Index

A

append() (detectionmetrics.datasets.dataset.SegmentationDataset method)

B

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

C

compute() (detectionmetrics.utils.metrics.ConfusionMatrix method) (detectionmetrics.utils.metrics.IoU method) (detectionmetrics.utils.metrics.Metric method)

ConfusionMatrix (class in detectionmetrics.utils.metrics)

D

data_to_device() (in module detectionmetrics.models.torch) detectionmetrics module detectionmetrics.cli module detectionmetrics.cli.batch module detectionmetrics.cli.evaluate module detectionmetrics.datasets module detectionmetrics.datasets.dataset module detectionmetrics.datasets.gaia module detectionmetrics.datasets.goose module detectionmetrics.datasets.rellis3d module detectionmetrics.models module

detectionmetrics.models.model module detectionmetrics.models.onnx module detectionmetrics.models.tensorflow module detectionmetrics.models.torch 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.metrics module

E

eval() (detectionmetrics.models.model.ImageSegmentationModel method) (detectionmetrics.models.model.LiDARSegmentationModel method) (detectionmetrics.models.model.SegmentationModel method) (detectionmetrics.models.onnx.OnnxImageSegmentationModel method) (detectionmetrics.models.tensorflow.TensorflowImageSegmentationModel method) (detectionmetrics.models.torch.TorchImageSegmentationModel method) (detectionmetrics.models.torch.TorchLiDARSegmentationModel method)

export() (detectionmetrics.datasets.dataset.ImageSegmentationDataset method) (detectionmetrics.datasets.dataset.LiDARSegmentationDataset 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.metrics.ConfusionMatrix method) get_dataset() (in module detectionmetrics.cli.evaluate) get_image_mode() (in module detectionmetrics.utils.io)

get_lut_ontology() (detectionmetrics.models.model.SegmentationModel method) get_model() (in module detectionmetrics.cli.evaluate) get_ontology_conversion_lut() (in module detectionmetrics.utils.conversion) GOOSEImageSegmentationDataset (class in detectionmetrics.datasets.goose) GOOSELiDARSegmentationDataset (class in detectionmetrics.datasets.goose)

H

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

I

ImageSegmentationDataset (class in detectionmetrics.datasets.dataset) ImageSegmentationModel (class in detectionmetrics.models.model) ImageSegmentationTensorflowDataset (class in detectionmetrics.models.tensorflow) ImageSegmentationTorchDataset (class in detectionmetrics.models.torch) inference() (detectionmetrics.models.model.ImageSegmentationModel method) (detectionmetrics.models.model.LiDARSegmentationModel method) (detectionmetrics.models.model.SegmentationModel method) (detectionmetrics.models.onnx.OnnxImageSegmentationModel method) (detectionmetrics.models.tensorflow.TensorflowImageSegmentationModel method) (detectionmetrics.models.torch.TorchImageSegmentationModel method) (detectionmetrics.models.torch.TorchLiDARSegmentationModel method)

IoU (class in detectionmetrics.utils.metrics)

L

label_to_rgb() (in module detectionmetrics.utils.conversion) LiDARSegmentationDataset (class in detectionmetrics.datasets.dataset)

LiDARSegmentationModel (class in detectionmetrics.models.model) LiDARSegmentationTorchDataset (class in detectionmetrics.models.torch) load_data() (detectionmetrics.models.tensorflow.ImageSegmentationTensorflowDataset method)

M

make_fname_global() (detectionmetrics.datasets.dataset.ImageSegmentationDataset method) (detectionmetrics.datasets.dataset.LiDARSegmentationDataset method) (detectionmetrics.datasets.dataset.SegmentationDataset method) Metric (class in detectionmetrics.utils.metrics) module detectionmetrics detectionmetrics.cli detectionmetrics.cli.batch detectionmetrics.cli.evaluate detectionmetrics.datasets detectionmetrics.datasets.dataset detectionmetrics.datasets.gaia detectionmetrics.datasets.goose detectionmetrics.datasets.rellis3d detectionmetrics.models detectionmetrics.models.model detectionmetrics.models.onnx detectionmetrics.models.tensorflow detectionmetrics.models.torch detectionmetrics.models.torch_model_utils detectionmetrics.models.torch_model_utils.o3d_randlanet detectionmetrics.utils detectionmetrics.utils.conversion detectionmetrics.utils.io detectionmetrics.utils.metrics

O

OnnxImageSegmentationModel (class in detectionmetrics.models.onnx)

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

P

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

R

read_image() (detectionmetrics.models.tensorflow.ImageSegmentationTensorflowDataset method) read_json() (in module detectionmetrics.utils.io) read_label() (detectionmetrics.datasets.dataset.LiDARSegmentationDataset static method) read_points() (detectionmetrics.datasets.dataset.LiDARSegmentationDataset static method)

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)

S

SegmentationDataset (class in detectionmetrics.datasets.dataset)

SegmentationModel (class in detectionmetrics.models.model)

T

TensorflowImageSegmentationModel (class in detectionmetrics.models.tensorflow) TorchImageSegmentationModel (class in detectionmetrics.models.torch)

TorchLiDARSegmentationModel (class in detectionmetrics.models.torch) transform_input() (in module detectionmetrics.models.torch_model_utils.o3d_randlanet)

U

unsqueeze_data() (in module detectionmetrics.models.torch) update() (detectionmetrics.utils.metrics.ConfusionMatrix method) (detectionmetrics.utils.metrics.IoU method) (detectionmetrics.utils.metrics.Metric method)

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

W

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