kwcoco
v0.3.1
Package Layout
kwcoco
kwcoco package
Subpackages
kwcoco.cli package
kwcoco.data package
kwcoco.demo package
kwcoco.examples package
kwcoco.metrics package
kwcoco.util package
Submodules
kwcoco.abstract_coco_dataset module
kwcoco.category_tree module
kwcoco.channel_spec module
kwcoco.coco_dataset module
kwcoco.coco_evaluator module
kwcoco.coco_image module
kwcoco.coco_objects1d module
kwcoco.coco_schema module
kwcoco.coco_sql_dataset module
kwcoco.compat_dataset module
kwcoco.exceptions module
kwcoco.kpf module
kwcoco.kw18 module
kwcoco.sensorchan_spec module
Module contents
CocoDataset API
kwcoco
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Index
Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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K
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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V
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W
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X
A
AbstractCocoDataset (class in kwcoco)
(class in kwcoco.abstract_coco_dataset)
add_annotation() (kwcoco.coco_dataset.MixinCocoAddRemove method)
add_annotations() (kwcoco.coco_dataset.MixinCocoAddRemove method)
add_asset() (kwcoco.coco_image.CocoImage method)
(kwcoco.CocoImage method)
add_auxiliary_item() (kwcoco.coco_dataset.MixinCocoAddRemove method)
(kwcoco.coco_image.CocoImage method)
(kwcoco.CocoImage method)
add_category() (kwcoco.coco_dataset.MixinCocoAddRemove method)
add_image() (kwcoco.coco_dataset.MixinCocoAddRemove method)
add_images() (kwcoco.coco_dataset.MixinCocoAddRemove method)
add_predictions() (kwcoco.metrics.detect_metrics.DetectionMetrics method)
(kwcoco.metrics.DetectionMetrics method)
(kwcoco.metrics.voc_metrics.VOC_Metrics method)
add_truth() (kwcoco.metrics.detect_metrics.DetectionMetrics method)
(kwcoco.metrics.DetectionMetrics method)
(kwcoco.metrics.voc_metrics.VOC_Metrics method)
add_video() (kwcoco.coco_dataset.MixinCocoAddRemove method)
AddError
aids (kwcoco.coco_objects1d.Annots property)
(kwcoco.coco_objects1d.Images property)
AnnotGroups (class in kwcoco.coco_objects1d)
Annots (class in kwcoco.coco_objects1d)
annots (kwcoco.coco_objects1d.Images property)
annots() (kwcoco.coco_dataset.MixinCocoObjects method)
anns (kwcoco.coco_dataset.MixinCocoIndex property)
annToMask() (kwcoco.compat_dataset.COCO method)
annToRLE() (kwcoco.compat_dataset.COCO method)
area (kwcoco.coco_objects1d.Images property)
as_list (kwcoco.channel_spec.FusedChannelSpec attribute)
(kwcoco.FusedChannelSpec attribute)
as_oset (kwcoco.channel_spec.FusedChannelSpec attribute)
(kwcoco.FusedChannelSpec attribute)
as_path() (kwcoco.channel_spec.ChannelSpec method)
(kwcoco.channel_spec.FusedChannelSpec method)
(kwcoco.ChannelSpec method)
(kwcoco.FusedChannelSpec method)
as_set (kwcoco.channel_spec.FusedChannelSpec attribute)
(kwcoco.FusedChannelSpec attribute)
attribute_frequency() (kwcoco.coco_objects1d.ObjectList1D method)
B
BaseChannelSpec (class in kwcoco.channel_spec)
basic_stats() (kwcoco.coco_dataset.MixinCocoStats method)
binarize_classless() (kwcoco.metrics.confusion_vectors.ConfusionVectors method)
(kwcoco.metrics.ConfusionVectors method)
binarize_ovr() (kwcoco.metrics.confusion_vectors.ConfusionVectors method)
(kwcoco.metrics.ConfusionVectors method)
BinaryConfusionVectors (class in kwcoco.metrics)
(class in kwcoco.metrics.confusion_vectors)
Boids (class in kwcoco.demo.boids)
boundary_conditions() (kwcoco.demo.boids.Boids method)
boxes (kwcoco.coco_objects1d.Annots property)
boxsize_stats() (kwcoco.coco_dataset.MixinCocoStats method)
build() (kwcoco.coco_dataset.CocoIndex method)
bundle_dpath (kwcoco.coco_image.CocoImage property)
(kwcoco.CocoImage property)
C
Categories (class in kwcoco.coco_objects1d)
categories() (kwcoco.coco_dataset.MixinCocoObjects method)
category_annotation_frequency() (kwcoco.coco_dataset.MixinCocoStats method)
category_annotation_type_frequency() (kwcoco.coco_dataset.MixinCocoStats method)
category_graph() (kwcoco.coco_dataset.MixinCocoAccessors method)
category_id (kwcoco.coco_objects1d.Annots property)
category_names (kwcoco.category_tree.CategoryTree property)
(kwcoco.CategoryTree property)
CategoryTree (class in kwcoco)
(class in kwcoco.category_tree)
catname (kwcoco.metrics.BinaryConfusionVectors property)
(kwcoco.metrics.confusion_measures.Measures property)
(kwcoco.metrics.confusion_vectors.BinaryConfusionVectors property)
(kwcoco.metrics.Measures property)
cats (kwcoco.category_tree.CategoryTree property)
(kwcoco.CategoryTree property)
(kwcoco.coco_dataset.MixinCocoIndex property)
catToImgs (kwcoco.compat_dataset.COCO property)
chan_code() (kwcoco.sensorchan_spec.SensorChanTransformer method)
chan_getitem() (kwcoco.sensorchan_spec.SensorChanTransformer method)
chan_getslice_0b() (kwcoco.sensorchan_spec.SensorChanTransformer method)
chan_getslice_ab() (kwcoco.sensorchan_spec.SensorChanTransformer method)
chan_id() (kwcoco.sensorchan_spec.SensorChanTransformer method)
chan_single() (kwcoco.sensorchan_spec.SensorChanTransformer method)
channel_rhs() (kwcoco.sensorchan_spec.SensorChanTransformer method)
channels (kwcoco.coco_image.CocoImage property)
(kwcoco.CocoImage property)
ChannelSpec (class in kwcoco)
(class in kwcoco.channel_spec)
cid_to_aids (kwcoco.coco_dataset.MixinCocoIndex property)
cid_to_gids (kwcoco.coco_dataset.CocoIndex property)
cid_to_rgb() (in module kwcoco.data.grab_camvid)
cids (kwcoco.coco_objects1d.AnnotGroups property)
(kwcoco.coco_objects1d.Annots property)
(kwcoco.coco_objects1d.Categories property)
clamp_mag() (in module kwcoco.demo.boids)
class_accuracy_from_confusion() (in module kwcoco.metrics.sklearn_alts)
class_names (kwcoco.category_tree.CategoryTree property)
(kwcoco.CategoryTree property)
classification_report() (in module kwcoco.metrics.clf_report)
(kwcoco.metrics.confusion_vectors.ConfusionVectors method)
(kwcoco.metrics.ConfusionVectors method)
clear() (kwcoco.coco_dataset.CocoIndex method)
(kwcoco.metrics.detect_metrics.DetectionMetrics method)
(kwcoco.metrics.DetectionMetrics method)
clear_annotations() (kwcoco.coco_dataset.MixinCocoAddRemove method)
clear_images() (kwcoco.coco_dataset.MixinCocoAddRemove method)
closest_point_on_line_segment() (in module kwcoco.demo.boids)
cnames (kwcoco.coco_objects1d.AnnotGroups property)
(kwcoco.coco_objects1d.Annots property)
coarsen() (kwcoco.metrics.confusion_vectors.ConfusionVectors method)
(kwcoco.metrics.ConfusionVectors method)
COCO (class in kwcoco.compat_dataset)
coco_image() (kwcoco.coco_dataset.MixinCocoAccessors method)
coco_images (kwcoco.coco_objects1d.Images property)
coco_to_kpf() (in module kwcoco.kpf)
CocoAsset (class in kwcoco.coco_image)
CocoConformCLI (class in kwcoco.cli.coco_conform)
CocoConformCLI.CLIConfig (class in kwcoco.cli.coco_conform)
CocoDataset (class in kwcoco)
(class in kwcoco.coco_dataset)
CocoGrabCLI (class in kwcoco.cli.coco_grab)
CocoGrabCLI.CLIConfig (class in kwcoco.cli.coco_grab)
CocoImage (class in kwcoco)
(class in kwcoco.coco_image)
CocoIndex (class in kwcoco.coco_dataset)
CocoModifyCatsCLI (class in kwcoco.cli.coco_modify_categories)
CocoModifyCatsCLI.CLIConfig (class in kwcoco.cli.coco_modify_categories)
CocoRerootCLI (class in kwcoco.cli.coco_reroot)
CocoRerootCLI.CLIConfig (class in kwcoco.cli.coco_reroot)
CocoShowCLI (class in kwcoco.cli.coco_show)
CocoShowCLI.CLIConfig (class in kwcoco.cli.coco_show)
CocoSplitCLI (class in kwcoco.cli.coco_split)
CocoSplitCLI.CLIConfig (class in kwcoco.cli.coco_split)
CocoStatsCLI (class in kwcoco.cli.coco_stats)
CocoStatsCLI.CLIConfig (class in kwcoco.cli.coco_stats)
CocoSubsetCLI (class in kwcoco.cli.coco_subset)
CocoSubsetCLI.CLIConfig (class in kwcoco.cli.coco_subset)
CocoToyDataCLI (class in kwcoco.cli.coco_toydata)
CocoToyDataCLI.CLIConfig (class in kwcoco.cli.coco_toydata)
CocoUnionCLI (class in kwcoco.cli.coco_union)
CocoUnionCLI.CLIConfig (class in kwcoco.cli.coco_union)
CocoValidateCLI (class in kwcoco.cli.coco_validate)
CocoValidateCLI.CLIConfig (class in kwcoco.cli.coco_validate)
code_list() (kwcoco.channel_spec.ChannelSpec method)
(kwcoco.channel_spec.FusedChannelSpec method)
(kwcoco.ChannelSpec method)
(kwcoco.FusedChannelSpec method)
coerce() (kwcoco.category_tree.CategoryTree class method)
(kwcoco.CategoryTree class method)
(kwcoco.channel_spec.BaseChannelSpec class method)
(kwcoco.channel_spec.ChannelSpec class method)
(kwcoco.channel_spec.FusedChannelSpec class method)
(kwcoco.ChannelSpec class method)
(kwcoco.coco_dataset.MixinCocoExtras class method)
(kwcoco.FusedChannelSpec class method)
(kwcoco.sensorchan_spec.SensorChanSpec class method)
combine() (kwcoco.metrics.confusion_measures.MeasureCombiner method)
(kwcoco.metrics.confusion_measures.Measures class method)
(kwcoco.metrics.confusion_measures.OneVersusRestMeasureCombiner method)
(kwcoco.metrics.Measures class method)
component_indices() (kwcoco.channel_spec.ChannelSpec method)
(kwcoco.channel_spec.FusedChannelSpec method)
(kwcoco.ChannelSpec method)
(kwcoco.FusedChannelSpec method)
compress() (kwcoco.coco_objects1d.ObjectList1D method)
compute_forces() (kwcoco.demo.boids.Boids method)
concat() (kwcoco.channel_spec.FusedChannelSpec class method)
(kwcoco.FusedChannelSpec class method)
concice_si_display() (in module kwcoco.metrics.drawing)
concise() (kwcoco.channel_spec.ChannelSpec method)
(kwcoco.channel_spec.FusedChannelSpec method)
(kwcoco.ChannelSpec method)
(kwcoco.FusedChannelSpec method)
(kwcoco.sensorchan_spec.FusedChanNode method)
(kwcoco.sensorchan_spec.SensorChanSpec method)
concise_sensor_chan() (in module kwcoco.sensorchan_spec)
conform() (kwcoco.coco_dataset.MixinCocoStats method)
confusion_matrix() (in module kwcoco.metrics.sklearn_alts)
(kwcoco.metrics.confusion_vectors.ConfusionVectors method)
(kwcoco.metrics.ConfusionVectors method)
confusion_vectors() (kwcoco.metrics.detect_metrics.DetectionMetrics method)
(kwcoco.metrics.DetectionMetrics method)
ConfusionVectors (class in kwcoco.metrics)
(class in kwcoco.metrics.confusion_vectors)
convert_camvid_raw_to_coco() (in module kwcoco.data.grab_camvid)
convert_voc_to_coco() (in module kwcoco.data.grab_voc)
CoordinateCompatibilityError
copy() (kwcoco.category_tree.CategoryTree method)
(kwcoco.CategoryTree method)
(kwcoco.coco_dataset.CocoDataset method)
(kwcoco.CocoDataset method)
corrupted_images() (kwcoco.coco_dataset.MixinCocoExtras method)
counts() (kwcoco.metrics.confusion_measures.Measures method)
(kwcoco.metrics.Measures method)
createIndex() (kwcoco.compat_dataset.COCO method)
D
data_fpath (kwcoco.coco_dataset.MixinCocoExtras property)
data_root (kwcoco.coco_dataset.MixinCocoExtras property)
dataset_modification_example_via_construction() (in module kwcoco.examples.modification_example)
dataset_modification_example_via_copy() (in module kwcoco.examples.modification_example)
decode() (kwcoco.channel_spec.ChannelSpec method)
(kwcoco.ChannelSpec method)
default (kwcoco.cli.coco_conform.CocoConformCLI.CLIConfig attribute)
(kwcoco.cli.coco_grab.CocoGrabCLI.CLIConfig attribute)
(kwcoco.cli.coco_modify_categories.CocoModifyCatsCLI.CLIConfig attribute)
(kwcoco.cli.coco_reroot.CocoRerootCLI.CLIConfig attribute)
(kwcoco.cli.coco_show.CocoShowCLI.CLIConfig attribute)
(kwcoco.cli.coco_split.CocoSplitCLI.CLIConfig attribute)
(kwcoco.cli.coco_stats.CocoStatsCLI.CLIConfig attribute)
(kwcoco.cli.coco_subset.CocoSubsetCLI.CLIConfig attribute)
(kwcoco.cli.coco_toydata.CocoToyDataCLI.CLIConfig attribute)
(kwcoco.cli.coco_union.CocoUnionCLI.CLIConfig attribute)
(kwcoco.cli.coco_validate.CocoValidateCLI.CLIConfig attribute)
DEFAULT_COLUMNS (kwcoco.kw18.KW18 attribute)
delay() (kwcoco.coco_image.CocoImage method)
(kwcoco.CocoImage method)
delayed_load() (kwcoco.coco_dataset.MixinCocoAccessors method)
demo() (in module kwcoco.kpf)
(kwcoco.category_tree.CategoryTree class method)
(kwcoco.CategoryTree class method)
(kwcoco.coco_dataset.MixinCocoExtras class method)
(kwcoco.kw18.KW18 class method)
(kwcoco.metrics.BinaryConfusionVectors class method)
(kwcoco.metrics.confusion_measures.Measures class method)
(kwcoco.metrics.confusion_vectors.BinaryConfusionVectors class method)
(kwcoco.metrics.confusion_vectors.ConfusionVectors class method)
(kwcoco.metrics.confusion_vectors.OneVsRestConfusionVectors class method)
(kwcoco.metrics.ConfusionVectors class method)
(kwcoco.metrics.detect_metrics.DetectionMetrics class method)
(kwcoco.metrics.DetectionMetrics class method)
(kwcoco.metrics.Measures class method)
(kwcoco.metrics.OneVsRestConfusionVectors class method)
demo_coco_data() (in module kwcoco.coco_dataset)
demo_format_options() (in module kwcoco.metrics.drawing)
demo_load_msi_data() (in module kwcoco.examples.loading_multispectral_data)
demo_vectorize_interface() (in module kwcoco.examples.getting_started_existing_dataset)
demo_vectorized_interface() (in module kwcoco.examples.vectorized_interface)
detach() (kwcoco.coco_image.CocoImage method)
(kwcoco.CocoImage method)
DetectionMetrics (class in kwcoco.metrics)
(class in kwcoco.metrics.detect_metrics)
detections (kwcoco.coco_objects1d.Annots property)
DictProxy (class in kwcoco.metrics.util)
difference() (kwcoco.channel_spec.BaseChannelSpec method)
(kwcoco.channel_spec.ChannelSpec method)
(kwcoco.channel_spec.FusedChannelSpec method)
(kwcoco.ChannelSpec method)
(kwcoco.FusedChannelSpec method)
download() (kwcoco.compat_dataset.COCO method)
draw() (kwcoco.metrics.confusion_measures.Measures method)
(kwcoco.metrics.confusion_measures.PerClass_Measures method)
(kwcoco.metrics.Measures method)
(kwcoco.metrics.PerClass_Measures method)
draw_distribution() (kwcoco.metrics.BinaryConfusionVectors method)
(kwcoco.metrics.confusion_vectors.BinaryConfusionVectors method)
draw_image() (kwcoco.coco_dataset.MixinCocoDraw method)
draw_perclass_prcurve() (in module kwcoco.metrics.drawing)
draw_perclass_roc() (in module kwcoco.metrics.drawing)
draw_perclass_thresholds() (in module kwcoco.metrics.drawing)
draw_pr() (kwcoco.metrics.confusion_measures.PerClass_Measures method)
(kwcoco.metrics.PerClass_Measures method)
draw_prcurve() (in module kwcoco.metrics.drawing)
draw_roc() (in module kwcoco.metrics.drawing)
(kwcoco.metrics.confusion_measures.PerClass_Measures method)
(kwcoco.metrics.PerClass_Measures method)
draw_threshold_curves() (in module kwcoco.metrics.drawing)
draw_true_and_pred_boxes() (in module kwcoco.examples.draw_gt_and_predicted_boxes)
dsize (kwcoco.coco_image.CocoImage property)
(kwcoco.CocoImage property)
dump() (kwcoco.coco_dataset.CocoDataset method)
(kwcoco.CocoDataset method)
(kwcoco.kw18.KW18 method)
dumps() (kwcoco.coco_dataset.CocoDataset method)
(kwcoco.CocoDataset method)
(kwcoco.kw18.KW18 method)
DuplicateAddError
E
encode() (kwcoco.channel_spec.ChannelSpec method)
(kwcoco.ChannelSpec method)
ensure_category() (kwcoco.coco_dataset.MixinCocoAddRemove method)
ensure_image() (kwcoco.coco_dataset.MixinCocoAddRemove method)
ensure_voc_coco() (in module kwcoco.data.grab_voc)
ensure_voc_data() (in module kwcoco.data.grab_voc)
epilog (kwcoco.cli.coco_conform.CocoConformCLI.CLIConfig attribute)
(kwcoco.cli.coco_modify_categories.CocoModifyCatsCLI.CLIConfig attribute)
(kwcoco.cli.coco_reroot.CocoRerootCLI.CLIConfig attribute)
(kwcoco.cli.coco_show.CocoShowCLI.CLIConfig attribute)
(kwcoco.cli.coco_split.CocoSplitCLI.CLIConfig attribute)
(kwcoco.cli.coco_stats.CocoStatsCLI.CLIConfig attribute)
(kwcoco.cli.coco_subset.CocoSubsetCLI.CLIConfig attribute)
(kwcoco.cli.coco_toydata.CocoToyDataCLI.CLIConfig attribute)
(kwcoco.cli.coco_union.CocoUnionCLI.CLIConfig attribute)
(kwcoco.cli.coco_validate.CocoValidateCLI.CLIConfig attribute)
eval_detections_cli() (in module kwcoco.metrics)
(in module kwcoco.metrics.detect_metrics)
extended_stats() (kwcoco.coco_dataset.MixinCocoStats method)
F
fast_confusion_matrix() (in module kwcoco.metrics.functional)
finalize() (kwcoco.metrics.confusion_measures.MeasureCombiner method)
(kwcoco.metrics.confusion_measures.OneVersusRestMeasureCombiner method)
find_asset_obj() (kwcoco.coco_image.CocoImage method)
(kwcoco.CocoImage method)
find_representative_images() (kwcoco.coco_dataset.MixinCocoStats method)
forest_str() (kwcoco.category_tree.CategoryTree method)
(kwcoco.CategoryTree method)
fpath (kwcoco.coco_dataset.CocoDataset property)
(kwcoco.CocoDataset property)
from_arrays() (kwcoco.metrics.confusion_vectors.ConfusionVectors class method)
(kwcoco.metrics.ConfusionVectors class method)
from_coco() (kwcoco.category_tree.CategoryTree class method)
(kwcoco.CategoryTree class method)
(kwcoco.kw18.KW18 class method)
(kwcoco.metrics.detect_metrics.DetectionMetrics class method)
(kwcoco.metrics.DetectionMetrics class method)
from_coco_paths() (kwcoco.coco_dataset.CocoDataset class method)
(kwcoco.CocoDataset class method)
from_data() (kwcoco.coco_dataset.CocoDataset class method)
(kwcoco.CocoDataset class method)
from_gid() (kwcoco.coco_image.CocoImage class method)
(kwcoco.CocoImage class method)
from_image_paths() (kwcoco.coco_dataset.CocoDataset class method)
(kwcoco.CocoDataset class method)
from_json() (kwcoco.category_tree.CategoryTree class method)
(kwcoco.CategoryTree class method)
(kwcoco.metrics.confusion_measures.Measures class method)
(kwcoco.metrics.confusion_measures.PerClass_Measures class method)
(kwcoco.metrics.confusion_vectors.ConfusionVectors class method)
(kwcoco.metrics.ConfusionVectors class method)
(kwcoco.metrics.Measures class method)
(kwcoco.metrics.PerClass_Measures class method)
from_mutex() (kwcoco.category_tree.CategoryTree class method)
(kwcoco.CategoryTree class method)
fuse() (kwcoco.channel_spec.ChannelSpec method)
(kwcoco.channel_spec.FusedChannelSpec method)
(kwcoco.ChannelSpec method)
(kwcoco.FusedChannelSpec method)
fused() (kwcoco.sensorchan_spec.SensorChanTransformer method)
fused_seq() (kwcoco.sensorchan_spec.SensorChanTransformer method)
FusedChannelSpec (class in kwcoco)
(class in kwcoco.channel_spec)
FusedChanNode (class in kwcoco.sensorchan_spec)
G
get() (kwcoco.coco_image.CocoAsset method)
(kwcoco.coco_image.CocoImage method)
(kwcoco.coco_objects1d.ObjectList1D method)
(kwcoco.CocoImage method)
get_auxiliary_fpath() (kwcoco.coco_dataset.MixinCocoAccessors method)
get_image_fpath() (kwcoco.coco_dataset.MixinCocoAccessors method)
get_images_with_videoid() (in module kwcoco.examples.faq)
getAnnIds() (kwcoco.compat_dataset.COCO method)
getCatIds() (kwcoco.compat_dataset.COCO method)
getImgIds() (kwcoco.compat_dataset.COCO method)
getting_started_existing_dataset() (in module kwcoco.examples.getting_started_existing_dataset)
gid_to_aids (kwcoco.coco_dataset.MixinCocoIndex property)
gids (kwcoco.coco_objects1d.Annots property)
(kwcoco.coco_objects1d.Images property)
global_accuracy_from_confusion() (in module kwcoco.metrics.sklearn_alts)
gname (kwcoco.coco_objects1d.Images property)
gpath (kwcoco.coco_objects1d.Images property)
grab_camvid_sampler() (in module kwcoco.data.grab_camvid)
grab_camvid_train_test_val_splits() (in module kwcoco.data.grab_camvid)
grab_coco_camvid() (in module kwcoco.data.grab_camvid)
grab_domain_net() (in module kwcoco.data.grab_domainnet)
grab_raw_camvid() (in module kwcoco.data.grab_camvid)
H
height (kwcoco.coco_objects1d.Images property)
I
id_to_idx (kwcoco.category_tree.CategoryTree property)
(kwcoco.CategoryTree property)
idx_pairwise_distance (kwcoco.category_tree.CategoryTree attribute)
(kwcoco.CategoryTree attribute)
idx_to_ancestor_idxs (kwcoco.category_tree.CategoryTree attribute)
(kwcoco.CategoryTree attribute)
idx_to_descendants_idxs (kwcoco.category_tree.CategoryTree attribute)
(kwcoco.CategoryTree attribute)
idx_to_id (kwcoco.category_tree.CategoryTree property)
(kwcoco.CategoryTree property)
image_id (kwcoco.coco_objects1d.Annots property)
ImageGroups (class in kwcoco.coco_objects1d)
Images (class in kwcoco.coco_objects1d)
images (kwcoco.coco_objects1d.Annots property)
(kwcoco.coco_objects1d.Videos property)
images() (kwcoco.coco_dataset.MixinCocoObjects method)
img_root (kwcoco.coco_dataset.MixinCocoExtras property)
imgs (kwcoco.coco_dataset.MixinCocoIndex property)
imgToAnns (kwcoco.compat_dataset.COCO property)
imread() (kwcoco.coco_dataset.MixinCocoDraw method)
index() (kwcoco.category_tree.CategoryTree method)
(kwcoco.CategoryTree method)
info (kwcoco.channel_spec.ChannelSpec property)
(kwcoco.ChannelSpec property)
info() (kwcoco.compat_dataset.COCO method)
initialize() (kwcoco.demo.boids.Boids method)
intersection() (kwcoco.channel_spec.BaseChannelSpec method)
(kwcoco.channel_spec.ChannelSpec method)
(kwcoco.channel_spec.FusedChannelSpec method)
(kwcoco.ChannelSpec method)
(kwcoco.FusedChannelSpec method)
InvalidAddError
is_mutex() (kwcoco.category_tree.CategoryTree method)
(kwcoco.CategoryTree method)
issubset() (kwcoco.channel_spec.BaseChannelSpec method)
(kwcoco.channel_spec.ChannelSpec method)
(kwcoco.channel_spec.FusedChannelSpec method)
(kwcoco.ChannelSpec method)
(kwcoco.FusedChannelSpec method)
issuperset() (kwcoco.channel_spec.BaseChannelSpec method)
(kwcoco.channel_spec.ChannelSpec method)
(kwcoco.channel_spec.FusedChannelSpec method)
(kwcoco.ChannelSpec method)
(kwcoco.FusedChannelSpec method)
items() (kwcoco.channel_spec.ChannelSpec method)
(kwcoco.ChannelSpec method)
iter_asset_objs() (kwcoco.coco_image.CocoImage method)
(kwcoco.CocoImage method)
iter_image_filepaths() (kwcoco.coco_image.CocoImage method)
(kwcoco.CocoImage method)
K
keypoint_annotation_frequency() (kwcoco.coco_dataset.MixinCocoStats method)
keypoint_categories() (kwcoco.coco_dataset.MixinCocoAccessors method)
keys() (kwcoco.channel_spec.ChannelSpec method)
(kwcoco.ChannelSpec method)
(kwcoco.coco_image.CocoAsset method)
(kwcoco.coco_image.CocoImage method)
(kwcoco.CocoImage method)
(kwcoco.metrics.confusion_vectors.OneVsRestConfusionVectors method)
(kwcoco.metrics.OneVsRestConfusionVectors method)
(kwcoco.metrics.util.DictProxy method)
KW18 (class in kwcoco.kw18)
kwcoco
module
kwcoco.__init__
module
kwcoco.abstract_coco_dataset
module
kwcoco.category_tree
module
kwcoco.channel_spec
module
kwcoco.cli
module
kwcoco.cli.coco_conform
module
kwcoco.cli.coco_grab
module
kwcoco.cli.coco_modify_categories
module
kwcoco.cli.coco_reroot
module
kwcoco.cli.coco_show
module
kwcoco.cli.coco_split
module
kwcoco.cli.coco_stats
module
kwcoco.cli.coco_subset
module
kwcoco.cli.coco_toydata
module
kwcoco.cli.coco_union
module
kwcoco.cli.coco_validate
module
kwcoco.coco_dataset
module
kwcoco.coco_image
module
kwcoco.coco_objects1d
module
kwcoco.compat_dataset
module
kwcoco.data
module
kwcoco.data.grab_camvid
module
kwcoco.data.grab_datasets
module
kwcoco.data.grab_domainnet
module
kwcoco.data.grab_voc
module
kwcoco.demo
module
kwcoco.demo.boids
module
kwcoco.demo.perterb
module
kwcoco.examples
module
kwcoco.examples.draw_gt_and_predicted_boxes
module
kwcoco.examples.faq
module
kwcoco.examples.getting_started_existing_dataset
module
kwcoco.examples.loading_multispectral_data
module
kwcoco.examples.modification_example
module
kwcoco.examples.vectorized_interface
module
kwcoco.exceptions
module
kwcoco.kpf
module
kwcoco.kw18
module
kwcoco.metrics
module
kwcoco.metrics.assignment
module
kwcoco.metrics.clf_report
module
kwcoco.metrics.confusion_measures
module
kwcoco.metrics.confusion_vectors
module
kwcoco.metrics.detect_metrics
module
kwcoco.metrics.drawing
module
kwcoco.metrics.functional
module
kwcoco.metrics.sklearn_alts
module
kwcoco.metrics.util
module
kwcoco.metrics.voc_metrics
module
kwcoco.sensorchan_spec
module
L
load() (kwcoco.kw18.KW18 class method)
load_annot_sample() (kwcoco.coco_dataset.MixinCocoAccessors method)
load_image() (kwcoco.coco_dataset.MixinCocoAccessors method)
loadAnns() (kwcoco.compat_dataset.COCO method)
loadCats() (kwcoco.compat_dataset.COCO method)
loadImgs() (kwcoco.compat_dataset.COCO method)
loadNumpyAnnotations() (kwcoco.compat_dataset.COCO method)
loadRes() (kwcoco.compat_dataset.COCO method)
loads() (kwcoco.kw18.KW18 class method)
lookup() (kwcoco.coco_objects1d.ObjectGroups method)
(kwcoco.coco_objects1d.ObjectList1D method)
M
main() (in module kwcoco.data.grab_camvid)
(in module kwcoco.data.grab_voc)
(kwcoco.cli.coco_conform.CocoConformCLI class method)
(kwcoco.cli.coco_grab.CocoGrabCLI class method)
(kwcoco.cli.coco_modify_categories.CocoModifyCatsCLI class method)
(kwcoco.cli.coco_reroot.CocoRerootCLI class method)
(kwcoco.cli.coco_show.CocoShowCLI class method)
(kwcoco.cli.coco_split.CocoSplitCLI class method)
(kwcoco.cli.coco_stats.CocoStatsCLI class method)
(kwcoco.cli.coco_subset.CocoSubsetCLI class method)
(kwcoco.cli.coco_toydata.CocoToyDataCLI class method)
(kwcoco.cli.coco_union.CocoUnionCLI class method)
(kwcoco.cli.coco_validate.CocoValidateCLI class method)
maximized_thresholds() (kwcoco.metrics.confusion_measures.Measures method)
(kwcoco.metrics.Measures method)
MeasureCombiner (class in kwcoco.metrics.confusion_measures)
Measures (class in kwcoco.metrics)
(class in kwcoco.metrics.confusion_measures)
measures() (kwcoco.metrics.BinaryConfusionVectors method)
(kwcoco.metrics.confusion_vectors.BinaryConfusionVectors method)
(kwcoco.metrics.confusion_vectors.OneVsRestConfusionVectors method)
(kwcoco.metrics.OneVsRestConfusionVectors method)
missing_images() (kwcoco.coco_dataset.MixinCocoExtras method)
MixinCocoAccessors (class in kwcoco.coco_dataset)
MixinCocoAddRemove (class in kwcoco.coco_dataset)
MixinCocoDepricate (class in kwcoco.coco_dataset)
MixinCocoDraw (class in kwcoco.coco_dataset)
MixinCocoExtras (class in kwcoco.coco_dataset)
MixinCocoIndex (class in kwcoco.coco_dataset)
MixinCocoObjects (class in kwcoco.coco_dataset)
MixinCocoStats (class in kwcoco.coco_dataset)
module
kwcoco
kwcoco.__init__
kwcoco.abstract_coco_dataset
kwcoco.category_tree
kwcoco.channel_spec
kwcoco.cli
kwcoco.cli.coco_conform
kwcoco.cli.coco_grab
kwcoco.cli.coco_modify_categories
kwcoco.cli.coco_reroot
kwcoco.cli.coco_show
kwcoco.cli.coco_split
kwcoco.cli.coco_stats
kwcoco.cli.coco_subset
kwcoco.cli.coco_toydata
kwcoco.cli.coco_union
kwcoco.cli.coco_validate
kwcoco.coco_dataset
kwcoco.coco_image
kwcoco.coco_objects1d
kwcoco.compat_dataset
kwcoco.data
kwcoco.data.grab_camvid
kwcoco.data.grab_datasets
kwcoco.data.grab_domainnet
kwcoco.data.grab_voc
kwcoco.demo
kwcoco.demo.boids
kwcoco.demo.perterb
kwcoco.examples
kwcoco.examples.draw_gt_and_predicted_boxes
kwcoco.examples.faq
kwcoco.examples.getting_started_existing_dataset
kwcoco.examples.loading_multispectral_data
kwcoco.examples.modification_example
kwcoco.examples.vectorized_interface
kwcoco.exceptions
kwcoco.kpf
kwcoco.kw18
kwcoco.metrics
kwcoco.metrics.assignment
kwcoco.metrics.clf_report
kwcoco.metrics.confusion_measures
kwcoco.metrics.confusion_vectors
kwcoco.metrics.detect_metrics
kwcoco.metrics.drawing
kwcoco.metrics.functional
kwcoco.metrics.sklearn_alts
kwcoco.metrics.util
kwcoco.metrics.voc_metrics
kwcoco.sensorchan_spec
N
n_annots (kwcoco.coco_dataset.MixinCocoStats property)
(kwcoco.coco_objects1d.Images property)
n_cats (kwcoco.coco_dataset.MixinCocoStats property)
n_images (kwcoco.coco_dataset.MixinCocoStats property)
n_videos (kwcoco.coco_dataset.MixinCocoStats property)
name (kwcoco.cli.coco_conform.CocoConformCLI attribute)
(kwcoco.cli.coco_grab.CocoGrabCLI attribute)
(kwcoco.cli.coco_modify_categories.CocoModifyCatsCLI attribute)
(kwcoco.cli.coco_reroot.CocoRerootCLI attribute)
(kwcoco.cli.coco_show.CocoShowCLI attribute)
(kwcoco.cli.coco_split.CocoSplitCLI attribute)
(kwcoco.cli.coco_stats.CocoStatsCLI attribute)
(kwcoco.cli.coco_subset.CocoSubsetCLI attribute)
(kwcoco.cli.coco_toydata.CocoToyDataCLI attribute)
(kwcoco.cli.coco_union.CocoUnionCLI attribute)
(kwcoco.cli.coco_validate.CocoValidateCLI attribute)
(kwcoco.coco_objects1d.Categories property)
name_to_cat (kwcoco.coco_dataset.MixinCocoIndex property)
normalize() (kwcoco.category_tree.CategoryTree method)
(kwcoco.CategoryTree method)
(kwcoco.channel_spec.BaseChannelSpec method)
(kwcoco.channel_spec.ChannelSpec method)
(kwcoco.channel_spec.FusedChannelSpec method)
(kwcoco.ChannelSpec method)
(kwcoco.FusedChannelSpec method)
(kwcoco.sensorchan_spec.SensorChanSpec method)
normalize_sensor_chan() (in module kwcoco.sensorchan_spec)
nosensor_chan() (kwcoco.sensorchan_spec.SensorChanTransformer method)
num_channels (kwcoco.coco_image.CocoImage property)
(kwcoco.CocoImage property)
num_classes (kwcoco.category_tree.CategoryTree property)
(kwcoco.CategoryTree property)
numel() (kwcoco.channel_spec.ChannelSpec method)
(kwcoco.channel_spec.FusedChannelSpec method)
(kwcoco.ChannelSpec method)
(kwcoco.FusedChannelSpec method)
O
object_categories() (kwcoco.coco_dataset.MixinCocoAccessors method)
ObjectGroups (class in kwcoco.coco_objects1d)
ObjectList1D (class in kwcoco.coco_objects1d)
objs (kwcoco.coco_objects1d.ObjectList1D property)
OneVersusRestMeasureCombiner (class in kwcoco.metrics.confusion_measures)
OneVsRestConfusionVectors (class in kwcoco.metrics)
(class in kwcoco.metrics.confusion_vectors)
oset_delitem() (in module kwcoco.channel_spec)
oset_insert() (in module kwcoco.channel_spec)
ovr_classification_report() (in module kwcoco.metrics.clf_report)
(kwcoco.metrics.confusion_vectors.OneVsRestConfusionVectors method)
(kwcoco.metrics.OneVsRestConfusionVectors method)
P
parse() (kwcoco.channel_spec.ChannelSpec method)
(kwcoco.channel_spec.FusedChannelSpec class method)
(kwcoco.ChannelSpec method)
(kwcoco.FusedChannelSpec class method)
path_sanitize() (kwcoco.channel_spec.BaseChannelSpec method)
paths() (kwcoco.demo.boids.Boids method)
pct_summarize2() (in module kwcoco.metrics.detect_metrics)
peek() (kwcoco.coco_objects1d.ObjectList1D method)
PerClass_Measures (class in kwcoco.metrics)
(class in kwcoco.metrics.confusion_measures)
perterb_coco() (in module kwcoco.demo.perterb)
populate_info() (in module kwcoco.metrics.confusion_measures)
pred_detections() (kwcoco.metrics.detect_metrics.DetectionMetrics method)
(kwcoco.metrics.DetectionMetrics method)
primary_asset() (kwcoco.coco_image.CocoImage method)
(kwcoco.CocoImage method)
primary_image_filepath() (kwcoco.coco_image.CocoImage method)
(kwcoco.CocoImage method)
pycocotools_confusion_vectors() (in module kwcoco.metrics.detect_metrics)
Q
query_subset() (in module kwcoco.cli.coco_subset)
queue_size (kwcoco.metrics.confusion_measures.MeasureCombiner property)
R
random() (kwcoco.coco_dataset.MixinCocoExtras class method)
reconstruct() (kwcoco.metrics.confusion_measures.Measures method)
(kwcoco.metrics.Measures method)
remove_annotation() (kwcoco.coco_dataset.MixinCocoAddRemove method)
remove_annotation_keypoints() (kwcoco.coco_dataset.MixinCocoAddRemove method)
remove_annotations() (kwcoco.coco_dataset.MixinCocoAddRemove method)
remove_categories() (kwcoco.coco_dataset.MixinCocoAddRemove method)
remove_images() (kwcoco.coco_dataset.MixinCocoAddRemove method)
remove_keypoint_categories() (kwcoco.coco_dataset.MixinCocoAddRemove method)
remove_videos() (kwcoco.coco_dataset.MixinCocoAddRemove method)
rename_categories() (kwcoco.coco_dataset.MixinCocoExtras method)
reroot() (kwcoco.coco_dataset.MixinCocoExtras method)
reversable_diff() (in module kwcoco.metrics.confusion_measures)
rgb_to_cid() (in module kwcoco.data.grab_camvid)
S
score() (kwcoco.metrics.voc_metrics.VOC_Metrics method)
score_coco() (kwcoco.metrics.detect_metrics.DetectionMetrics method)
(kwcoco.metrics.DetectionMetrics method)
score_kwant() (kwcoco.metrics.detect_metrics.DetectionMetrics method)
(kwcoco.metrics.DetectionMetrics method)
score_kwcoco() (kwcoco.metrics.detect_metrics.DetectionMetrics method)
(kwcoco.metrics.DetectionMetrics method)
score_pycocotools() (kwcoco.metrics.detect_metrics.DetectionMetrics method)
(kwcoco.metrics.DetectionMetrics method)
score_voc() (kwcoco.metrics.detect_metrics.DetectionMetrics method)
(kwcoco.metrics.DetectionMetrics method)
sensor_chan() (kwcoco.sensorchan_spec.SensorChanTransformer method)
sensor_lhs() (kwcoco.sensorchan_spec.SensorChanTransformer method)
sensor_seq() (kwcoco.sensorchan_spec.SensorChanTransformer method)
sensorchan_concise_parts() (in module kwcoco.sensorchan_spec)
sensorchan_normalized_parts() (in module kwcoco.sensorchan_spec)
SensorChanNode (class in kwcoco.sensorchan_spec)
SensorChanSpec (class in kwcoco.sensorchan_spec)
SensorChanTransformer (class in kwcoco.sensorchan_spec)
set() (kwcoco.coco_objects1d.ObjectList1D method)
set_annotation_category() (kwcoco.coco_dataset.MixinCocoAddRemove method)
show() (kwcoco.category_tree.CategoryTree method)
(kwcoco.CategoryTree method)
show_image() (kwcoco.coco_dataset.MixinCocoDraw method)
showAnns() (kwcoco.compat_dataset.COCO method)
size (kwcoco.coco_objects1d.Images property)
sizes() (kwcoco.channel_spec.ChannelSpec method)
(kwcoco.channel_spec.FusedChannelSpec method)
(kwcoco.ChannelSpec method)
(kwcoco.FusedChannelSpec method)
spec (kwcoco.channel_spec.BaseChannelSpec property)
(kwcoco.channel_spec.ChannelSpec property)
(kwcoco.channel_spec.FusedChannelSpec property)
(kwcoco.ChannelSpec property)
(kwcoco.FusedChannelSpec property)
(kwcoco.sensorchan_spec.FusedChanNode property)
(kwcoco.sensorchan_spec.SensorChanNode property)
stats() (kwcoco.coco_dataset.MixinCocoStats method)
(kwcoco.coco_image.CocoImage method)
(kwcoco.CocoImage method)
step() (kwcoco.demo.boids.Boids method)
stream() (kwcoco.sensorchan_spec.SensorChanTransformer method)
stream_item() (kwcoco.sensorchan_spec.SensorChanTransformer method)
streams() (kwcoco.channel_spec.BaseChannelSpec method)
(kwcoco.channel_spec.ChannelSpec method)
(kwcoco.channel_spec.FusedChannelSpec method)
(kwcoco.ChannelSpec method)
(kwcoco.FusedChannelSpec method)
(kwcoco.sensorchan_spec.SensorChanSpec method)
submit() (kwcoco.metrics.confusion_measures.MeasureCombiner method)
(kwcoco.metrics.confusion_measures.OneVersusRestMeasureCombiner method)
subsequence_index() (in module kwcoco.channel_spec)
subset() (kwcoco.coco_dataset.CocoDataset method)
(kwcoco.CocoDataset method)
summarize() (kwcoco.metrics.detect_metrics.DetectionMetrics method)
(kwcoco.metrics.DetectionMetrics method)
summary() (kwcoco.metrics.confusion_measures.Measures method)
(kwcoco.metrics.confusion_measures.PerClass_Measures method)
(kwcoco.metrics.Measures method)
(kwcoco.metrics.PerClass_Measures method)
summary_plot() (kwcoco.metrics.confusion_measures.Measures method)
(kwcoco.metrics.confusion_measures.PerClass_Measures method)
(kwcoco.metrics.Measures method)
(kwcoco.metrics.PerClass_Measures method)
supercategory (kwcoco.coco_objects1d.Categories property)
T
take() (kwcoco.coco_objects1d.ObjectList1D method)
the_core_dataset_backend() (in module kwcoco.examples.getting_started_existing_dataset)
to_coco() (kwcoco.category_tree.CategoryTree method)
(kwcoco.CategoryTree method)
(kwcoco.kw18.KW18 method)
to_list (kwcoco.channel_spec.FusedChannelSpec attribute)
(kwcoco.FusedChannelSpec attribute)
to_oset (kwcoco.channel_spec.FusedChannelSpec attribute)
(kwcoco.FusedChannelSpec attribute)
to_set (kwcoco.channel_spec.FusedChannelSpec attribute)
(kwcoco.FusedChannelSpec attribute)
Transformer (class in kwcoco.sensorchan_spec)
triu_condense_multi_index() (in module kwcoco.demo.boids)
true_detections() (kwcoco.metrics.detect_metrics.DetectionMetrics method)
(kwcoco.metrics.DetectionMetrics method)
U
union() (kwcoco.channel_spec.BaseChannelSpec method)
(kwcoco.channel_spec.ChannelSpec method)
(kwcoco.channel_spec.FusedChannelSpec method)
(kwcoco.ChannelSpec method)
(kwcoco.coco_dataset.CocoDataset method)
(kwcoco.CocoDataset method)
(kwcoco.FusedChannelSpec method)
unique (kwcoco.channel_spec.FusedChannelSpec attribute)
(kwcoco.FusedChannelSpec attribute)
unique() (kwcoco.channel_spec.ChannelSpec method)
(kwcoco.ChannelSpec method)
(kwcoco.coco_objects1d.ObjectList1D method)
update_neighbors() (kwcoco.demo.boids.Boids method)
V
valid_region (kwcoco.coco_image.CocoImage attribute)
(kwcoco.CocoImage attribute)
validate() (kwcoco.coco_dataset.MixinCocoStats method)
values() (kwcoco.channel_spec.ChannelSpec method)
(kwcoco.ChannelSpec method)
video (kwcoco.coco_image.CocoImage property)
(kwcoco.CocoImage property)
Videos (class in kwcoco.coco_objects1d)
videos() (kwcoco.coco_dataset.MixinCocoObjects method)
view_sql() (kwcoco.coco_dataset.CocoDataset method)
(kwcoco.CocoDataset method)
VOC_Metrics (class in kwcoco.metrics.voc_metrics)
W
warp_img_from_vid (kwcoco.coco_image.CocoImage property)
(kwcoco.CocoImage property)
warp_vid_from_img (kwcoco.coco_image.CocoImage property)
(kwcoco.CocoImage property)
width (kwcoco.coco_objects1d.Images property)
X
xywh (kwcoco.coco_objects1d.Annots property)
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v: v0.3.1
Versions
master
latest
stable
v0.3.1
v0.3.0
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release
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dev-0.2.10
dev-0.1.5
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