Index

A

AdaBound (class in bob.ip.binseg.engine.adabound) AdaBoundW (class in bob.ip.binseg.engine.adabound) all_keys_match() (bob.ip.common.data.utils.SampleListDataset method) (bob.ip.common.data.utils.SampleListDetectionDataset method) (bob.ip.common.data.utils.SSLDataset method)

alpha (bob.ip.binseg.models.losses.MultiSoftJaccardBCELogitsLoss attribute) (bob.ip.binseg.models.losses.SoftJaccardBCELogitsLoss attribute) auc() (in module bob.ip.common.utils.measure) augment_subset() (in module bob.ip.binseg.configs.datasets) AutoLevel16to8 (class in bob.ip.common.data.transforms)

B

base_measures() (in module bob.ip.common.utils.measure) bayesian_measures() (in module bob.ip.common.utils.measure) beta_credible_region() (in module bob.ip.common.utils.measure) bob.ip.binseg.configs.datasets module bob.ip.binseg.configs.datasets.chasedb1.covd module bob.ip.binseg.configs.datasets.chasedb1.first_annotator module bob.ip.binseg.configs.datasets.chasedb1.first_annotator_1024 module bob.ip.binseg.configs.datasets.chasedb1.first_annotator_768 module bob.ip.binseg.configs.datasets.chasedb1.mtest module bob.ip.binseg.configs.datasets.chasedb1.second_annotator module bob.ip.binseg.configs.datasets.chasedb1.xtest module bob.ip.binseg.configs.datasets.csv module bob.ip.binseg.configs.datasets.cxr8.default module bob.ip.binseg.configs.datasets.cxr8.idiap module bob.ip.binseg.configs.datasets.cxr8.xtest module bob.ip.binseg.configs.datasets.cxr8.xtest_idiap module bob.ip.binseg.configs.datasets.drhagis.default module bob.ip.binseg.configs.datasets.drionsdb.expert1 module bob.ip.binseg.configs.datasets.drionsdb.expert1_512 module bob.ip.binseg.configs.datasets.drionsdb.expert1_768 module bob.ip.binseg.configs.datasets.drionsdb.expert2 module bob.ip.binseg.configs.datasets.drionsdb.expert2_512 module bob.ip.binseg.configs.datasets.drionsdb.expert2_768 module bob.ip.binseg.configs.datasets.drishtigs1.cup_all module bob.ip.binseg.configs.datasets.drishtigs1.cup_all_512 module bob.ip.binseg.configs.datasets.drishtigs1.cup_all_768 module bob.ip.binseg.configs.datasets.drishtigs1.cup_any module bob.ip.binseg.configs.datasets.drishtigs1.disc_all module bob.ip.binseg.configs.datasets.drishtigs1.disc_all_512 module bob.ip.binseg.configs.datasets.drishtigs1.disc_all_768 module bob.ip.binseg.configs.datasets.drishtigs1.disc_any module bob.ip.binseg.configs.datasets.drive.covd module bob.ip.binseg.configs.datasets.drive.default module bob.ip.binseg.configs.datasets.drive.default_1024 module bob.ip.binseg.configs.datasets.drive.default_768 module bob.ip.binseg.configs.datasets.drive.mtest module bob.ip.binseg.configs.datasets.drive.second_annotator module bob.ip.binseg.configs.datasets.drive.xtest module bob.ip.binseg.configs.datasets.hrf.covd module bob.ip.binseg.configs.datasets.hrf.default module bob.ip.binseg.configs.datasets.hrf.default_1024 module bob.ip.binseg.configs.datasets.hrf.default_768 module bob.ip.binseg.configs.datasets.hrf.default_fullres module bob.ip.binseg.configs.datasets.hrf.mtest module bob.ip.binseg.configs.datasets.hrf.xtest module bob.ip.binseg.configs.datasets.iostar.covd module bob.ip.binseg.configs.datasets.iostar.optic_disc module bob.ip.binseg.configs.datasets.iostar.optic_disc_512 module bob.ip.binseg.configs.datasets.iostar.optic_disc_768 module bob.ip.binseg.configs.datasets.iostar.vessel module bob.ip.binseg.configs.datasets.iostar.vessel_768 module bob.ip.binseg.configs.datasets.iostar.vessel_mtest module bob.ip.binseg.configs.datasets.iostar.vessel_xtest module bob.ip.binseg.configs.datasets.jsrt.default module bob.ip.binseg.configs.datasets.jsrt.xtest module bob.ip.binseg.configs.datasets.montgomery.default module bob.ip.binseg.configs.datasets.montgomery.xtest module bob.ip.binseg.configs.datasets.refuge.cup module bob.ip.binseg.configs.datasets.refuge.cup_512 module bob.ip.binseg.configs.datasets.refuge.cup_768 module bob.ip.binseg.configs.datasets.refuge.disc module bob.ip.binseg.configs.datasets.refuge.disc_512 module bob.ip.binseg.configs.datasets.refuge.disc_768 module bob.ip.binseg.configs.datasets.rimoner3.cup_exp1 module bob.ip.binseg.configs.datasets.rimoner3.cup_exp1_512 module bob.ip.binseg.configs.datasets.rimoner3.cup_exp1_768 module bob.ip.binseg.configs.datasets.rimoner3.cup_exp2 module bob.ip.binseg.configs.datasets.rimoner3.disc_exp1 module bob.ip.binseg.configs.datasets.rimoner3.disc_exp1_512 module

bob.ip.binseg.configs.datasets.rimoner3.disc_exp1_768 module bob.ip.binseg.configs.datasets.rimoner3.disc_exp2 module bob.ip.binseg.configs.datasets.shenzhen.default module bob.ip.binseg.configs.datasets.shenzhen.default_256 module bob.ip.binseg.configs.datasets.shenzhen.xtest module bob.ip.binseg.configs.datasets.stare.ah module bob.ip.binseg.configs.datasets.stare.ah_1024 module bob.ip.binseg.configs.datasets.stare.ah_768 module bob.ip.binseg.configs.datasets.stare.covd module bob.ip.binseg.configs.datasets.stare.mtest module bob.ip.binseg.configs.datasets.stare.vk module bob.ip.binseg.configs.datasets.stare.xtest module bob.ip.binseg.configs.models.driu module bob.ip.binseg.configs.models.driu_bn module bob.ip.binseg.configs.models.driu_od module bob.ip.binseg.configs.models.hed module bob.ip.binseg.configs.models.lwnet module bob.ip.binseg.configs.models.m2unet module bob.ip.binseg.configs.models.resunet module bob.ip.binseg.configs.models.unet module bob.ip.binseg.data.chasedb1 module bob.ip.binseg.data.cxr8 module bob.ip.binseg.data.drhagis module bob.ip.binseg.data.drionsdb module bob.ip.binseg.data.drishtigs1 module bob.ip.binseg.data.drive module bob.ip.binseg.data.hrf module bob.ip.binseg.data.iostar module bob.ip.binseg.data.jsrt module bob.ip.binseg.data.montgomery module bob.ip.binseg.data.refuge module bob.ip.binseg.data.rimoner3 module bob.ip.binseg.data.shenzhen module bob.ip.binseg.data.stare module bob.ip.binseg.engine module bob.ip.binseg.engine.adabound module bob.ip.binseg.engine.evaluator module bob.ip.binseg.engine.predictor module bob.ip.binseg.engine.trainer module bob.ip.binseg.models module bob.ip.binseg.models.backbones module bob.ip.binseg.models.backbones.mobilenetv2 module bob.ip.binseg.models.backbones.resnet module bob.ip.binseg.models.backbones.vgg module bob.ip.binseg.models.driu module bob.ip.binseg.models.driu_bn module bob.ip.binseg.models.driu_od module bob.ip.binseg.models.driu_pix module bob.ip.binseg.models.hed module bob.ip.binseg.models.losses module bob.ip.binseg.models.lwnet module bob.ip.binseg.models.m2unet module bob.ip.binseg.models.make_layers module bob.ip.binseg.models.normalizer module bob.ip.binseg.models.resunet module bob.ip.binseg.models.unet module bob.ip.common.data.dataset module bob.ip.common.data.loader module bob.ip.common.data.sample module bob.ip.common.data.transforms module bob.ip.common.data.utils module bob.ip.common.utils module bob.ip.common.utils.checkpointer module bob.ip.common.utils.measure module bob.ip.common.utils.plot module bob.ip.common.utils.summary module bob.ip.common.utils.table module

C

CenterCrop (class in bob.ip.common.data.transforms) check() (bob.ip.common.data.dataset.CSVDataset method) (bob.ip.common.data.dataset.JSONDataset method) check_exist_logfile() (in module bob.ip.binseg.engine.trainer) check_gpu() (in module bob.ip.binseg.engine.trainer) Checkpointer (class in bob.ip.common.utils.checkpointer) checkpointer_process() (in module bob.ip.binseg.engine.trainer) ColorJitter (class in bob.ip.common.data.transforms) compare_annotators() (in module bob.ip.binseg.engine.evaluator) Compose (class in bob.ip.common.data.transforms) ConcatFuseBlock (class in bob.ip.binseg.models.driu) (class in bob.ip.binseg.models.driu_bn) (class in bob.ip.binseg.models.hed)

conv_with_kaiming_uniform() (in module bob.ip.binseg.models.make_layers) ConvBlock (class in bob.ip.binseg.models.lwnet) ConvBridgeBlock (class in bob.ip.binseg.models.lwnet) convtrans_with_kaiming_uniform() (in module bob.ip.binseg.models.make_layers) copy() (bob.ip.common.data.utils.SampleListDataset method) (bob.ip.common.data.utils.SampleListDetectionDataset method) create_logfile_fields() (in module bob.ip.binseg.engine.trainer) Crop (class in bob.ip.common.data.transforms) CSVDataset (class in bob.ip.common.data.dataset)

D

data (bob.ip.common.data.sample.DelayedSample property) dataset (in module bob.ip.binseg.data.chasedb1) (in module bob.ip.binseg.data.cxr8) (in module bob.ip.binseg.data.drhagis) (in module bob.ip.binseg.data.drionsdb) (in module bob.ip.binseg.data.drishtigs1) (in module bob.ip.binseg.data.drive) (in module bob.ip.binseg.data.hrf) (in module bob.ip.binseg.data.iostar) (in module bob.ip.binseg.data.jsrt) (in module bob.ip.binseg.data.montgomery) (in module bob.ip.binseg.data.refuge) (in module bob.ip.binseg.data.rimoner3) (in module bob.ip.binseg.data.shenzhen) (in module bob.ip.binseg.data.stare)

DecoderBlock (class in bob.ip.binseg.models.m2unet) DEFAULT (torchvision.models.ResNet50_Weights attribute) (torchvision.models.VGG16_BN_Weights attribute) (torchvision.models.VGG16_Weights attribute) DelayedSample (class in bob.ip.common.data.sample) DRIU (class in bob.ip.binseg.models.driu) driu() (in module bob.ip.binseg.models.driu) driu_bn() (in module bob.ip.binseg.models.driu_bn) driu_od() (in module bob.ip.binseg.models.driu_od) driu_pix() (in module bob.ip.binseg.models.driu_pix) DRIUBN (class in bob.ip.binseg.models.driu_bn) DRIUOD (class in bob.ip.binseg.models.driu_od) DRIUPIX (class in bob.ip.binseg.models.driu_pix)

F

forward() (bob.ip.binseg.models.backbones.mobilenetv2.MobileNetV24Segmentation method) (bob.ip.binseg.models.backbones.resnet.ResNet4Segmentation method) (bob.ip.binseg.models.backbones.vgg.VGG4Segmentation method) (bob.ip.binseg.models.driu.ConcatFuseBlock method) (bob.ip.binseg.models.driu.DRIU method) (bob.ip.binseg.models.driu_bn.ConcatFuseBlock method) (bob.ip.binseg.models.driu_bn.DRIUBN method) (bob.ip.binseg.models.driu_od.DRIUOD method) (bob.ip.binseg.models.driu_pix.DRIUPIX method) (bob.ip.binseg.models.hed.ConcatFuseBlock method) (bob.ip.binseg.models.hed.HED method) (bob.ip.binseg.models.losses.MixJacLoss method) (bob.ip.binseg.models.losses.MultiSoftJaccardBCELogitsLoss method) (bob.ip.binseg.models.losses.MultiWeightedBCELogitsLoss method) (bob.ip.binseg.models.losses.SoftJaccardBCELogitsLoss method) (bob.ip.binseg.models.losses.WeightedBCELogitsLoss method) (bob.ip.binseg.models.lwnet.ConvBlock method) (bob.ip.binseg.models.lwnet.ConvBridgeBlock method) (bob.ip.binseg.models.lwnet.LittleUNet method) (bob.ip.binseg.models.lwnet.LittleWNet method) (bob.ip.binseg.models.lwnet.UpConvBlock method) (bob.ip.binseg.models.lwnet.UpsampleBlock method) (bob.ip.binseg.models.m2unet.DecoderBlock method) (bob.ip.binseg.models.m2unet.LastDecoderBlock method) (bob.ip.binseg.models.m2unet.M2UNet method) (bob.ip.binseg.models.make_layers.PixelShuffle_ICNR method) (bob.ip.binseg.models.make_layers.UnetBlock method) (bob.ip.binseg.models.make_layers.UpsampleCropBlock method) (bob.ip.binseg.models.normalizer.TorchVisionNormalizer method) (bob.ip.binseg.models.resunet.ResUNet method) (bob.ip.binseg.models.unet.UNet method)

G

GaussianBlur (class in bob.ip.common.data.transforms)

get_intersection() (in module bob.ip.common.utils.measure) GetBoundingBox (class in bob.ip.common.data.transforms)

H

h (bob.ip.common.data.transforms.Crop attribute) (bob.ip.common.data.transforms.SingleCrop attribute)

has_checkpoint() (bob.ip.common.utils.checkpointer.Checkpointer method) HED (class in bob.ip.binseg.models.hed) hed() (in module bob.ip.binseg.models.hed)

I

i (bob.ip.common.data.transforms.Crop attribute) (bob.ip.common.data.transforms.SingleCrop attribute) icnr() (in module bob.ip.binseg.models.make_layers) ifnone() (in module bob.ip.binseg.models.make_layers) IMAGENET1K_FEATURES (torchvision.models.VGG16_Weights attribute)

IMAGENET1K_V1 (torchvision.models.ResNet50_Weights attribute) (torchvision.models.VGG16_BN_Weights attribute) (torchvision.models.VGG16_Weights attribute) IMAGENET1K_V2 (torchvision.models.ResNet50_Weights attribute) insert() (bob.ip.common.data.sample.SampleSet method) invert_mode1_image() (in module bob.ip.common.data.utils)

J

j (bob.ip.common.data.transforms.Crop attribute) (bob.ip.common.data.transforms.SingleCrop attribute)

JSONDataset (class in bob.ip.common.data.dataset)

K

keys() (bob.ip.common.data.utils.SampleListDataset method) (bob.ip.common.data.utils.SampleListDetectionDataset method) (bob.ip.common.data.utils.SSLDataset method)

L

last_checkpoint() (bob.ip.common.utils.checkpointer.Checkpointer method) LastDecoderBlock (class in bob.ip.binseg.models.m2unet) LittleUNet (class in bob.ip.binseg.models.lwnet) LittleWNet (class in bob.ip.binseg.models.lwnet) load() (bob.ip.common.utils.checkpointer.Checkpointer method)

load_pil_1() (in module bob.ip.common.data.loader) load_pil_raw_12bit_jsrt() (in module bob.ip.common.data.loader) load_pil_rgb() (in module bob.ip.common.data.loader) loss_curve() (in module bob.ip.common.utils.plot) lunet() (in module bob.ip.binseg.models.lwnet) lwnet() (in module bob.ip.binseg.models.lwnet)

M

M2UNet (class in bob.ip.binseg.models.m2unet) m2unet() (in module bob.ip.binseg.models.m2unet) make_dataset() (in module bob.ip.binseg.configs.datasets) make_delayed() (in module bob.ip.common.data.loader) make_subset() (in module bob.ip.binseg.configs.datasets) MixJacLoss (class in bob.ip.binseg.models.losses) mobilenet_v2_for_segmentation() (in module bob.ip.binseg.models.backbones.mobilenetv2) MobileNetV24Segmentation (class in bob.ip.binseg.models.backbones.mobilenetv2) module bob.ip.binseg.configs.datasets bob.ip.binseg.configs.datasets.chasedb1.covd bob.ip.binseg.configs.datasets.chasedb1.first_annotator bob.ip.binseg.configs.datasets.chasedb1.first_annotator_1024 bob.ip.binseg.configs.datasets.chasedb1.first_annotator_768 bob.ip.binseg.configs.datasets.chasedb1.mtest bob.ip.binseg.configs.datasets.chasedb1.second_annotator bob.ip.binseg.configs.datasets.chasedb1.xtest bob.ip.binseg.configs.datasets.csv bob.ip.binseg.configs.datasets.cxr8.default bob.ip.binseg.configs.datasets.cxr8.idiap bob.ip.binseg.configs.datasets.cxr8.xtest bob.ip.binseg.configs.datasets.cxr8.xtest_idiap bob.ip.binseg.configs.datasets.drhagis.default bob.ip.binseg.configs.datasets.drionsdb.expert1 bob.ip.binseg.configs.datasets.drionsdb.expert1_512 bob.ip.binseg.configs.datasets.drionsdb.expert1_768 bob.ip.binseg.configs.datasets.drionsdb.expert2 bob.ip.binseg.configs.datasets.drionsdb.expert2_512 bob.ip.binseg.configs.datasets.drionsdb.expert2_768 bob.ip.binseg.configs.datasets.drishtigs1.cup_all bob.ip.binseg.configs.datasets.drishtigs1.cup_all_512 bob.ip.binseg.configs.datasets.drishtigs1.cup_all_768 bob.ip.binseg.configs.datasets.drishtigs1.cup_any bob.ip.binseg.configs.datasets.drishtigs1.disc_all bob.ip.binseg.configs.datasets.drishtigs1.disc_all_512 bob.ip.binseg.configs.datasets.drishtigs1.disc_all_768 bob.ip.binseg.configs.datasets.drishtigs1.disc_any bob.ip.binseg.configs.datasets.drive.covd bob.ip.binseg.configs.datasets.drive.default bob.ip.binseg.configs.datasets.drive.default_1024 bob.ip.binseg.configs.datasets.drive.default_768 bob.ip.binseg.configs.datasets.drive.mtest bob.ip.binseg.configs.datasets.drive.second_annotator bob.ip.binseg.configs.datasets.drive.xtest bob.ip.binseg.configs.datasets.hrf.covd bob.ip.binseg.configs.datasets.hrf.default bob.ip.binseg.configs.datasets.hrf.default_1024 bob.ip.binseg.configs.datasets.hrf.default_768 bob.ip.binseg.configs.datasets.hrf.default_fullres bob.ip.binseg.configs.datasets.hrf.mtest bob.ip.binseg.configs.datasets.hrf.xtest bob.ip.binseg.configs.datasets.iostar.covd bob.ip.binseg.configs.datasets.iostar.optic_disc bob.ip.binseg.configs.datasets.iostar.optic_disc_512 bob.ip.binseg.configs.datasets.iostar.optic_disc_768 bob.ip.binseg.configs.datasets.iostar.vessel bob.ip.binseg.configs.datasets.iostar.vessel_768 bob.ip.binseg.configs.datasets.iostar.vessel_mtest bob.ip.binseg.configs.datasets.iostar.vessel_xtest bob.ip.binseg.configs.datasets.jsrt.default bob.ip.binseg.configs.datasets.jsrt.xtest bob.ip.binseg.configs.datasets.montgomery.default bob.ip.binseg.configs.datasets.montgomery.xtest bob.ip.binseg.configs.datasets.refuge.cup bob.ip.binseg.configs.datasets.refuge.cup_512 bob.ip.binseg.configs.datasets.refuge.cup_768 bob.ip.binseg.configs.datasets.refuge.disc bob.ip.binseg.configs.datasets.refuge.disc_512 bob.ip.binseg.configs.datasets.refuge.disc_768 bob.ip.binseg.configs.datasets.rimoner3.cup_exp1 bob.ip.binseg.configs.datasets.rimoner3.cup_exp1_512 bob.ip.binseg.configs.datasets.rimoner3.cup_exp1_768 bob.ip.binseg.configs.datasets.rimoner3.cup_exp2 bob.ip.binseg.configs.datasets.rimoner3.disc_exp1 bob.ip.binseg.configs.datasets.rimoner3.disc_exp1_512 bob.ip.binseg.configs.datasets.rimoner3.disc_exp1_768 bob.ip.binseg.configs.datasets.rimoner3.disc_exp2 bob.ip.binseg.configs.datasets.shenzhen.default bob.ip.binseg.configs.datasets.shenzhen.default_256 bob.ip.binseg.configs.datasets.shenzhen.xtest bob.ip.binseg.configs.datasets.stare.ah bob.ip.binseg.configs.datasets.stare.ah_1024 bob.ip.binseg.configs.datasets.stare.ah_768 bob.ip.binseg.configs.datasets.stare.covd bob.ip.binseg.configs.datasets.stare.mtest bob.ip.binseg.configs.datasets.stare.vk bob.ip.binseg.configs.datasets.stare.xtest bob.ip.binseg.configs.models.driu bob.ip.binseg.configs.models.driu_bn bob.ip.binseg.configs.models.driu_od bob.ip.binseg.configs.models.hed bob.ip.binseg.configs.models.lwnet bob.ip.binseg.configs.models.m2unet bob.ip.binseg.configs.models.resunet bob.ip.binseg.configs.models.unet bob.ip.binseg.data.chasedb1 bob.ip.binseg.data.cxr8 bob.ip.binseg.data.drhagis bob.ip.binseg.data.drionsdb bob.ip.binseg.data.drishtigs1 bob.ip.binseg.data.drive bob.ip.binseg.data.hrf bob.ip.binseg.data.iostar bob.ip.binseg.data.jsrt bob.ip.binseg.data.montgomery bob.ip.binseg.data.refuge bob.ip.binseg.data.rimoner3 bob.ip.binseg.data.shenzhen bob.ip.binseg.data.stare bob.ip.binseg.engine bob.ip.binseg.engine.adabound bob.ip.binseg.engine.evaluator bob.ip.binseg.engine.predictor bob.ip.binseg.engine.trainer bob.ip.binseg.models bob.ip.binseg.models.backbones bob.ip.binseg.models.backbones.mobilenetv2 bob.ip.binseg.models.backbones.resnet bob.ip.binseg.models.backbones.vgg bob.ip.binseg.models.driu bob.ip.binseg.models.driu_bn bob.ip.binseg.models.driu_od bob.ip.binseg.models.driu_pix bob.ip.binseg.models.hed bob.ip.binseg.models.losses bob.ip.binseg.models.lwnet bob.ip.binseg.models.m2unet bob.ip.binseg.models.make_layers bob.ip.binseg.models.normalizer bob.ip.binseg.models.resunet bob.ip.binseg.models.unet bob.ip.common.data.dataset bob.ip.common.data.loader bob.ip.common.data.sample bob.ip.common.data.transforms bob.ip.common.data.utils bob.ip.common.utils bob.ip.common.utils.checkpointer bob.ip.common.utils.measure bob.ip.common.utils.plot bob.ip.common.utils.summary bob.ip.common.utils.table

MultiSoftJaccardBCELogitsLoss (class in bob.ip.binseg.models.losses) MultiWeightedBCELogitsLoss (class in bob.ip.binseg.models.losses)

O

overlayed_bbox_image() (in module bob.ip.common.data.utils)

overlayed_image() (in module bob.ip.common.data.utils)

P

Pad (class in bob.ip.common.data.transforms) performance_table() (in module bob.ip.common.utils.table)

performance_table_detection() (in module bob.ip.common.utils.table) PixelShuffle_ICNR (class in bob.ip.binseg.models.make_layers) precision_recall_f1iso() (in module bob.ip.common.utils.plot)

R

RANDOM_FLIP_JITTER (in module bob.ip.binseg.configs.datasets) RANDOM_ROTATION (in module bob.ip.binseg.configs.datasets) RandomHorizontalFlip (class in bob.ip.common.data.transforms) RandomRotation (class in bob.ip.common.data.transforms) RandomVerticalFlip (class in bob.ip.common.data.transforms) Resize (class in bob.ip.common.data.transforms) ResNet4Segmentation (class in bob.ip.binseg.models.backbones.resnet)

resnet50_for_segmentation() (in module bob.ip.binseg.models.backbones.resnet) ResNet50_Weights (class in torchvision.models) ResUNet (class in bob.ip.binseg.models.resunet) resunet50() (in module bob.ip.binseg.models.resunet) run() (in module bob.ip.binseg.engine.evaluator) (in module bob.ip.binseg.engine.predictor) (in module bob.ip.binseg.engine.trainer)

S

Sample (class in bob.ip.common.data.sample) sample_measures_for_threshold() (in module bob.ip.binseg.engine.evaluator) SampleListDataset (class in bob.ip.common.data.utils) SampleListDetectionDataset (class in bob.ip.common.data.utils) samples() (bob.ip.common.data.dataset.CSVDataset method) SampleSet (class in bob.ip.common.data.sample) save() (bob.ip.common.utils.checkpointer.Checkpointer method) save_model_summary() (in module bob.ip.binseg.engine.trainer) ShrinkIntoSquare (class in bob.ip.common.data.transforms) SingleAutoLevel16to8 (class in bob.ip.common.data.transforms)

SingleCrop (class in bob.ip.common.data.transforms) SingleToRGB (class in bob.ip.common.data.transforms) SoftJaccardBCELogitsLoss (class in bob.ip.binseg.models.losses) SSLDataset (class in bob.ip.common.data.utils) static_information_to_csv() (in module bob.ip.binseg.engine.trainer) step() (bob.ip.binseg.engine.adabound.AdaBound method) (bob.ip.binseg.engine.adabound.AdaBoundW method) subsets() (bob.ip.common.data.dataset.CSVDataset method) (bob.ip.common.data.dataset.JSONDataset method) subtract_mode1_images() (in module bob.ip.common.data.utils) summary() (in module bob.ip.common.utils.summary)

T

torch_evaluation() (in module bob.ip.binseg.engine.trainer) TorchVisionNormalizer (class in bob.ip.binseg.models.normalizer) ToRGB (class in bob.ip.common.data.transforms) ToTensor (class in bob.ip.common.data.transforms)

train_epoch() (in module bob.ip.binseg.engine.trainer) transforms (bob.ip.common.data.utils.SampleListDataset property) (bob.ip.common.data.utils.SampleListDetectionDataset property) tricky_division() (in module bob.ip.common.utils.measure) TupleMixin (class in bob.ip.common.data.transforms)

U

UNet (class in bob.ip.binseg.models.unet) unet() (in module bob.ip.binseg.models.unet) UnetBlock (class in bob.ip.binseg.models.make_layers)

UpConvBlock (class in bob.ip.binseg.models.lwnet) UpsampleBlock (class in bob.ip.binseg.models.lwnet) UpsampleCropBlock (class in bob.ip.binseg.models.make_layers)

V

validate_epoch() (in module bob.ip.binseg.engine.trainer) vgg16_bn_for_segmentation() (in module bob.ip.binseg.models.backbones.vgg) VGG16_BN_Weights (class in torchvision.models)

vgg16_for_segmentation() (in module bob.ip.binseg.models.backbones.vgg) VGG16_Weights (class in torchvision.models) VGG4Segmentation (class in bob.ip.binseg.models.backbones.vgg)

W

w (bob.ip.common.data.transforms.Crop attribute) (bob.ip.common.data.transforms.SingleCrop attribute)

WeightedBCELogitsLoss (class in bob.ip.binseg.models.losses) write_log_info() (in module bob.ip.binseg.engine.trainer)