module pyEdgeEval.evaluators.multilabel_evaluator module pyEdgeEval.evaluators.otf_cityscapes module pyEdgeEval.evaluators.sbd module pyEdgeEval.helpers module pyEdgeEval.helpers.convert_cityscapes module pyEdgeEval.helpers.evaluate_bsds500 module pyEdgeEval.helpers.evaluate_cityscapes module pyEdgeEval.helpers.evaluate_sbd module pyEdgeEval.info module pyEdgeEval.preprocess module pyEdgeEval.preprocess.nms module pyEdgeEval.preprocess.nms.fast_nms module pyEdgeEval.preprocess.nms.toolbox module pyEdgeEval.preprocess.thin module pyEdgeEval.preprocess.thin.bwmorph_thin module pyEdgeEval.preprocess.thin.thin module pyEdgeEval.utils module pyEdgeEval.utils.convert_formats module pyEdgeEval.utils.distance_transforms module pyEdgeEval.utils.logger module pyEdgeEval.utils.mat_utils module pyEdgeEval.utils.path module pyEdgeEval.utils.progressbar module pyEdgeEval.utils.timer module pyEdgeEval.visualization module pyEdgeEval.visualization.pr_curve module

R

RAW_EDGE_SUFFIX (pyEdgeEval.evaluators.cityscapes.CityscapesEvaluator attribute) (pyEdgeEval.evaluators.CityscapesEvaluator attribute) (pyEdgeEval.evaluators.half_cityscapes.HalfCityscapesEvaluator attribute) (pyEdgeEval.evaluators.HalfCityscapesEvaluator attribute) RAW_ISEDGE_SUFFIX (pyEdgeEval.evaluators.cityscapes.CityscapesEvaluator attribute) (pyEdgeEval.evaluators.CityscapesEvaluator attribute) (pyEdgeEval.evaluators.half_cityscapes.HalfCityscapesEvaluator attribute) (pyEdgeEval.evaluators.HalfCityscapesEvaluator attribute)

recall() (in module pyEdgeEval.common.metrics) rgb_multilabel_encoding() (in module pyEdgeEval.common.multi_label) (in module pyEdgeEval.common.multi_label.edge_encoding)

S

sample_names (pyEdgeEval.evaluators.base.BaseEvaluator property) save_category_results() (in module pyEdgeEval.common.multi_label) (in module pyEdgeEval.common.multi_label.io) save_overall_metric() (in module pyEdgeEval.common.binary_label) (in module pyEdgeEval.common.binary_label.io) (in module pyEdgeEval.common.multi_label) (in module pyEdgeEval.common.multi_label.io) save_pretty_metrics() (in module pyEdgeEval.common.multi_label) (in module pyEdgeEval.common.multi_label.io) save_results() (in module pyEdgeEval.common.binary_label) (in module pyEdgeEval.common.binary_label.io) save_sample_metrics() (in module pyEdgeEval.common.binary_label) (in module pyEdgeEval.common.binary_label.io) (in module pyEdgeEval.common.multi_label) (in module pyEdgeEval.common.multi_label.io) save_threshold_metrics() (in module pyEdgeEval.common.binary_label) (in module pyEdgeEval.common.binary_label.io) (in module pyEdgeEval.common.multi_label) (in module pyEdgeEval.common.multi_label.io) sbd_eval_single() (in module pyEdgeEval.datasets) (in module pyEdgeEval.datasets.sbd) SBDEvaluator (class in pyEdgeEval.evaluators) (class in pyEdgeEval.evaluators.sbd) scandir() (in module pyEdgeEval.utils) (in module pyEdgeEval.utils.path) SEG_SUFFIX (pyEdgeEval.evaluators.cityscapes.CityscapesEvaluator attribute) (pyEdgeEval.evaluators.CityscapesEvaluator attribute) (pyEdgeEval.evaluators.otf_cityscapes.OTFCityscapesEvaluator attribute) (pyEdgeEval.evaluators.OTFCityscapesEvaluator attribute)

set_eval_params() (pyEdgeEval.evaluators.base.BaseEvaluator method) (pyEdgeEval.evaluators.bsds.BSDS500Evaluator method) (pyEdgeEval.evaluators.BSDS500Evaluator method) (pyEdgeEval.evaluators.cityscapes.CityscapesEvaluator method) (pyEdgeEval.evaluators.CityscapesEvaluator method) (pyEdgeEval.evaluators.half_cityscapes.HalfCityscapesEvaluator method) (pyEdgeEval.evaluators.HalfCityscapesEvaluator method) (pyEdgeEval.evaluators.sbd.SBDEvaluator method) (pyEdgeEval.evaluators.SBDEvaluator method) set_pred_suffix() (pyEdgeEval.evaluators.cityscapes.CityscapesEvaluator method) (pyEdgeEval.evaluators.CityscapesEvaluator method) set_sample_names() (pyEdgeEval.evaluators.base.BaseEvaluator method) (pyEdgeEval.evaluators.bsds.BSDS500Evaluator method) (pyEdgeEval.evaluators.BSDS500Evaluator method) (pyEdgeEval.evaluators.cityscapes.CityscapesEvaluator method) (pyEdgeEval.evaluators.CityscapesEvaluator method) (pyEdgeEval.evaluators.sbd.SBDEvaluator method) (pyEdgeEval.evaluators.SBDEvaluator method) since_last_check() (pyEdgeEval.utils.timer.Timer method) since_start() (pyEdgeEval.utils.timer.Timer method) sparse2numpy() (in module pyEdgeEval.utils) (in module pyEdgeEval.utils.mat_utils) split (pyEdgeEval.evaluators.base.BaseEvaluator attribute) start() (pyEdgeEval.utils.progressbar.ProgressBar method) (pyEdgeEval.utils.timer.Timer method) symlink() (in module pyEdgeEval.utils) (in module pyEdgeEval.utils.path)

T

terminal_width (pyEdgeEval.utils.progressbar.ProgressBar property) test_against_matlab() (in module pyEdgeEval.helpers.convert_cityscapes) THIN_EDGE_SUFFIX (pyEdgeEval.evaluators.cityscapes.CityscapesEvaluator attribute) (pyEdgeEval.evaluators.CityscapesEvaluator attribute) (pyEdgeEval.evaluators.half_cityscapes.HalfCityscapesEvaluator attribute) (pyEdgeEval.evaluators.HalfCityscapesEvaluator attribute) THIN_ISEDGE_SUFFIX (pyEdgeEval.evaluators.cityscapes.CityscapesEvaluator attribute) (pyEdgeEval.evaluators.CityscapesEvaluator attribute) (pyEdgeEval.evaluators.half_cityscapes.HalfCityscapesEvaluator attribute) (pyEdgeEval.evaluators.HalfCityscapesEvaluator attribute)

threshold_results (pyEdgeEval.visualization.pr_curve.AlgorithmInfo attribute) Timer (class in pyEdgeEval.utils.timer) TimerError track_iter_progress() (in module pyEdgeEval.utils) (in module pyEdgeEval.utils.progressbar) track_parallel_progress() (in module pyEdgeEval.utils) (in module pyEdgeEval.utils.progressbar) track_progress() (in module pyEdgeEval.utils) (in module pyEdgeEval.utils.progressbar)

U

update() (pyEdgeEval.utils.progressbar.ProgressBar method)