Traccuracy
Glossary
Matchers
Matchers Overview
Track Errors
Basic Errors
Division Errors
CTC Errors
Metrics
Metrics Overview
Basic Performance Metrics
CTC/AOGM Metrics
Track Overlap Metrics
Division Metrics
CHOTA Metric
Complete Tracklets and Lineages
Complete Tracks by Length
Examples
Benchmarking Cell Tracking Challenge Data
Developer
API Reference
CLI
Test Cases
Traccuracy
Index
Index
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
L
|
M
|
N
|
P
|
R
|
S
|
T
|
V
|
W
A
AOGMMetrics (class in traccuracy.metrics)
(class in traccuracy.metrics._ctc)
B
BasicMetrics (class in traccuracy.metrics)
(class in traccuracy.metrics._basic)
C
CellCycleAccuracy (class in traccuracy.metrics)
(class in traccuracy.metrics._cca)
CHOTAMetric (class in traccuracy.metrics)
(class in traccuracy.metrics._chota)
classify_basic_errors() (in module traccuracy.track_errors)
(in module traccuracy.track_errors._basic)
clear_annotations() (traccuracy._tracking_graph.TrackingGraph method)
(traccuracy.TrackingGraph method)
CompleteTracks (class in traccuracy.metrics)
(class in traccuracy.metrics._complete_tracks)
CompleteTracksByLength (class in traccuracy.metrics)
(class in traccuracy.metrics._complete_tracks_by_length)
compute() (traccuracy.metrics._base.Metric method)
(traccuracy.metrics._basic.BasicMetrics method)
(traccuracy.metrics._cca.CellCycleAccuracy method)
(traccuracy.metrics._chota.CHOTAMetric method)
(traccuracy.metrics._complete_tracks.CompleteTracks method)
(traccuracy.metrics._complete_tracks_by_length.CompleteTracksByLength method)
(traccuracy.metrics._ctc.AOGMMetrics method)
(traccuracy.metrics._ctc.CTCMetrics method)
(traccuracy.metrics._divisions.DivisionMetrics method)
(traccuracy.metrics._track_overlap.TrackOverlapMetrics method)
(traccuracy.metrics.AOGMMetrics method)
(traccuracy.metrics.BasicMetrics method)
(traccuracy.metrics.CellCycleAccuracy method)
(traccuracy.metrics.CHOTAMetric method)
(traccuracy.metrics.CompleteTracks method)
(traccuracy.metrics.CompleteTracksByLength method)
(traccuracy.metrics.CTCMetrics method)
(traccuracy.metrics.DivisionMetrics method)
(traccuracy.metrics.TrackOverlapMetrics method)
compute_complete_tracks_by_length() (in module traccuracy.metrics._compute_complete_tracks_by_length)
compute_mapping() (traccuracy.matchers._base.Matcher method)
(traccuracy.matchers._ctc.CTCMatcher method)
(traccuracy.matchers._iou.IOUMatcher method)
(traccuracy.matchers._point.PointMatcher method)
(traccuracy.matchers._point_seg.PointSegMatcher method)
(traccuracy.matchers.CTCMatcher method)
(traccuracy.matchers.IOUMatcher method)
(traccuracy.matchers.PointMatcher method)
(traccuracy.matchers.PointSegMatcher method)
compute_overlap() (in module traccuracy.matchers._compute_overlap)
compute_overlap_3D() (in module traccuracy.matchers._compute_overlap)
CORRECT (in module traccuracy.metrics._compute_complete_tracks_by_length)
CTC_FALSE_NEG (traccuracy._tracking_graph.EdgeFlag attribute)
(traccuracy._tracking_graph.NodeFlag attribute)
(traccuracy.EdgeFlag attribute)
(traccuracy.NodeFlag attribute)
CTC_FALSE_POS (traccuracy._tracking_graph.EdgeFlag attribute)
(traccuracy._tracking_graph.NodeFlag attribute)
(traccuracy.EdgeFlag attribute)
(traccuracy.NodeFlag attribute)
ctc_to_graph() (in module traccuracy.loaders._ctc)
CTC_TRUE_POS (traccuracy._tracking_graph.NodeFlag attribute)
(traccuracy.NodeFlag attribute)
CTCMatcher (class in traccuracy.matchers)
(class in traccuracy.matchers._ctc)
CTCMetrics (class in traccuracy.metrics)
(class in traccuracy.metrics._ctc)
D
Division
DivisionMetrics (class in traccuracy.metrics)
(class in traccuracy.metrics._divisions)
E
Edge
EdgeFlag (class in traccuracy)
(class in traccuracy._tracking_graph)
edges (traccuracy._tracking_graph.TrackingGraph property)
(traccuracy.TrackingGraph property)
EMPTY (in module traccuracy.metrics._compute_complete_tracks_by_length)
end_frame (traccuracy._tracking_graph.TrackingGraph attribute)
(traccuracy.TrackingGraph attribute)
evaluate_ctc_events() (in module traccuracy.track_errors)
(in module traccuracy.track_errors._ctc)
evaluate_division_events() (in module traccuracy.track_errors)
(in module traccuracy.track_errors._divisions)
export_graphs_to_geff() (in module traccuracy.utils)
F
F1 Score
False negative
False positive
FALSE_NEG (traccuracy._tracking_graph.EdgeFlag attribute)
(traccuracy._tracking_graph.NodeFlag attribute)
(traccuracy.EdgeFlag attribute)
(traccuracy.NodeFlag attribute)
FALSE_POS (traccuracy._tracking_graph.EdgeFlag attribute)
(traccuracy._tracking_graph.NodeFlag attribute)
(traccuracy.EdgeFlag attribute)
(traccuracy.NodeFlag attribute)
FN_DIV (traccuracy._tracking_graph.NodeFlag attribute)
(traccuracy.NodeFlag attribute)
FP_DIV (traccuracy._tracking_graph.NodeFlag attribute)
(traccuracy.NodeFlag attribute)
frame_key (traccuracy._tracking_graph.TrackingGraph attribute)
(traccuracy.TrackingGraph attribute)
G
get_corrected_division_graphs_with_delta() (in module traccuracy.utils)
get_divisions() (traccuracy._tracking_graph.TrackingGraph method)
(traccuracy.TrackingGraph method)
get_edge_errors() (in module traccuracy.track_errors._ctc)
get_edges_with_flag() (traccuracy._tracking_graph.TrackingGraph method)
(traccuracy.TrackingGraph method)
get_equivalent_skip_edge() (in module traccuracy.utils)
get_gt_pred_match() (traccuracy.matchers._matched.Matched method)
(traccuracy.matchers.Matched method)
get_gt_pred_matches() (traccuracy.matchers._matched.Matched method)
(traccuracy.matchers.Matched method)
get_labels_with_overlap() (in module traccuracy.matchers)
(in module traccuracy.matchers._compute_overlap)
get_lineages() (traccuracy._tracking_graph.TrackingGraph method)
(traccuracy.TrackingGraph method)
get_location() (traccuracy._tracking_graph.TrackingGraph method)
(traccuracy.TrackingGraph method)
get_merges() (traccuracy._tracking_graph.TrackingGraph method)
(traccuracy.TrackingGraph method)
get_nodes_with_flag() (traccuracy._tracking_graph.TrackingGraph method)
(traccuracy.TrackingGraph method)
get_pred_gt_match() (traccuracy.matchers._matched.Matched method)
(traccuracy.matchers.Matched method)
get_pred_gt_matches() (traccuracy.matchers._matched.Matched method)
(traccuracy.matchers.Matched method)
get_skip_edges() (traccuracy._tracking_graph.TrackingGraph method)
(traccuracy.TrackingGraph method)
get_tracklets() (traccuracy._tracking_graph.TrackingGraph method)
(traccuracy.TrackingGraph method)
get_vertex_errors() (in module traccuracy.track_errors._ctc)
get_weighted_edge_error_sum() (in module traccuracy.metrics._ctc)
get_weighted_error_sum() (in module traccuracy.metrics._ctc)
get_weighted_vertex_error_sum() (in module traccuracy.metrics._ctc)
graph_bbox_and_labels() (in module traccuracy.matchers._compute_overlap)
H
has_value() (traccuracy._tracking_graph.NodeFlag class method)
(traccuracy.NodeFlag class method)
I
INCORRECT (in module traccuracy.metrics._compute_complete_tracks_by_length)
info (traccuracy.matchers._base.Matcher property)
(traccuracy.matchers._ctc.CTCMatcher property)
(traccuracy.matchers._iou.IOUMatcher property)
(traccuracy.matchers._point.PointMatcher property)
(traccuracy.matchers._point_seg.PointSegMatcher property)
(traccuracy.matchers.CTCMatcher property)
(traccuracy.matchers.IOUMatcher property)
(traccuracy.matchers.PointMatcher property)
(traccuracy.matchers.PointSegMatcher property)
(traccuracy.metrics._base.Metric property)
(traccuracy.metrics._basic.BasicMetrics property)
(traccuracy.metrics._cca.CellCycleAccuracy property)
(traccuracy.metrics._chota.CHOTAMetric property)
(traccuracy.metrics._complete_tracks.CompleteTracks property)
(traccuracy.metrics._complete_tracks_by_length.CompleteTracksByLength property)
(traccuracy.metrics._ctc.AOGMMetrics property)
(traccuracy.metrics._ctc.CTCMetrics property)
(traccuracy.metrics._divisions.DivisionMetrics property)
(traccuracy.metrics._track_overlap.TrackOverlapMetrics property)
(traccuracy.metrics.AOGMMetrics property)
(traccuracy.metrics.BasicMetrics property)
(traccuracy.metrics.CellCycleAccuracy property)
(traccuracy.metrics.CHOTAMetric property)
(traccuracy.metrics.CompleteTracks property)
(traccuracy.metrics.CompleteTracksByLength property)
(traccuracy.metrics.CTCMetrics property)
(traccuracy.metrics.DivisionMetrics property)
(traccuracy.metrics.TrackOverlapMetrics property)
INTERTRACK_EDGE (traccuracy._tracking_graph.EdgeFlag attribute)
(traccuracy.EdgeFlag attribute)
IOUMatcher (class in traccuracy.matchers)
(class in traccuracy.matchers._iou)
is_skip_edge() (traccuracy._tracking_graph.TrackingGraph method)
(traccuracy.TrackingGraph method)
L
Lineage
load_ctc_data() (in module traccuracy.loaders)
(in module traccuracy.loaders._ctc)
load_geff_data() (in module traccuracy.loaders)
(in module traccuracy.loaders._geff)
load_point_data() (in module traccuracy.loaders)
(in module traccuracy.loaders._point)
load_tiffs() (in module traccuracy.loaders)
(in module traccuracy.loaders._ctc)
location_keys (traccuracy._tracking_graph.TrackingGraph attribute)
(traccuracy.TrackingGraph attribute)
LOG (in module traccuracy.metrics._chota)
logger (in module traccuracy._tracking_graph)
(in module traccuracy.loaders._ctc)
(in module traccuracy.matchers._base)
(in module traccuracy.metrics._divisions)
(in module traccuracy.track_errors._basic)
(in module traccuracy.track_errors._ctc)
M
match_iou() (in module traccuracy.matchers._iou)
match_point_to_seg() (in module traccuracy.matchers._point_seg)
Matched (class in traccuracy.matchers)
(class in traccuracy.matchers._matched)
Matcher (class in traccuracy.matchers._base)
matching_type (traccuracy.matchers._matched.Matched property)
(traccuracy.matchers.Matched property)
MATCHING_TYPES (in module traccuracy.metrics._base)
Metric (class in traccuracy.metrics._base)
MIN_BUFFER_CORRECT (traccuracy._tracking_graph.NodeFlag attribute)
(traccuracy.NodeFlag attribute)
MIN_BUFFER_CORRECT_SKIP (traccuracy._tracking_graph.NodeFlag attribute)
(traccuracy.NodeFlag attribute)
module
traccuracy
traccuracy._run_metrics
traccuracy._tracking_graph
traccuracy.loaders
traccuracy.loaders._ctc
traccuracy.loaders._geff
traccuracy.loaders._point
traccuracy.matchers
traccuracy.matchers._base
traccuracy.matchers._compute_overlap
traccuracy.matchers._ctc
traccuracy.matchers._iou
traccuracy.matchers._matched
traccuracy.matchers._point
traccuracy.matchers._point_seg
traccuracy.metrics
traccuracy.metrics._base
traccuracy.metrics._basic
traccuracy.metrics._cca
traccuracy.metrics._chota
traccuracy.metrics._complete_tracks
traccuracy.metrics._complete_tracks_by_length
traccuracy.metrics._compute_complete_tracks_by_length
traccuracy.metrics._ctc
traccuracy.metrics._divisions
traccuracy.metrics._results
traccuracy.metrics._track_overlap
traccuracy.track_errors
traccuracy.track_errors._basic
traccuracy.track_errors._ctc
traccuracy.track_errors._divisions
traccuracy.utils
N
Node
NodeFlag (class in traccuracy)
(class in traccuracy._tracking_graph)
nodes (traccuracy._tracking_graph.TrackingGraph property)
(traccuracy.TrackingGraph property)
nodes_by_frame (traccuracy._tracking_graph.TrackingGraph attribute)
(traccuracy.TrackingGraph attribute)
NON_SPLIT (traccuracy._tracking_graph.NodeFlag attribute)
(traccuracy.NodeFlag attribute)
P
Parent cell
PointMatcher (class in traccuracy.matchers)
(class in traccuracy.matchers._point)
PointSegMatcher (class in traccuracy.matchers)
(class in traccuracy.matchers._point_seg)
Precision
Predecessor
R
Recall
remove_flag_from_edge() (traccuracy._tracking_graph.TrackingGraph method)
(traccuracy.TrackingGraph method)
remove_flag_from_node() (traccuracy._tracking_graph.TrackingGraph method)
(traccuracy.TrackingGraph method)
Results (class in traccuracy.metrics)
(class in traccuracy.metrics._results)
run_metrics() (in module traccuracy)
(in module traccuracy._run_metrics)
S
save_results_json() (in module traccuracy.utils)
set_flag_on_all_edges() (traccuracy._tracking_graph.TrackingGraph method)
(traccuracy.TrackingGraph method)
set_flag_on_all_nodes() (traccuracy._tracking_graph.TrackingGraph method)
(traccuracy.TrackingGraph method)
set_flag_on_edge() (traccuracy._tracking_graph.TrackingGraph method)
(traccuracy.TrackingGraph method)
set_flag_on_node() (traccuracy._tracking_graph.TrackingGraph method)
(traccuracy.TrackingGraph method)
signature (in module traccuracy.matchers._compute_overlap)
Skip Edges
SKIP_FALSE_NEG (traccuracy._tracking_graph.EdgeFlag attribute)
(traccuracy.EdgeFlag attribute)
SKIP_FALSE_POS (traccuracy._tracking_graph.EdgeFlag attribute)
(traccuracy.EdgeFlag attribute)
SKIP_TRUE_POS (traccuracy._tracking_graph.EdgeFlag attribute)
(traccuracy.EdgeFlag attribute)
start_frame (traccuracy._tracking_graph.TrackingGraph attribute)
(traccuracy.TrackingGraph attribute)
Successor
T
to_dict() (traccuracy.metrics._results.Results method)
(traccuracy.metrics.Results method)
TP_DIV (traccuracy._tracking_graph.NodeFlag attribute)
(traccuracy.NodeFlag attribute)
TP_DIV_SKIP (traccuracy._tracking_graph.NodeFlag attribute)
(traccuracy.NodeFlag attribute)
traccuracy
module
traccuracy._run_metrics
module
traccuracy._tracking_graph
module
traccuracy.loaders
module
traccuracy.loaders._ctc
module
traccuracy.loaders._geff
module
traccuracy.loaders._point
module
traccuracy.matchers
module
traccuracy.matchers._base
module
traccuracy.matchers._compute_overlap
module
traccuracy.matchers._ctc
module
traccuracy.matchers._iou
module
traccuracy.matchers._matched
module
traccuracy.matchers._point
module
traccuracy.matchers._point_seg
module
traccuracy.metrics
module
traccuracy.metrics._base
module
traccuracy.metrics._basic
module
traccuracy.metrics._cca
module
traccuracy.metrics._chota
module
traccuracy.metrics._complete_tracks
module
traccuracy.metrics._complete_tracks_by_length
module
traccuracy.metrics._compute_complete_tracks_by_length
module
traccuracy.metrics._ctc
module
traccuracy.metrics._divisions
module
traccuracy.metrics._results
module
traccuracy.metrics._track_overlap
module
traccuracy.track_errors
module
traccuracy.track_errors._basic
module
traccuracy.track_errors._ctc
module
traccuracy.track_errors._divisions
module
traccuracy.utils
module
TrackingGraph (class in traccuracy)
(class in traccuracy._tracking_graph)
Tracklet
TrackOverlapMetrics (class in traccuracy.metrics)
(class in traccuracy.metrics._track_overlap)
True positive
TRUE_POS (traccuracy._tracking_graph.EdgeFlag attribute)
(traccuracy._tracking_graph.NodeFlag attribute)
(traccuracy.EdgeFlag attribute)
(traccuracy.NodeFlag attribute)
V
VALID_MATCHING_TYPES (in module traccuracy.track_errors._basic)
(in module traccuracy.track_errors._ctc)
(in module traccuracy.track_errors._divisions)
version (traccuracy.metrics._results.Results property)
(traccuracy.metrics.Results property)
W
WC_DIV (traccuracy._tracking_graph.NodeFlag attribute)
(traccuracy.NodeFlag attribute)
WRONG_SEMANTIC (traccuracy._tracking_graph.EdgeFlag attribute)
(traccuracy.EdgeFlag attribute)