Index

B

build_dataset() (in module detectionmetrics.datasets.gaia) (in module detectionmetrics.datasets.goose) (in module detectionmetrics.datasets.rellis3d)

C

crop_center() (in module detectionmetrics.models.tensorflow)

D

detectionmetrics module detectionmetrics.cli module detectionmetrics.cli.batch module detectionmetrics.cli.evaluate module detectionmetrics.datasets module detectionmetrics.datasets.gaia module detectionmetrics.datasets.goose module detectionmetrics.datasets.rellis3d module detectionmetrics.models module

detectionmetrics.models.onnx module detectionmetrics.models.tensorflow module detectionmetrics.models.torch_model_utils module detectionmetrics.models.torch_model_utils.o3d_randlanet module detectionmetrics.utils module detectionmetrics.utils.conversion module detectionmetrics.utils.io module detectionmetrics.utils.segmentation_metrics module

E

eval() (detectionmetrics.models.tensorflow.TensorflowImageSegmentationModel method)

extract_wildcard_matches() (in module detectionmetrics.utils.io)

G

GaiaImageSegmentationDataset (class in detectionmetrics.datasets.gaia) GaiaLiDARSegmentationDataset (class in detectionmetrics.datasets.gaia) get_accuracy() (detectionmetrics.utils.segmentation_metrics.SegmentationMetricsFactory method) get_averaged_metric() (detectionmetrics.utils.segmentation_metrics.SegmentationMetricsFactory method) get_computational_cost() (detectionmetrics.models.tensorflow.TensorflowImageSegmentationModel method) (in module detectionmetrics.models.tensorflow) get_confusion_matrix() (detectionmetrics.utils.segmentation_metrics.SegmentationMetricsFactory method) get_dataset() (in module detectionmetrics.cli) get_f1_score() (detectionmetrics.utils.segmentation_metrics.SegmentationMetricsFactory method) get_fn() (detectionmetrics.utils.segmentation_metrics.SegmentationMetricsFactory method) get_fp() (detectionmetrics.utils.segmentation_metrics.SegmentationMetricsFactory method) get_image_mode() (in module detectionmetrics.utils.io)

get_iou() (detectionmetrics.utils.segmentation_metrics.SegmentationMetricsFactory method) get_metric_names() (detectionmetrics.utils.segmentation_metrics.SegmentationMetricsFactory method) get_metric_per_name() (detectionmetrics.utils.segmentation_metrics.SegmentationMetricsFactory method) get_metrics_dataframe() (in module detectionmetrics.utils.segmentation_metrics) get_model() (in module detectionmetrics.cli) get_ontology_conversion_lut() (in module detectionmetrics.utils.conversion) get_precision() (detectionmetrics.utils.segmentation_metrics.SegmentationMetricsFactory method) get_recall() (detectionmetrics.utils.segmentation_metrics.SegmentationMetricsFactory method) get_tn() (detectionmetrics.utils.segmentation_metrics.SegmentationMetricsFactory method) get_tp() (detectionmetrics.utils.segmentation_metrics.SegmentationMetricsFactory method) GOOSEImageSegmentationDataset (class in detectionmetrics.datasets.goose) GOOSELiDARSegmentationDataset (class in detectionmetrics.datasets.goose)

H

hex_to_rgb() (in module detectionmetrics.utils.conversion)

I

ImageSegmentationTensorflowDataset (class in detectionmetrics.models.tensorflow)

inference() (detectionmetrics.models.tensorflow.TensorflowImageSegmentationModel method)

L

label_to_rgb() (in module detectionmetrics.utils.conversion)

load_data() (detectionmetrics.models.tensorflow.ImageSegmentationTensorflowDataset method)

M

METRIC_NAMES (detectionmetrics.utils.segmentation_metrics.SegmentationMetricsFactory attribute) module detectionmetrics detectionmetrics.cli detectionmetrics.cli.batch detectionmetrics.cli.evaluate detectionmetrics.datasets detectionmetrics.datasets.gaia detectionmetrics.datasets.goose detectionmetrics.datasets.rellis3d detectionmetrics.models detectionmetrics.models.onnx detectionmetrics.models.tensorflow detectionmetrics.models.torch_model_utils detectionmetrics.models.torch_model_utils.o3d_randlanet detectionmetrics.utils detectionmetrics.utils.conversion detectionmetrics.utils.io detectionmetrics.utils.segmentation_metrics

O

OnnxImageSegmentationModel (class in detectionmetrics.models.onnx)

ontology_to_rgb_lut() (in module detectionmetrics.utils.conversion)

P

parse_split() (in module detectionmetrics.cli.evaluate)

preprocess() (in module detectionmetrics.models.torch_model_utils)

R

read_image() (detectionmetrics.models.tensorflow.ImageSegmentationTensorflowDataset method) read_json() (in module detectionmetrics.utils.io) read_txt() (in module detectionmetrics.utils.io)

read_yaml() (in module detectionmetrics.utils.io) Rellis3DImageSegmentationDataset (class in detectionmetrics.datasets.rellis3d) Rellis3DLiDARSegmentationDataset (class in detectionmetrics.datasets.rellis3d) resize_image() (in module detectionmetrics.models.tensorflow)

S

SegmentationMetricsFactory (class in detectionmetrics.utils.segmentation_metrics)

T

TensorflowImageSegmentationModel (class in detectionmetrics.models.tensorflow)

transform_input() (in module detectionmetrics.models.torch_model_utils.o3d_randlanet)

U

update() (detectionmetrics.utils.segmentation_metrics.SegmentationMetricsFactory method)

update_probs() (in module detectionmetrics.models.torch_model_utils.o3d_randlanet)

W

write_json() (in module detectionmetrics.utils.io)