datasetinsights
0.2.0
datasetinsights
Getting Started
SynthDet Guide
Dataset Evaluation
Synthetic Dataset
Synthetic Dataset Schema
datasetinsights
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Symbols
--access-token <access_token>
datasetinsights-download command line option
--checkpoint-dir <checkpoint_dir>
datasetinsights-train command line option
--checkpoint-file <checkpoint_file>
datasetinsights-evaluate command line option
datasetinsights-train command line option
--checksum-file <checksum_file>
datasetinsights-download command line option
--config <config>
datasetinsights-evaluate command line option
datasetinsights-train command line option
--include-binary
datasetinsights-download command line option
--kfp-metrics-dir <kfp_metrics_dir>
datasetinsights-evaluate command line option
--kfp-metrics-filename <kfp_metrics_filename>
datasetinsights-evaluate command line option
--no-cuda
datasetinsights-evaluate command line option
datasetinsights-train command line option
--no-val
datasetinsights-train command line option
--output <output>
datasetinsights-download command line option
--source-uri <source_uri>
datasetinsights-download command line option
--tb-log-dir <tb_log_dir>
datasetinsights-evaluate command line option
datasetinsights-train command line option
--test-data <test_data>
datasetinsights-evaluate command line option
--train-data <train_data>
datasetinsights-train command line option
--val-data <val_data>
datasetinsights-train command line option
--workers <workers>
datasetinsights-evaluate command line option
datasetinsights-train command line option
-b
datasetinsights-download command line option
-c
datasetinsights-evaluate command line option
datasetinsights-train command line option
-e
datasetinsights-train command line option
-l
datasetinsights-evaluate command line option
datasetinsights-train command line option
-o
datasetinsights-download command line option
-p
datasetinsights-evaluate command line option
datasetinsights-train command line option
,
[1]
-s
datasetinsights-download command line option
-t
datasetinsights-evaluate command line option
datasetinsights-train command line option
-w
datasetinsights-evaluate command line option
datasetinsights-train command line option
A
add_metric() (datasetinsights.io.kfp_output.KubeflowPipelineWriter method)
(datasetinsights.io.KubeflowPipelineWriter method)
add_records() (datasetinsights.evaluation_metrics.records.Records method)
ANNOTATION_FILE (datasetinsights.datasets.groceries_real.GroceriesReal attribute)
(datasetinsights.datasets.GroceriesReal attribute)
AnnotationDefinitions (class in datasetinsights.datasets.unity_perception)
(class in datasetinsights.datasets.unity_perception.references)
annotations (datasetinsights.datasets.groceries_real.GroceriesReal attribute)
(datasetinsights.datasets.GroceriesReal attribute)
(datasetinsights.datasets.unity_perception.Captures attribute)
(datasetinsights.datasets.unity_perception.captures.Captures attribute)
ARCHIVE_FILE (datasetinsights.datasets.SynDetection2D attribute)
(datasetinsights.datasets.synthetic.SynDetection2D attribute)
ARCHIVE_FILES (datasetinsights.datasets.groceries_real.GroceriesReal attribute)
(datasetinsights.datasets.GroceriesReal attribute)
area() (datasetinsights.io.bbox.BBox2D property)
(datasetinsights.io.BBox2D property)
AverageLog10Error (class in datasetinsights.evaluation_metrics)
(class in datasetinsights.evaluation_metrics.average_log10_error)
AveragePrecision (class in datasetinsights.evaluation_metrics)
(class in datasetinsights.evaluation_metrics.average_precision)
(class in datasetinsights.evaluation_metrics.average_precision_2d)
AveragePrecisionIOU50 (class in datasetinsights.evaluation_metrics)
(class in datasetinsights.evaluation_metrics.average_precision_2d)
AverageRecall (class in datasetinsights.evaluation_metrics)
(class in datasetinsights.evaluation_metrics.average_recall_2d)
AverageRelativeError (class in datasetinsights.evaluation_metrics)
(class in datasetinsights.evaluation_metrics.average_relative_error)
B
back_left_bottom_pt() (datasetinsights.io.bbox.BBox3d property)
back_left_top_pt() (datasetinsights.io.bbox.BBox3d property)
back_right_bottom_pt() (datasetinsights.io.bbox.BBox3d property)
back_right_top_pt() (datasetinsights.io.bbox.BBox3d property)
backbone (datasetinsights.estimators.deeplab.DeeplabV3 attribute)
(datasetinsights.estimators.DeeplabV3 attribute)
BadLoss
bar_plot() (in module datasetinsights.stats)
BBox2D (class in datasetinsights.io)
(class in datasetinsights.io.bbox)
BBox3d (class in datasetinsights.io.bbox)
bboxes (datasetinsights.datasets.dummy.dummy_object_detection.DummyDetection2D attribute)
BINARY (datasetinsights.datasets.unity_perception.tables.FileType attribute)
BoxListToTensor (class in datasetinsights.estimators.faster_rcnn)
C
calc_ap() (in module datasetinsights.evaluation_metrics.average_precision)
canonical2list() (in module datasetinsights.estimators.faster_rcnn)
CAPTURE (datasetinsights.datasets.unity_perception.tables.FileType attribute)
Captures (class in datasetinsights.datasets.unity_perception)
(class in datasetinsights.datasets.unity_perception.captures)
captures (datasetinsights.datasets.unity_perception.Captures attribute)
(datasetinsights.datasets.unity_perception.captures.Captures attribute)
catalog (datasetinsights.datasets.SynDetection2D attribute)
(datasetinsights.datasets.synthetic.SynDetection2D attribute)
center_distance() (in module datasetinsights.evaluation_metrics.average_precision)
check_duplicate_records() (in module datasetinsights.datasets.unity_perception.validation)
checkpoint_dir (datasetinsights.io.checkpoint.EstimatorCheckpoint attribute)
(datasetinsights.io.EstimatorCheckpoint attribute)
checkpointer (datasetinsights.estimators.deeplab.DeeplabV3 attribute)
(datasetinsights.estimators.DeeplabV3 attribute)
(datasetinsights.estimators.DenseDepth attribute)
(datasetinsights.estimators.densedepth.DenseDepth attribute)
(datasetinsights.estimators.faster_rcnn.FasterRCNN attribute)
(datasetinsights.estimators.FasterRCNN attribute)
checksum_matches() (in module datasetinsights.io.download)
ChecksumError
Cityscapes (class in datasetinsights.datasets)
(class in datasetinsights.datasets.cityscapes)
cm (datasetinsights.evaluation_metrics.IoU attribute)
(datasetinsights.evaluation_metrics.iou.IoU attribute)
CocoDetection (class in datasetinsights.datasets)
(class in datasetinsights.datasets.coco)
collate_fn() (datasetinsights.estimators.faster_rcnn.FasterRCNN static method)
(datasetinsights.estimators.FasterRCNN static method)
Compose (class in datasetinsights.io.transforms)
compute() (datasetinsights.estimators.faster_rcnn.Loss method)
(datasetinsights.evaluation_metrics.average_log10_error.AverageLog10Error method)
(datasetinsights.evaluation_metrics.average_precision.AveragePrecision method)
(datasetinsights.evaluation_metrics.average_precision_2d.AveragePrecision method)
(datasetinsights.evaluation_metrics.average_precision_2d.AveragePrecisionIOU50 method)
(datasetinsights.evaluation_metrics.average_precision_2d.MeanAveragePrecisionAverageOverIOU method)
(datasetinsights.evaluation_metrics.average_precision_2d.MeanAveragePrecisionIOU50 method)
(datasetinsights.evaluation_metrics.average_recall_2d.AverageRecall method)
(datasetinsights.evaluation_metrics.average_recall_2d.MeanAverageRecallAverageOverIOU method)
(datasetinsights.evaluation_metrics.average_relative_error.AverageRelativeError method)
(datasetinsights.evaluation_metrics.AverageLog10Error method)
(datasetinsights.evaluation_metrics.AveragePrecision method)
(datasetinsights.evaluation_metrics.AveragePrecisionIOU50 method)
(datasetinsights.evaluation_metrics.AverageRecall method)
(datasetinsights.evaluation_metrics.AverageRelativeError method)
(datasetinsights.evaluation_metrics.base.EvaluationMetric method)
(datasetinsights.evaluation_metrics.EvaluationMetric method)
(datasetinsights.evaluation_metrics.IoU method)
(datasetinsights.evaluation_metrics.iou.IoU method)
(datasetinsights.evaluation_metrics.MeanAveragePrecisionAverageOverIOU method)
(datasetinsights.evaluation_metrics.MeanAveragePrecisionIOU50 method)
(datasetinsights.evaluation_metrics.MeanAverageRecallAverageOverIOU method)
(datasetinsights.evaluation_metrics.root_mean_square_error.RootMeanSquareError method)
(datasetinsights.evaluation_metrics.RootMeanSquareError method)
(datasetinsights.evaluation_metrics.threshold_accuracy.ThresholdAccuracy method)
(datasetinsights.evaluation_metrics.ThresholdAccuracy method)
compute_checksum() (in module datasetinsights.io.download)
COMPUTE_TYPE (datasetinsights.evaluation_metrics.base.EvaluationMetric attribute)
(datasetinsights.evaluation_metrics.EvaluationMetric attribute)
config (datasetinsights.estimators.DenseDepth attribute)
(datasetinsights.estimators.densedepth.DenseDepth attribute)
convert() (datasetinsights.commands.download.SourceURI method)
convert_bboxes2canonical() (in module datasetinsights.estimators)
(in module datasetinsights.estimators.faster_rcnn)
convert_coco2canonical() (in module datasetinsights.datasets.coco)
convert_kitti2nu() (in module datasetinsights.datasets.kitti)
COUNT_COLUMN (datasetinsights.stats.RenderedObjectInfo attribute)
(datasetinsights.stats.statistics.RenderedObjectInfo attribute)
create() (datasetinsights.datasets.base.Dataset static method)
(datasetinsights.datasets.Dataset static method)
(datasetinsights.evaluation_metrics.base.EvaluationMetric static method)
(datasetinsights.evaluation_metrics.EvaluationMetric static method)
create_dataloader() (in module datasetinsights.estimators.faster_rcnn)
create_dataset() (in module datasetinsights.estimators.faster_rcnn)
create_downloader() (in module datasetinsights.io)
(in module datasetinsights.io.downloader)
(in module datasetinsights.io.downloader.base)
create_estimator() (in module datasetinsights.estimators)
(in module datasetinsights.estimators.base)
create_loader() (in module datasetinsights.io.loader)
create_optimizer_lrs() (datasetinsights.estimators.faster_rcnn.FasterRCNN static method)
(datasetinsights.estimators.FasterRCNN static method)
create_sampler() (datasetinsights.estimators.faster_rcnn.FasterRCNN static method)
(datasetinsights.estimators.FasterRCNN static method)
D
data (datasetinsights.io.kfp_output.KubeflowPipelineWriter attribute)
(datasetinsights.io.KubeflowPipelineWriter attribute)
data_dict (datasetinsights.io.kfp_output.KubeflowPipelineWriter attribute)
(datasetinsights.io.KubeflowPipelineWriter attribute)
data_root (datasetinsights.io.downloader.unity_simulation.Downloader attribute)
dataloader_creator() (in module datasetinsights.estimators.faster_rcnn)
Dataset (class in datasetinsights.datasets)
(class in datasetinsights.datasets.base)
dataset_directory (datasetinsights.datasets.groceries_real.GroceriesReal attribute)
(datasetinsights.datasets.GroceriesReal attribute)
DatasetDownloader (class in datasetinsights.io.downloader.base)
datasetinsights
module
datasetinsights-download command line option
--access-token <access_token>
--checksum-file <checksum_file>
--include-binary
--output <output>
--source-uri <source_uri>
-b
-o
-s
datasetinsights-evaluate command line option
--checkpoint-file <checkpoint_file>
--config <config>
--kfp-metrics-dir <kfp_metrics_dir>
--kfp-metrics-filename <kfp_metrics_filename>
--no-cuda
--tb-log-dir <tb_log_dir>
--test-data <test_data>
--workers <workers>
-c
-l
-p
-t
-w
datasetinsights-train command line option
--checkpoint-dir <checkpoint_dir>
--checkpoint-file <checkpoint_file>
--config <config>
--no-cuda
--no-val
--tb-log-dir <tb_log_dir>
--train-data <train_data>
--val-data <val_data>
--workers <workers>
-c
-e
-l
-p
,
[1]
-t
-w
datasetinsights.commands
module
datasetinsights.commands.download
module
datasetinsights.commands.evaluate
module
datasetinsights.commands.train
module
datasetinsights.constants
module
datasetinsights.datasets
module
datasetinsights.datasets.base
module
datasetinsights.datasets.cityscapes
module
datasetinsights.datasets.coco
module
datasetinsights.datasets.dummy
module
datasetinsights.datasets.dummy.dummy_object_detection
module
datasetinsights.datasets.exceptions
module
datasetinsights.datasets.groceries_real
module
datasetinsights.datasets.kitti
module
datasetinsights.datasets.nuscenes
module
datasetinsights.datasets.nyudepth
module
datasetinsights.datasets.synthetic
module
datasetinsights.datasets.unity_perception
module
datasetinsights.datasets.unity_perception.captures
module
datasetinsights.datasets.unity_perception.exceptions
module
datasetinsights.datasets.unity_perception.metrics
module
datasetinsights.datasets.unity_perception.references
module
datasetinsights.datasets.unity_perception.tables
module
datasetinsights.datasets.unity_perception.validation
module
datasetinsights.estimators
module
datasetinsights.estimators.base
module
datasetinsights.estimators.deeplab
module
datasetinsights.estimators.densedepth
module
datasetinsights.estimators.faster_rcnn
module
datasetinsights.evaluation_metrics
module
datasetinsights.evaluation_metrics.average_log10_error
module
datasetinsights.evaluation_metrics.average_precision
module
datasetinsights.evaluation_metrics.average_precision_2d
module
datasetinsights.evaluation_metrics.average_precision_config
module
datasetinsights.evaluation_metrics.average_recall_2d
module
datasetinsights.evaluation_metrics.average_relative_error
module
datasetinsights.evaluation_metrics.base
module
datasetinsights.evaluation_metrics.confusion_matrix
module
datasetinsights.evaluation_metrics.exceptions
module
datasetinsights.evaluation_metrics.iou
module
datasetinsights.evaluation_metrics.records
module
datasetinsights.evaluation_metrics.root_mean_square_error
module
datasetinsights.evaluation_metrics.threshold_accuracy
module
datasetinsights.io
module
datasetinsights.io.bbox
module
datasetinsights.io.checkpoint
module
datasetinsights.io.download
module
datasetinsights.io.downloader
module
datasetinsights.io.downloader.base
module
datasetinsights.io.downloader.gcs_downloader
module
datasetinsights.io.downloader.http_downloader
module
datasetinsights.io.downloader.unity_simulation
module
datasetinsights.io.exceptions
module
datasetinsights.io.gcs
module
datasetinsights.io.kfp_output
module
datasetinsights.io.loader
module
datasetinsights.io.transforms
module
datasetinsights.stats
module
datasetinsights.stats.statistics
module
datasetinsights.torch_distributed
module
DatasetNotFoundError
Decoder (class in datasetinsights.estimators.densedepth)
DeeplabV3 (class in datasetinsights.estimators)
(class in datasetinsights.estimators.deeplab)
DEFINITION_FILE (datasetinsights.datasets.groceries_real.GroceriesReal attribute)
(datasetinsights.datasets.GroceriesReal attribute)
DefinitionIDError
DenseDepth (class in datasetinsights.estimators)
(class in datasetinsights.estimators.densedepth)
DenseDepthModel (class in datasetinsights.estimators.densedepth)
deserialize() (datasetinsights.evaluation_metrics.average_precision.DetectionConfig class method)
DetectionConfig (class in datasetinsights.evaluation_metrics.average_precision)
device (datasetinsights.estimators.deeplab.DeeplabV3 attribute)
(datasetinsights.estimators.DeeplabV3 attribute)
(datasetinsights.estimators.DenseDepth attribute)
(datasetinsights.estimators.densedepth.DenseDepth attribute)
(datasetinsights.estimators.faster_rcnn.FasterRCNN attribute)
(datasetinsights.estimators.FasterRCNN attribute)
dirname (datasetinsights.io.checkpoint.LocalEstimatorWriter attribute)
distributed (datasetinsights.io.checkpoint.EstimatorCheckpoint attribute)
(datasetinsights.io.EstimatorCheckpoint attribute)
download() (datasetinsights.datasets.Cityscapes method)
(datasetinsights.datasets.cityscapes.Cityscapes method)
(datasetinsights.datasets.coco.CocoDetection method)
(datasetinsights.datasets.CocoDetection method)
(datasetinsights.datasets.dummy.dummy_object_detection.DummyDetection2D method)
(datasetinsights.datasets.GoogleGroceriesReal method)
(datasetinsights.datasets.groceries_real.GoogleGroceriesReal method)
(datasetinsights.datasets.kitti.Kitti method)
(datasetinsights.datasets.nuscenes.NuscenesDataLoader method)
(datasetinsights.datasets.NyuDepth method)
(datasetinsights.datasets.nyudepth.NyuDepth method)
(datasetinsights.io.downloader.base.DatasetDownloader method)
(datasetinsights.io.downloader.gcs_downloader.GCSDatasetDownloader method)
(datasetinsights.io.downloader.GCSDatasetDownloader method)
(datasetinsights.io.downloader.http_downloader.HTTPDatasetDownloader method)
(datasetinsights.io.downloader.HTTPDatasetDownloader method)
(datasetinsights.io.downloader.unity_simulation.UnitySimulationDownloader method)
(datasetinsights.io.downloader.UnitySimulationDownloader method)
(datasetinsights.io.gcs.GCSClient method)
download_all() (datasetinsights.io.downloader.unity_simulation.Downloader method)
download_binary_files() (datasetinsights.io.downloader.unity_simulation.Downloader method)
download_captures() (datasetinsights.io.downloader.unity_simulation.Downloader method)
download_file() (in module datasetinsights.io.download)
download_kitti_zips() (datasetinsights.datasets.kitti.Kitti method)
download_manifest() (in module datasetinsights.io.downloader.unity_simulation)
download_metrics() (datasetinsights.io.downloader.unity_simulation.Downloader method)
download_references() (datasetinsights.io.downloader.unity_simulation.Downloader method)
Downloader (class in datasetinsights.io.downloader.unity_simulation)
DownloadError
DummyDetection2D (class in datasetinsights.datasets.dummy.dummy_object_detection)
DuplicateRecordError
E
Egos (class in datasetinsights.datasets.unity_perception)
(class in datasetinsights.datasets.unity_perception.references)
Encoder (class in datasetinsights.estimators.densedepth)
Entrypoint (class in datasetinsights.commands)
Estimator (class in datasetinsights.estimators)
(class in datasetinsights.estimators.base)
EstimatorCheckpoint (class in datasetinsights.io)
(class in datasetinsights.io.checkpoint)
evaluate() (datasetinsights.estimators.base.Estimator method)
(datasetinsights.estimators.deeplab.DeeplabV3 method)
(datasetinsights.estimators.DeeplabV3 method)
(datasetinsights.estimators.DenseDepth method)
(datasetinsights.estimators.densedepth.DenseDepth method)
(datasetinsights.estimators.Estimator method)
(datasetinsights.estimators.faster_rcnn.FasterRCNN method)
(datasetinsights.estimators.FasterRCNN method)
evaluate_per_epoch() (datasetinsights.estimators.faster_rcnn.FasterRCNN method)
(datasetinsights.estimators.FasterRCNN method)
EvaluationMetric (class in datasetinsights.evaluation_metrics)
(class in datasetinsights.evaluation_metrics.base)
every_point_interpolated_ap() (datasetinsights.evaluation_metrics.average_precision_2d.AveragePrecision static method)
(datasetinsights.evaluation_metrics.AveragePrecision static method)
F
FasterRCNN (class in datasetinsights.estimators)
(class in datasetinsights.estimators.faster_rcnn)
file() (datasetinsights.datasets.unity_perception.tables.Table property)
FILE_PATTERN (datasetinsights.datasets.unity_perception.AnnotationDefinitions attribute)
(datasetinsights.datasets.unity_perception.Captures attribute)
(datasetinsights.datasets.unity_perception.captures.Captures attribute)
(datasetinsights.datasets.unity_perception.Egos attribute)
(datasetinsights.datasets.unity_perception.MetricDefinitions attribute)
(datasetinsights.datasets.unity_perception.Metrics attribute)
(datasetinsights.datasets.unity_perception.metrics.Metrics attribute)
(datasetinsights.datasets.unity_perception.references.AnnotationDefinitions attribute)
(datasetinsights.datasets.unity_perception.references.Egos attribute)
(datasetinsights.datasets.unity_perception.references.MetricDefinitions attribute)
(datasetinsights.datasets.unity_perception.references.Sensors attribute)
(datasetinsights.datasets.unity_perception.Sensors attribute)
filename (datasetinsights.io.kfp_output.KubeflowPipelineWriter attribute)
(datasetinsights.io.KubeflowPipelineWriter attribute)
filepath (datasetinsights.io.kfp_output.KubeflowPipelineWriter attribute)
(datasetinsights.io.KubeflowPipelineWriter attribute)
FileType (class in datasetinsights.datasets.unity_perception.tables)
filetype() (datasetinsights.datasets.unity_perception.tables.Table property)
filter() (datasetinsights.datasets.unity_perception.Captures method)
(datasetinsights.datasets.unity_perception.captures.Captures method)
filter_metrics() (datasetinsights.datasets.unity_perception.Metrics method)
(datasetinsights.datasets.unity_perception.metrics.Metrics method)
find() (datasetinsights.datasets.base.Dataset static method)
(datasetinsights.datasets.Dataset static method)
(datasetinsights.evaluation_metrics.base.EvaluationMetric static method)
(datasetinsights.evaluation_metrics.EvaluationMetric static method)
forward() (datasetinsights.estimators.densedepth.Decoder method)
(datasetinsights.estimators.densedepth.DenseDepthModel method)
(datasetinsights.estimators.densedepth.Encoder method)
(datasetinsights.estimators.densedepth.UpSample method)
front_left_bottom_pt() (datasetinsights.io.bbox.BBox3d property)
front_left_top_pt() (datasetinsights.io.bbox.BBox3d property)
front_right_bottom_pt() (datasetinsights.io.bbox.BBox3d property)
front_right_top_pt() (datasetinsights.io.bbox.BBox3d property)
G
gather_gt_preds() (in module datasetinsights.estimators.faster_rcnn)
GCS_PATH (datasetinsights.datasets.GoogleGroceriesReal attribute)
(datasetinsights.datasets.groceries_real.GoogleGroceriesReal attribute)
GCS_PREFIX (datasetinsights.io.gcs.GCSClient attribute)
GCSClient (class in datasetinsights.io.gcs)
GCSDatasetDownloader (class in datasetinsights.io.downloader)
(class in datasetinsights.io.downloader.gcs_downloader)
GCSEstimatorWriter (class in datasetinsights.io.checkpoint)
get_checksum_from_file() (in module datasetinsights.io.download)
get_command() (datasetinsights.commands.Entrypoint method)
get_definition() (datasetinsights.datasets.unity_perception.AnnotationDefinitions method)
(datasetinsights.datasets.unity_perception.MetricDefinitions method)
(datasetinsights.datasets.unity_perception.references.AnnotationDefinitions method)
(datasetinsights.datasets.unity_perception.references.MetricDefinitions method)
get_transform() (datasetinsights.estimators.faster_rcnn.FasterRCNN static method)
(datasetinsights.estimators.FasterRCNN static method)
get_world_size() (in module datasetinsights.torch_distributed)
glob() (in module datasetinsights.datasets.unity_perception.tables)
GoogleGroceriesReal (class in datasetinsights.datasets)
(class in datasetinsights.datasets.groceries_real)
grid_plot() (in module datasetinsights.stats)
GroceriesReal (class in datasetinsights.datasets)
(class in datasetinsights.datasets.groceries_real)
group_bbox2d_per_label() (in module datasetinsights.io.bbox)
H
h (datasetinsights.io.bbox.BBox2D attribute)
(datasetinsights.io.BBox2D attribute)
histogram_plot() (in module datasetinsights.stats)
HTTPDatasetDownloader (class in datasetinsights.io.downloader)
(class in datasetinsights.io.downloader.http_downloader)
I
images (datasetinsights.datasets.dummy.dummy_object_detection.DummyDetection2D attribute)
INDEX_COLUMN (datasetinsights.stats.RenderedObjectInfo attribute)
(datasetinsights.stats.statistics.RenderedObjectInfo attribute)
intersect_with() (datasetinsights.io.bbox.BBox2D method)
(datasetinsights.io.BBox2D method)
intersection() (datasetinsights.io.bbox.BBox2D method)
(datasetinsights.io.BBox2D method)
IoU (class in datasetinsights.evaluation_metrics)
(class in datasetinsights.evaluation_metrics.iou)
iou() (datasetinsights.io.bbox.BBox2D method)
(datasetinsights.io.BBox2D method)
iou_threshold (datasetinsights.evaluation_metrics.records.Records attribute)
IOU_THRESHOULDS (datasetinsights.evaluation_metrics.average_precision_2d.MeanAveragePrecisionAverageOverIOU attribute)
(datasetinsights.evaluation_metrics.average_recall_2d.MeanAverageRecallAverageOverIOU attribute)
(datasetinsights.evaluation_metrics.MeanAveragePrecisionAverageOverIOU attribute)
(datasetinsights.evaluation_metrics.MeanAverageRecallAverageOverIOU attribute)
is_dataset_files_present() (datasetinsights.datasets.groceries_real.GroceriesReal static method)
(datasetinsights.datasets.GroceriesReal static method)
(datasetinsights.datasets.SynDetection2D static method)
(datasetinsights.datasets.synthetic.SynDetection2D static method)
is_dist_avail_and_initialized() (in module datasetinsights.torch_distributed)
is_master() (in module datasetinsights.torch_distributed)
K
KEY_SEPARATOR (datasetinsights.io.gcs.GCSClient attribute)
kfp_writer (datasetinsights.estimators.faster_rcnn.FasterRCNN attribute)
(datasetinsights.estimators.FasterRCNN attribute)
Kitti (class in datasetinsights.datasets.kitti)
KittiBox3d (class in datasetinsights.datasets.kitti)
KittiTransforms (class in datasetinsights.datasets.kitti)
KubeflowPipelineWriter (class in datasetinsights.io)
(class in datasetinsights.io.kfp_output)
L
label (datasetinsights.io.bbox.BBox2D attribute)
(datasetinsights.io.BBox2D attribute)
LABEL (datasetinsights.stats.RenderedObjectInfo attribute)
(datasetinsights.stats.statistics.RenderedObjectInfo attribute)
LABEL_FILE (datasetinsights.datasets.GoogleGroceriesReal attribute)
(datasetinsights.datasets.groceries_real.GoogleGroceriesReal attribute)
label_mappings (datasetinsights.datasets.dummy.dummy_object_detection.DummyDetection2D attribute)
(datasetinsights.datasets.GoogleGroceriesReal attribute)
(datasetinsights.datasets.groceries_real.GoogleGroceriesReal attribute)
(datasetinsights.datasets.groceries_real.GroceriesReal attribute)
(datasetinsights.datasets.GroceriesReal attribute)
(datasetinsights.datasets.SynDetection2D attribute)
(datasetinsights.datasets.synthetic.SynDetection2D attribute)
LABEL_READABLE (datasetinsights.stats.RenderedObjectInfo attribute)
(datasetinsights.stats.statistics.RenderedObjectInfo attribute)
LABEL_ZIP (datasetinsights.datasets.GoogleGroceriesReal attribute)
(datasetinsights.datasets.groceries_real.GoogleGroceriesReal attribute)
list2canonical() (in module datasetinsights.estimators.faster_rcnn)
list3d_2canonical() (in module datasetinsights.estimators.faster_rcnn)
list_commands() (datasetinsights.commands.Entrypoint method)
load() (datasetinsights.estimators.deeplab.DeeplabV3 method)
(datasetinsights.estimators.DeeplabV3 method)
(datasetinsights.estimators.DenseDepth method)
(datasetinsights.estimators.densedepth.DenseDepth method)
(datasetinsights.estimators.faster_rcnn.FasterRCNN method)
(datasetinsights.estimators.FasterRCNN method)
(datasetinsights.io.checkpoint.EstimatorCheckpoint method)
(datasetinsights.io.EstimatorCheckpoint method)
load_annotation_definitions() (datasetinsights.datasets.unity_perception.AnnotationDefinitions method)
(datasetinsights.datasets.unity_perception.references.AnnotationDefinitions method)
load_egos() (datasetinsights.datasets.unity_perception.Egos method)
(datasetinsights.datasets.unity_perception.references.Egos method)
load_from_gcs() (in module datasetinsights.io.checkpoint)
load_from_http() (in module datasetinsights.io.checkpoint)
load_local() (in module datasetinsights.io.checkpoint)
load_metric_definitions() (datasetinsights.datasets.unity_perception.MetricDefinitions method)
(datasetinsights.datasets.unity_perception.references.MetricDefinitions method)
load_sensors() (datasetinsights.datasets.unity_perception.references.Sensors method)
(datasetinsights.datasets.unity_perception.Sensors method)
load_table() (in module datasetinsights.datasets.unity_perception.tables)
LOCAL_PATH (datasetinsights.datasets.GoogleGroceriesReal attribute)
(datasetinsights.datasets.groceries_real.GoogleGroceriesReal attribute)
LocalEstimatorWriter (class in datasetinsights.io.checkpoint)
log_metric_val() (datasetinsights.estimators.faster_rcnn.FasterRCNN method)
(datasetinsights.estimators.FasterRCNN method)
Loss (class in datasetinsights.estimators.faster_rcnn)
lr_scheduler (datasetinsights.estimators.deeplab.DeeplabV3 attribute)
(datasetinsights.estimators.DeeplabV3 attribute)
M
manifest (datasetinsights.io.downloader.unity_simulation.Downloader attribute)
MANIFEST_FILE_COLUMNS (datasetinsights.io.downloader.unity_simulation.Downloader attribute)
match_filetypes() (datasetinsights.io.downloader.unity_simulation.Downloader static method)
match_results (datasetinsights.evaluation_metrics.records.Records attribute)
MeanAveragePrecisionAverageOverIOU (class in datasetinsights.evaluation_metrics)
(class in datasetinsights.evaluation_metrics.average_precision_2d)
MeanAveragePrecisionIOU50 (class in datasetinsights.evaluation_metrics)
(class in datasetinsights.evaluation_metrics.average_precision_2d)
MeanAverageRecallAverageOverIOU (class in datasetinsights.evaluation_metrics)
(class in datasetinsights.evaluation_metrics.average_recall_2d)
METRIC (datasetinsights.datasets.unity_perception.tables.FileType attribute)
metric_per_class_plot() (in module datasetinsights.estimators.faster_rcnn)
MetricDefinitions (class in datasetinsights.datasets.unity_perception)
(class in datasetinsights.datasets.unity_perception.references)
Metrics (class in datasetinsights.datasets.unity_perception)
(class in datasetinsights.datasets.unity_perception.metrics)
metrics (datasetinsights.datasets.unity_perception.Metrics attribute)
(datasetinsights.datasets.unity_perception.metrics.Metrics attribute)
model (datasetinsights.estimators.deeplab.DeeplabV3 attribute)
(datasetinsights.estimators.DeeplabV3 attribute)
(datasetinsights.estimators.DenseDepth attribute)
(datasetinsights.estimators.densedepth.DenseDepth attribute)
(datasetinsights.estimators.faster_rcnn.FasterRCNN attribute)
(datasetinsights.estimators.FasterRCNN attribute)
module
datasetinsights
datasetinsights.commands
datasetinsights.commands.download
datasetinsights.commands.evaluate
datasetinsights.commands.train
datasetinsights.constants
datasetinsights.datasets
datasetinsights.datasets.base
datasetinsights.datasets.cityscapes
datasetinsights.datasets.coco
datasetinsights.datasets.dummy
datasetinsights.datasets.dummy.dummy_object_detection
datasetinsights.datasets.exceptions
datasetinsights.datasets.groceries_real
datasetinsights.datasets.kitti
datasetinsights.datasets.nuscenes
datasetinsights.datasets.nyudepth
datasetinsights.datasets.synthetic
datasetinsights.datasets.unity_perception
datasetinsights.datasets.unity_perception.captures
datasetinsights.datasets.unity_perception.exceptions
datasetinsights.datasets.unity_perception.metrics
datasetinsights.datasets.unity_perception.references
datasetinsights.datasets.unity_perception.tables
datasetinsights.datasets.unity_perception.validation
datasetinsights.estimators
datasetinsights.estimators.base
datasetinsights.estimators.deeplab
datasetinsights.estimators.densedepth
datasetinsights.estimators.faster_rcnn
datasetinsights.evaluation_metrics
datasetinsights.evaluation_metrics.average_log10_error
datasetinsights.evaluation_metrics.average_precision
datasetinsights.evaluation_metrics.average_precision_2d
datasetinsights.evaluation_metrics.average_precision_config
datasetinsights.evaluation_metrics.average_recall_2d
datasetinsights.evaluation_metrics.average_relative_error
datasetinsights.evaluation_metrics.base
datasetinsights.evaluation_metrics.confusion_matrix
datasetinsights.evaluation_metrics.exceptions
datasetinsights.evaluation_metrics.iou
datasetinsights.evaluation_metrics.records
datasetinsights.evaluation_metrics.root_mean_square_error
datasetinsights.evaluation_metrics.threshold_accuracy
datasetinsights.io
datasetinsights.io.bbox
datasetinsights.io.checkpoint
datasetinsights.io.download
datasetinsights.io.downloader
datasetinsights.io.downloader.base
datasetinsights.io.downloader.gcs_downloader
datasetinsights.io.downloader.http_downloader
datasetinsights.io.downloader.unity_simulation
datasetinsights.io.exceptions
datasetinsights.io.gcs
datasetinsights.io.kfp_output
datasetinsights.io.loader
datasetinsights.io.transforms
datasetinsights.stats
datasetinsights.stats.statistics
datasetinsights.torch_distributed
N
n_point_interpolated_ap() (datasetinsights.evaluation_metrics.average_precision_2d.AveragePrecision static method)
(datasetinsights.evaluation_metrics.AveragePrecision static method)
name (datasetinsights.commands.download.SourceURI attribute)
NoRecordError
Normalize (class in datasetinsights.estimators.deeplab)
NoSampleError
num_captures() (datasetinsights.stats.RenderedObjectInfo method)
(datasetinsights.stats.statistics.RenderedObjectInfo method)
num_classes (datasetinsights.estimators.deeplab.DeeplabV3 attribute)
(datasetinsights.estimators.DeeplabV3 attribute)
num_samples (datasetinsights.evaluation_metrics.average_log10_error.AverageLog10Error attribute)
(datasetinsights.evaluation_metrics.average_relative_error.AverageRelativeError attribute)
(datasetinsights.evaluation_metrics.AverageLog10Error attribute)
(datasetinsights.evaluation_metrics.AverageRelativeError attribute)
(datasetinsights.evaluation_metrics.root_mean_square_error.RootMeanSquareError attribute)
(datasetinsights.evaluation_metrics.RootMeanSquareError attribute)
(datasetinsights.evaluation_metrics.threshold_accuracy.ThresholdAccuracy attribute)
(datasetinsights.evaluation_metrics.ThresholdAccuracy attribute)
NuscenesDataLoader (class in datasetinsights.datasets.nuscenes)
nyu2_data (datasetinsights.datasets.NyuDepth attribute)
(datasetinsights.datasets.nyudepth.NyuDepth attribute)
NyuDepth (class in datasetinsights.datasets)
(class in datasetinsights.datasets.nyudepth)
O
optimizer (datasetinsights.estimators.deeplab.DeeplabV3 attribute)
(datasetinsights.estimators.DeeplabV3 attribute)
(datasetinsights.estimators.DenseDepth attribute)
(datasetinsights.estimators.densedepth.DenseDepth attribute)
P
p() (datasetinsights.io.bbox.BBox3d property)
pad_box_lists() (in module datasetinsights.estimators.faster_rcnn)
pad_if_smaller() (in module datasetinsights.estimators.deeplab)
parse_source_uri() (datasetinsights.io.downloader.unity_simulation.UnitySimulationDownloader method)
(datasetinsights.io.downloader.UnitySimulationDownloader method)
pattern() (datasetinsights.datasets.unity_perception.tables.Table property)
per_capture_counts() (datasetinsights.stats.RenderedObjectInfo method)
(datasetinsights.stats.statistics.RenderedObjectInfo method)
plot_bboxes() (in module datasetinsights.stats)
precision_recall() (in module datasetinsights.evaluation_metrics.confusion_matrix)
predict() (datasetinsights.estimators.faster_rcnn.FasterRCNN method)
(datasetinsights.estimators.FasterRCNN method)
prediction_records() (in module datasetinsights.evaluation_metrics.confusion_matrix)
prefix (datasetinsights.io.checkpoint.LocalEstimatorWriter attribute)
PREFIX_PATTERN (datasetinsights.commands.download.SourceURI attribute)
prepare_bboxes() (in module datasetinsights.estimators.faster_rcnn)
projection_mat_left() (datasetinsights.datasets.kitti.KittiTransforms property)
projection_rect_combined() (datasetinsights.datasets.kitti.KittiTransforms property)
R
r0_rect() (datasetinsights.datasets.kitti.KittiTransforms property)
RandomChannelSwap (class in datasetinsights.estimators.densedepth)
RandomCrop (class in datasetinsights.estimators.deeplab)
RandomHorizontalFlip (class in datasetinsights.io.transforms)
raw_table (datasetinsights.stats.RenderedObjectInfo attribute)
(datasetinsights.stats.statistics.RenderedObjectInfo attribute)
read_bounding_box_2d() (in module datasetinsights.datasets.synthetic)
read_kitti_calib() (in module datasetinsights.datasets.kitti)
read_kitti_objects() (in module datasetinsights.datasets.kitti)
Records (class in datasetinsights.evaluation_metrics.records)
reduce_dict() (in module datasetinsights.estimators.faster_rcnn)
REFERENCE (datasetinsights.datasets.unity_perception.tables.FileType attribute)
RenderedObjectInfo (class in datasetinsights.stats)
(class in datasetinsights.stats.statistics)
reset() (datasetinsights.estimators.faster_rcnn.Loss method)
(datasetinsights.evaluation_metrics.average_log10_error.AverageLog10Error method)
(datasetinsights.evaluation_metrics.average_precision.AveragePrecision method)
(datasetinsights.evaluation_metrics.average_precision_2d.AveragePrecision method)
(datasetinsights.evaluation_metrics.average_precision_2d.AveragePrecisionIOU50 method)
(datasetinsights.evaluation_metrics.average_precision_2d.MeanAveragePrecisionAverageOverIOU method)
(datasetinsights.evaluation_metrics.average_precision_2d.MeanAveragePrecisionIOU50 method)
(datasetinsights.evaluation_metrics.average_recall_2d.AverageRecall method)
(datasetinsights.evaluation_metrics.average_recall_2d.MeanAverageRecallAverageOverIOU method)
(datasetinsights.evaluation_metrics.average_relative_error.AverageRelativeError method)
(datasetinsights.evaluation_metrics.AverageLog10Error method)
(datasetinsights.evaluation_metrics.AveragePrecision method)
(datasetinsights.evaluation_metrics.AveragePrecisionIOU50 method)
(datasetinsights.evaluation_metrics.AverageRecall method)
(datasetinsights.evaluation_metrics.AverageRelativeError method)
(datasetinsights.evaluation_metrics.base.EvaluationMetric method)
(datasetinsights.evaluation_metrics.EvaluationMetric method)
(datasetinsights.evaluation_metrics.IoU method)
(datasetinsights.evaluation_metrics.iou.IoU method)
(datasetinsights.evaluation_metrics.MeanAveragePrecisionAverageOverIOU method)
(datasetinsights.evaluation_metrics.MeanAveragePrecisionIOU50 method)
(datasetinsights.evaluation_metrics.MeanAverageRecallAverageOverIOU method)
(datasetinsights.evaluation_metrics.records.Records method)
(datasetinsights.evaluation_metrics.root_mean_square_error.RootMeanSquareError method)
(datasetinsights.evaluation_metrics.RootMeanSquareError method)
(datasetinsights.evaluation_metrics.threshold_accuracy.ThresholdAccuracy method)
(datasetinsights.evaluation_metrics.ThresholdAccuracy method)
Resize (class in datasetinsights.io.transforms)
root (datasetinsights.datasets.Cityscapes attribute)
(datasetinsights.datasets.cityscapes.Cityscapes attribute)
(datasetinsights.datasets.GoogleGroceriesReal attribute)
(datasetinsights.datasets.groceries_real.GoogleGroceriesReal attribute)
(datasetinsights.datasets.nuscenes.NuscenesDataLoader attribute)
(datasetinsights.datasets.NyuDepth attribute)
(datasetinsights.datasets.nyudepth.NyuDepth attribute)
RootMeanSquareError (class in datasetinsights.evaluation_metrics)
(class in datasetinsights.evaluation_metrics.root_mean_square_error)
rotation_plot() (in module datasetinsights.stats)
S
save() (datasetinsights.estimators.deeplab.DeeplabV3 method)
(datasetinsights.estimators.DeeplabV3 method)
(datasetinsights.estimators.DenseDepth method)
(datasetinsights.estimators.densedepth.DenseDepth method)
(datasetinsights.estimators.faster_rcnn.FasterRCNN method)
(datasetinsights.estimators.FasterRCNN method)
(datasetinsights.io.checkpoint.EstimatorCheckpoint method)
(datasetinsights.io.checkpoint.GCSEstimatorWriter method)
(datasetinsights.io.checkpoint.LocalEstimatorWriter method)
(datasetinsights.io.EstimatorCheckpoint method)
score (datasetinsights.io.bbox.BBox2D attribute)
(datasetinsights.io.BBox2D attribute)
send() (datasetinsights.io.download.TimeoutHTTPAdapter method)
Sensors (class in datasetinsights.datasets.unity_perception)
(class in datasetinsights.datasets.unity_perception.references)
serialize() (datasetinsights.evaluation_metrics.average_precision.DetectionConfig method)
SOURCE_URI_PATTERN (datasetinsights.io.downloader.unity_simulation.UnitySimulationDownloader attribute)
(datasetinsights.io.downloader.UnitySimulationDownloader attribute)
SourceURI (class in datasetinsights.commands.download)
split (datasetinsights.datasets.Cityscapes attribute)
(datasetinsights.datasets.cityscapes.Cityscapes attribute)
(datasetinsights.datasets.GoogleGroceriesReal attribute)
(datasetinsights.datasets.groceries_real.GoogleGroceriesReal attribute)
(datasetinsights.datasets.groceries_real.GroceriesReal attribute)
(datasetinsights.datasets.GroceriesReal attribute)
(datasetinsights.datasets.NyuDepth attribute)
(datasetinsights.datasets.nyudepth.NyuDepth attribute)
(datasetinsights.datasets.SynDetection2D attribute)
(datasetinsights.datasets.synthetic.SynDetection2D attribute)
split_indices (datasetinsights.datasets.groceries_real.GroceriesReal attribute)
(datasetinsights.datasets.GroceriesReal attribute)
SPLITS (datasetinsights.datasets.groceries_real.GroceriesReal attribute)
(datasetinsights.datasets.GroceriesReal attribute)
SPLITS_FOLDER (datasetinsights.datasets.GoogleGroceriesReal attribute)
(datasetinsights.datasets.groceries_real.GoogleGroceriesReal attribute)
SPLITS_ZIP (datasetinsights.datasets.GoogleGroceriesReal attribute)
(datasetinsights.datasets.groceries_real.GoogleGroceriesReal attribute)
SUBFOLDER (datasetinsights.datasets.groceries_real.GroceriesReal attribute)
(datasetinsights.datasets.GroceriesReal attribute)
(datasetinsights.datasets.SynDetection2D attribute)
(datasetinsights.datasets.synthetic.SynDetection2D attribute)
suffix (datasetinsights.io.checkpoint.LocalEstimatorWriter attribute)
sum_of_log10_error (datasetinsights.evaluation_metrics.average_log10_error.AverageLog10Error attribute)
(datasetinsights.evaluation_metrics.AverageLog10Error attribute)
sum_of_relative_error (datasetinsights.evaluation_metrics.average_relative_error.AverageRelativeError attribute)
(datasetinsights.evaluation_metrics.AverageRelativeError attribute)
sum_of_root_mean_square_error (datasetinsights.evaluation_metrics.root_mean_square_error.RootMeanSquareError attribute)
(datasetinsights.evaluation_metrics.RootMeanSquareError attribute)
sum_of_threshold_acc (datasetinsights.evaluation_metrics.threshold_accuracy.ThresholdAccuracy attribute)
(datasetinsights.evaluation_metrics.ThresholdAccuracy attribute)
SynDetection2D (class in datasetinsights.datasets)
(class in datasetinsights.datasets.synthetic)
T
Table (class in datasetinsights.datasets.unity_perception.tables)
table (datasetinsights.datasets.unity_perception.AnnotationDefinitions attribute)
(datasetinsights.datasets.unity_perception.Egos attribute)
(datasetinsights.datasets.unity_perception.MetricDefinitions attribute)
(datasetinsights.datasets.unity_perception.references.AnnotationDefinitions attribute)
(datasetinsights.datasets.unity_perception.references.Egos attribute)
(datasetinsights.datasets.unity_perception.references.MetricDefinitions attribute)
(datasetinsights.datasets.unity_perception.references.Sensors attribute)
(datasetinsights.datasets.unity_perception.Sensors attribute)
TABLE_NAME (datasetinsights.datasets.unity_perception.AnnotationDefinitions attribute)
(datasetinsights.datasets.unity_perception.Captures attribute)
(datasetinsights.datasets.unity_perception.captures.Captures attribute)
(datasetinsights.datasets.unity_perception.Egos attribute)
(datasetinsights.datasets.unity_perception.MetricDefinitions attribute)
(datasetinsights.datasets.unity_perception.Metrics attribute)
(datasetinsights.datasets.unity_perception.metrics.Metrics attribute)
(datasetinsights.datasets.unity_perception.references.AnnotationDefinitions attribute)
(datasetinsights.datasets.unity_perception.references.Egos attribute)
(datasetinsights.datasets.unity_perception.references.MetricDefinitions attribute)
(datasetinsights.datasets.unity_perception.references.Sensors attribute)
(datasetinsights.datasets.unity_perception.Sensors attribute)
tensorlist2canonical() (in module datasetinsights.estimators.faster_rcnn)
TF_FEATURES (datasetinsights.datasets.GoogleGroceriesReal attribute)
(datasetinsights.datasets.groceries_real.GoogleGroceriesReal attribute)
ThresholdAccuracy (class in datasetinsights.evaluation_metrics)
(class in datasetinsights.evaluation_metrics.threshold_accuracy)
TimeoutHTTPAdapter (class in datasetinsights.io.download)
total_counts() (datasetinsights.stats.RenderedObjectInfo method)
(datasetinsights.stats.statistics.RenderedObjectInfo method)
ToTensor (class in datasetinsights.estimators.deeplab)
(class in datasetinsights.estimators.densedepth)
(class in datasetinsights.estimators.faster_rcnn)
train() (datasetinsights.estimators.base.Estimator method)
(datasetinsights.estimators.deeplab.DeeplabV3 method)
(datasetinsights.estimators.DeeplabV3 method)
(datasetinsights.estimators.DenseDepth method)
(datasetinsights.estimators.densedepth.DenseDepth method)
(datasetinsights.estimators.Estimator method)
(datasetinsights.estimators.faster_rcnn.FasterRCNN method)
(datasetinsights.estimators.FasterRCNN method)
train_loop() (datasetinsights.estimators.faster_rcnn.FasterRCNN method)
(datasetinsights.estimators.FasterRCNN method)
train_one_epoch() (datasetinsights.estimators.faster_rcnn.FasterRCNN method)
(datasetinsights.estimators.FasterRCNN method)
transform (datasetinsights.datasets.dummy.dummy_object_detection.DummyDetection2D attribute)
transforms (datasetinsights.datasets.GoogleGroceriesReal attribute)
(datasetinsights.datasets.groceries_real.GoogleGroceriesReal attribute)
(datasetinsights.datasets.groceries_real.GroceriesReal attribute)
(datasetinsights.datasets.GroceriesReal attribute)
(datasetinsights.datasets.SynDetection2D attribute)
(datasetinsights.datasets.synthetic.SynDetection2D attribute)
TYPE (datasetinsights.evaluation_metrics.average_precision_2d.AveragePrecision attribute)
(datasetinsights.evaluation_metrics.average_precision_2d.AveragePrecisionIOU50 attribute)
(datasetinsights.evaluation_metrics.average_precision_2d.MeanAveragePrecisionAverageOverIOU attribute)
(datasetinsights.evaluation_metrics.average_precision_2d.MeanAveragePrecisionIOU50 attribute)
(datasetinsights.evaluation_metrics.average_recall_2d.AverageRecall attribute)
(datasetinsights.evaluation_metrics.average_recall_2d.MeanAverageRecallAverageOverIOU attribute)
(datasetinsights.evaluation_metrics.AveragePrecision attribute)
(datasetinsights.evaluation_metrics.AveragePrecisionIOU50 attribute)
(datasetinsights.evaluation_metrics.AverageRecall attribute)
(datasetinsights.evaluation_metrics.MeanAveragePrecisionAverageOverIOU attribute)
(datasetinsights.evaluation_metrics.MeanAveragePrecisionIOU50 attribute)
(datasetinsights.evaluation_metrics.MeanAverageRecallAverageOverIOU attribute)
U
union() (datasetinsights.io.bbox.BBox2D method)
(datasetinsights.io.BBox2D method)
UnitySimulationDownloader (class in datasetinsights.io.downloader)
(class in datasetinsights.io.downloader.unity_simulation)
update() (datasetinsights.estimators.faster_rcnn.Loss method)
(datasetinsights.evaluation_metrics.average_log10_error.AverageLog10Error method)
(datasetinsights.evaluation_metrics.average_precision.AveragePrecision method)
(datasetinsights.evaluation_metrics.average_precision_2d.AveragePrecision method)
(datasetinsights.evaluation_metrics.average_precision_2d.AveragePrecisionIOU50 method)
(datasetinsights.evaluation_metrics.average_precision_2d.MeanAveragePrecisionAverageOverIOU method)
(datasetinsights.evaluation_metrics.average_precision_2d.MeanAveragePrecisionIOU50 method)
(datasetinsights.evaluation_metrics.average_recall_2d.AverageRecall method)
(datasetinsights.evaluation_metrics.average_recall_2d.MeanAverageRecallAverageOverIOU method)
(datasetinsights.evaluation_metrics.average_relative_error.AverageRelativeError method)
(datasetinsights.evaluation_metrics.AverageLog10Error method)
(datasetinsights.evaluation_metrics.AveragePrecision method)
(datasetinsights.evaluation_metrics.AveragePrecisionIOU50 method)
(datasetinsights.evaluation_metrics.AverageRecall method)
(datasetinsights.evaluation_metrics.AverageRelativeError method)
(datasetinsights.evaluation_metrics.base.EvaluationMetric method)
(datasetinsights.evaluation_metrics.EvaluationMetric method)
(datasetinsights.evaluation_metrics.IoU method)
(datasetinsights.evaluation_metrics.iou.IoU method)
(datasetinsights.evaluation_metrics.MeanAveragePrecisionAverageOverIOU method)
(datasetinsights.evaluation_metrics.MeanAveragePrecisionIOU50 method)
(datasetinsights.evaluation_metrics.MeanAverageRecallAverageOverIOU method)
(datasetinsights.evaluation_metrics.root_mean_square_error.RootMeanSquareError method)
(datasetinsights.evaluation_metrics.RootMeanSquareError method)
(datasetinsights.evaluation_metrics.threshold_accuracy.ThresholdAccuracy method)
(datasetinsights.evaluation_metrics.ThresholdAccuracy method)
upload() (datasetinsights.io.gcs.GCSClient method)
UpSample (class in datasetinsights.estimators.densedepth)
V
validate_checksum() (in module datasetinsights.io.download)
VALUE_COLUMN (datasetinsights.stats.RenderedObjectInfo attribute)
(datasetinsights.stats.statistics.RenderedObjectInfo attribute)
velo_to_cam_rotation() (datasetinsights.datasets.kitti.KittiTransforms property)
velo_to_cam_translation() (datasetinsights.datasets.kitti.KittiTransforms property)
verify_version() (in module datasetinsights.datasets.unity_perception.validation)
version (datasetinsights.datasets.groceries_real.GroceriesReal attribute)
(datasetinsights.datasets.GroceriesReal attribute)
VersionError
W
w (datasetinsights.io.bbox.BBox2D attribute)
(datasetinsights.io.BBox2D attribute)
write_metric() (datasetinsights.io.kfp_output.KubeflowPipelineWriter method)
(datasetinsights.io.KubeflowPipelineWriter method)
writer (datasetinsights.estimators.deeplab.DeeplabV3 attribute)
(datasetinsights.estimators.DeeplabV3 attribute)
(datasetinsights.estimators.DenseDepth attribute)
(datasetinsights.estimators.densedepth.DenseDepth attribute)
(datasetinsights.estimators.faster_rcnn.FasterRCNN attribute)
(datasetinsights.estimators.FasterRCNN attribute)
X
x (datasetinsights.io.bbox.BBox2D attribute)
(datasetinsights.io.BBox2D attribute)
Y
y (datasetinsights.io.bbox.BBox2D attribute)
(datasetinsights.io.BBox2D attribute)
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