Index Symbols | A | B | C | D | F | G | H | I | J | K | L | M | N | O | P | R | S | T | U | V | W Symbols --batch-chunk-count binseg-experiment command line option binseg-train command line option --batch-size binseg-analyze command line option binseg-experiment command line option binseg-predict command line option binseg-train command line option --checkpoint-folder binseg-significance command line option --checkpoint-period binseg-experiment command line option binseg-train command line option --criterion binseg-experiment command line option binseg-train command line option --dataset binseg-analyze command line option binseg-evaluate command line option binseg-experiment command line option binseg-mkmask command line option binseg-predict command line option binseg-significance command line option binseg-train command line option --device binseg-analyze command line option binseg-experiment command line option binseg-predict command line option binseg-train command line option --drop-incomplete-batch binseg-experiment command line option binseg-train command line option --dump-config binseg-analyze command line option binseg-evaluate command line option binseg-experiment command line option binseg-mkmask command line option binseg-predict command line option binseg-significance command line option binseg-train command line option binseg-train-analysis command line option --epochs binseg-experiment command line option binseg-train command line option --evaluate binseg-significance command line option --figure binseg-significance command line option --globs binseg-mkmask command line option --limit binseg-dataset-check command line option --model binseg-analyze command line option binseg-experiment command line option binseg-predict command line option binseg-train command line option --monitoring-interval binseg-experiment command line option binseg-train command line option --names binseg-significance command line option --no-drop-incomplete-batch binseg-experiment command line option binseg-train command line option --no-overlayed binseg-analyze command line option binseg-experiment command line option --no-remove-outliers binseg-significance command line option --no-remove-zeros binseg-significance command line option --optimizer binseg-experiment command line option binseg-train command line option --output-figure binseg-compare command line option --output-folder binseg-analyze command line option binseg-evaluate command line option binseg-experiment command line option binseg-mkmask command line option binseg-predict command line option binseg-significance command line option binseg-train command line option --output-pdf binseg-train-analysis command line option --output-table binseg-compare command line option --overlayed binseg-analyze command line option binseg-evaluate command line option binseg-experiment command line option binseg-predict command line option --parallel binseg-analyze command line option binseg-evaluate command line option binseg-experiment command line option binseg-predict command line option binseg-significance command line option binseg-train command line option --plot-limits binseg-analyze command line option binseg-compare command line option binseg-experiment command line option --predictions binseg-significance command line option --predictions-folder binseg-evaluate command line option --remove-outliers binseg-significance command line option --remove-zeros binseg-significance command line option --scheduler binseg-experiment command line option binseg-train command line option --second-annotator binseg-analyze command line option binseg-evaluate command line option binseg-experiment command line option --seed binseg-experiment command line option binseg-train command line option --size binseg-significance command line option --steps binseg-analyze command line option binseg-evaluate command line option binseg-experiment command line option binseg-significance command line option --stride binseg-significance command line option --table-format binseg-compare command line option --threshold binseg-compare command line option binseg-evaluate command line option binseg-mkmask command line option binseg-significance command line option --verbose binseg-analyze command line option binseg-compare command line option binseg-config-copy command line option binseg-config-describe command line option binseg-config-list command line option binseg-dataset-check command line option binseg-dataset-list command line option binseg-evaluate command line option binseg-experiment command line option binseg-mkmask command line option binseg-predict command line option binseg-significance command line option binseg-train command line option binseg-train-analysis command line option --weight binseg-analyze command line option binseg-predict command line option -b binseg-analyze command line option binseg-experiment command line option binseg-predict command line option binseg-train command line option -c binseg-experiment command line option binseg-train command line option -D binseg-experiment command line option binseg-train command line option -d binseg-analyze command line option, [1] binseg-evaluate command line option binseg-experiment command line option, [1] binseg-mkmask command line option binseg-predict command line option, [1] binseg-significance command line option binseg-train command line option, [1] -e binseg-experiment command line option binseg-significance command line option binseg-train command line option -f binseg-compare command line option binseg-significance command line option -g binseg-mkmask command line option -H binseg-analyze command line option binseg-evaluate command line option binseg-experiment command line option binseg-mkmask command line option binseg-predict command line option binseg-significance command line option binseg-train command line option binseg-train-analysis command line option -I binseg-experiment command line option binseg-train command line option -k binseg-significance command line option -L binseg-analyze command line option binseg-compare command line option binseg-experiment command line option -l binseg-dataset-check command line option -m binseg-analyze command line option binseg-experiment command line option binseg-predict command line option binseg-train command line option -n binseg-significance command line option -O binseg-analyze command line option binseg-evaluate command line option binseg-experiment command line option binseg-predict command line option -o binseg-analyze command line option binseg-evaluate command line option binseg-experiment command line option binseg-mkmask command line option binseg-predict command line option binseg-significance command line option binseg-train command line option binseg-train-analysis command line option -P binseg-analyze command line option binseg-evaluate command line option binseg-experiment command line option binseg-predict command line option binseg-train command line option -p binseg-evaluate command line option binseg-experiment command line option binseg-significance command line option binseg-train command line option -R binseg-significance command line option, [1] -S binseg-analyze command line option, [1] binseg-evaluate command line option, [1] binseg-experiment command line option, [1] binseg-significance command line option -s binseg-experiment command line option binseg-significance command line option binseg-train command line option -T binseg-compare command line option -t binseg-compare command line option binseg-evaluate command line option binseg-mkmask command line option binseg-significance command line option, [1] -u binseg-compare command line option -v binseg-analyze command line option binseg-compare command line option binseg-config-copy command line option binseg-config-describe command line option binseg-config-list command line option binseg-dataset-check command line option binseg-dataset-list command line option binseg-evaluate command line option binseg-experiment command line option binseg-mkmask command line option binseg-predict command line option binseg-significance command line option binseg-train command line option binseg-train-analysis command line option -w binseg-analyze command line option binseg-predict command line option -x binseg-significance command line option A AdaBound (class in deepdraw.engine.adabound) AdaBoundW (class in deepdraw.engine.adabound) all_keys_match() (deepdraw.data.utils.SampleListDataset method) (deepdraw.data.utils.SSLDataset method) alpha (deepdraw.models.losses.MultiSoftJaccardBCELogitsLoss attribute) (deepdraw.models.losses.SoftJaccardBCELogitsLoss attribute) auc() (in module deepdraw.utils.measure) augment_subset() (in module deepdraw.configs.datasets.__init__) AutoLevel16to8 (class in deepdraw.data.transforms) B base_measures() (in module deepdraw.utils.measure) bayesian_measures() (in module deepdraw.utils.measure) beta_credible_region() (in module deepdraw.utils.measure) binseg-analyze command line option --batch-size --dataset --device --dump-config --model --no-overlayed --output-folder --overlayed --parallel --plot-limits --second-annotator --steps --verbose --weight -b -d, [1] -H -L -m -o -O -P -S, [1] -v -w CONFIG binseg-compare command line option --output-figure --output-table --plot-limits --table-format --threshold --verbose -f -L -T -t -u -v LABEL_PATH binseg-config-copy command line option --verbose -v DESTINATION SOURCE binseg-config-describe command line option --verbose -v NAME binseg-config-list command line option --verbose -v binseg-dataset-check command line option --limit --verbose -l -v DATASET binseg-dataset-list command line option --verbose -v binseg-evaluate command line option --dataset --dump-config --output-folder --overlayed --parallel --predictions-folder --second-annotator --steps --threshold --verbose -d -H -o -O -p -P -S, [1] -t -v CONFIG binseg-experiment command line option --batch-chunk-count --batch-size --checkpoint-period --criterion --dataset --device --drop-incomplete-batch --dump-config --epochs --model --monitoring-interval --no-drop-incomplete-batch --no-overlayed --optimizer --output-folder --overlayed --parallel --plot-limits --scheduler --second-annotator --seed --steps --verbose -b -c -d, [1] -D -e -H -I -L -m -o -O -p -P -S, [1] -s -v CONFIG binseg-mkmask command line option --dataset --dump-config --globs --output-folder --threshold --verbose -d -g -H -o -t -v CONFIG binseg-predict command line option --batch-size --dataset --device --dump-config --model --output-folder --overlayed --parallel --verbose --weight -b -d, [1] -H -m -o -O -P -v -w CONFIG binseg-significance command line option --checkpoint-folder --dataset --dump-config --evaluate --figure --names --no-remove-outliers --no-remove-zeros --output-folder --parallel --predictions --remove-outliers --remove-zeros --size --steps --stride --threshold --verbose -d -e -f -H -k -n -o -p -R, [1] -S -s -t, [1] -v -x CONFIG binseg-train command line option --batch-chunk-count --batch-size --checkpoint-period --criterion --dataset --device --drop-incomplete-batch --dump-config --epochs --model --monitoring-interval --no-drop-incomplete-batch --optimizer --output-folder --parallel --scheduler --seed --verbose -b -c -d, [1] -D -e -H -I -m -o -p -P -s -v CONFIG binseg-train-analysis command line option --dump-config --output-pdf --verbose -H -o -v CONFIG CONSTANTS LOG C CenterCrop (class in deepdraw.data.transforms) check() (deepdraw.data.dataset.CSVDataset method) (deepdraw.data.dataset.JSONDataset method) check_exist_logfile() (in module deepdraw.engine.trainer) check_gpu() (in module deepdraw.engine.trainer) Checkpointer (class in deepdraw.utils.checkpointer) checkpointer_process() (in module deepdraw.engine.trainer) ColorJitter (class in deepdraw.data.transforms) compare_annotators() (in module deepdraw.engine.evaluator) Compose (class in deepdraw.data.transforms) ConcatFuseBlock (class in deepdraw.models.driu) (class in deepdraw.models.driu_bn) (class in deepdraw.models.hed) CONFIG binseg-analyze command line option binseg-evaluate command line option binseg-experiment command line option binseg-mkmask command line option binseg-predict command line option binseg-significance command line option binseg-train command line option binseg-train-analysis command line option CONSTANTS binseg-train-analysis command line option conv_with_kaiming_uniform() (in module deepdraw.models.make_layers) ConvBlock (class in deepdraw.models.lwnet) ConvBridgeBlock (class in deepdraw.models.lwnet) convtrans_with_kaiming_uniform() (in module deepdraw.models.make_layers) copy() (deepdraw.data.utils.SampleListDataset method) create_logfile_fields() (in module deepdraw.engine.trainer) Crop (class in deepdraw.data.transforms) CSVDataset (class in deepdraw.data.dataset) D data (deepdraw.data.sample.DelayedSample property) DATASET binseg-dataset-check command line option dataset (in module deepdraw.data.chasedb1) (in module deepdraw.data.cxr8) (in module deepdraw.data.drhagis) (in module deepdraw.data.drionsdb) (in module deepdraw.data.drishtigs1) (in module deepdraw.data.drive) (in module deepdraw.data.hrf) (in module deepdraw.data.iostar) (in module deepdraw.data.jsrt) (in module deepdraw.data.montgomery) (in module deepdraw.data.refuge) (in module deepdraw.data.rimoner3) (in module deepdraw.data.shenzhen) (in module deepdraw.data.stare) DecoderBlock (class in deepdraw.models.m2unet) deepdraw.configs.datasets.__init__ module deepdraw.configs.datasets.chasedb1.covd module deepdraw.configs.datasets.chasedb1.first_annotator module deepdraw.configs.datasets.chasedb1.first_annotator_1024 module deepdraw.configs.datasets.chasedb1.first_annotator_768 module deepdraw.configs.datasets.chasedb1.mtest module deepdraw.configs.datasets.chasedb1.second_annotator module deepdraw.configs.datasets.chasedb1.xtest module deepdraw.configs.datasets.csv module deepdraw.configs.datasets.cxr8.default module deepdraw.configs.datasets.cxr8.xtest module deepdraw.configs.datasets.drhagis.default module deepdraw.configs.datasets.drionsdb.expert1 module deepdraw.configs.datasets.drionsdb.expert1_512 module deepdraw.configs.datasets.drionsdb.expert1_768 module deepdraw.configs.datasets.drionsdb.expert2 module deepdraw.configs.datasets.drionsdb.expert2_512 module deepdraw.configs.datasets.drionsdb.expert2_768 module deepdraw.configs.datasets.drishtigs1.cup_all module deepdraw.configs.datasets.drishtigs1.cup_all_512 module deepdraw.configs.datasets.drishtigs1.cup_all_768 module deepdraw.configs.datasets.drishtigs1.cup_any module deepdraw.configs.datasets.drishtigs1.disc_all module deepdraw.configs.datasets.drishtigs1.disc_all_512 module deepdraw.configs.datasets.drishtigs1.disc_all_768 module deepdraw.configs.datasets.drishtigs1.disc_any module deepdraw.configs.datasets.drive.covd module deepdraw.configs.datasets.drive.default module deepdraw.configs.datasets.drive.default_1024 module deepdraw.configs.datasets.drive.default_768 module deepdraw.configs.datasets.drive.mtest module deepdraw.configs.datasets.drive.second_annotator module deepdraw.configs.datasets.drive.xtest module deepdraw.configs.datasets.hrf.covd module deepdraw.configs.datasets.hrf.default module deepdraw.configs.datasets.hrf.default_1024 module deepdraw.configs.datasets.hrf.default_768 module deepdraw.configs.datasets.hrf.default_fullres module deepdraw.configs.datasets.hrf.mtest module deepdraw.configs.datasets.hrf.xtest module deepdraw.configs.datasets.iostar.covd module deepdraw.configs.datasets.iostar.optic_disc module deepdraw.configs.datasets.iostar.optic_disc_512 module deepdraw.configs.datasets.iostar.optic_disc_768 module deepdraw.configs.datasets.iostar.vessel module deepdraw.configs.datasets.iostar.vessel_768 module deepdraw.configs.datasets.iostar.vessel_mtest module deepdraw.configs.datasets.iostar.vessel_xtest module deepdraw.configs.datasets.jsrt.default module deepdraw.configs.datasets.jsrt.xtest module deepdraw.configs.datasets.montgomery.default module deepdraw.configs.datasets.montgomery.xtest module deepdraw.configs.datasets.refuge.cup module deepdraw.configs.datasets.refuge.cup_512 module deepdraw.configs.datasets.refuge.cup_768 module deepdraw.configs.datasets.refuge.disc module deepdraw.configs.datasets.refuge.disc_512 module deepdraw.configs.datasets.refuge.disc_768 module deepdraw.configs.datasets.rimoner3.cup_exp1 module deepdraw.configs.datasets.rimoner3.cup_exp1_512 module deepdraw.configs.datasets.rimoner3.cup_exp1_768 module deepdraw.configs.datasets.rimoner3.cup_exp2 module deepdraw.configs.datasets.rimoner3.disc_exp1 module deepdraw.configs.datasets.rimoner3.disc_exp1_512 module deepdraw.configs.datasets.rimoner3.disc_exp1_768 module deepdraw.configs.datasets.rimoner3.disc_exp2 module deepdraw.configs.datasets.shenzhen.default module deepdraw.configs.datasets.shenzhen.default_256 module deepdraw.configs.datasets.shenzhen.xtest module deepdraw.configs.datasets.stare.ah module deepdraw.configs.datasets.stare.ah_1024 module deepdraw.configs.datasets.stare.ah_768 module deepdraw.configs.datasets.stare.covd module deepdraw.configs.datasets.stare.mtest module deepdraw.configs.datasets.stare.vk module deepdraw.configs.datasets.stare.xtest module deepdraw.configs.models.driu module deepdraw.configs.models.driu_bn module deepdraw.configs.models.driu_od module deepdraw.configs.models.hed module deepdraw.configs.models.lwnet module deepdraw.configs.models.m2unet module deepdraw.configs.models.resunet module deepdraw.configs.models.unet module deepdraw.data.chasedb1 module deepdraw.data.cxr8 module deepdraw.data.dataset module deepdraw.data.drhagis module deepdraw.data.drionsdb module deepdraw.data.drishtigs1 module deepdraw.data.drive module deepdraw.data.hrf module deepdraw.data.iostar module deepdraw.data.jsrt module deepdraw.data.loader module deepdraw.data.montgomery module deepdraw.data.refuge module deepdraw.data.rimoner3 module deepdraw.data.sample module deepdraw.data.shenzhen module deepdraw.data.stare module deepdraw.data.transforms module deepdraw.data.utils module deepdraw.engine module deepdraw.engine.adabound module deepdraw.engine.evaluator module deepdraw.engine.predictor module deepdraw.engine.trainer module deepdraw.models module deepdraw.models.backbones module deepdraw.models.backbones.mobilenetv2 module deepdraw.models.backbones.resnet module deepdraw.models.backbones.vgg module deepdraw.models.driu module deepdraw.models.driu_bn module deepdraw.models.driu_od module deepdraw.models.driu_pix module deepdraw.models.hed module deepdraw.models.losses module deepdraw.models.lwnet module deepdraw.models.m2unet module deepdraw.models.make_layers module deepdraw.models.normalizer module deepdraw.models.resunet module deepdraw.models.unet module deepdraw.utils module deepdraw.utils.checkpointer module deepdraw.utils.measure module deepdraw.utils.plot module deepdraw.utils.summary module deepdraw.utils.table module DEFAULT (torchvision.models.ResNet50_Weights attribute) (torchvision.models.VGG16_BN_Weights attribute) (torchvision.models.VGG16_Weights attribute) DelayedSample (class in deepdraw.data.sample) DESTINATION binseg-config-copy command line option DRIU (class in deepdraw.models.driu) driu() (in module deepdraw.models.driu) driu_bn() (in module deepdraw.models.driu_bn) driu_od() (in module deepdraw.models.driu_od) driu_pix() (in module deepdraw.models.driu_pix) DRIUBN (class in deepdraw.models.driu_bn) DRIUOD (class in deepdraw.models.driu_od) DRIUPIX (class in deepdraw.models.driu_pix) F forward() (deepdraw.models.backbones.mobilenetv2.MobileNetV24Segmentation method) (deepdraw.models.backbones.resnet.ResNet4Segmentation method) (deepdraw.models.backbones.vgg.VGG4Segmentation method) (deepdraw.models.driu.ConcatFuseBlock method) (deepdraw.models.driu.DRIU method) (deepdraw.models.driu_bn.ConcatFuseBlock method) (deepdraw.models.driu_bn.DRIUBN method) (deepdraw.models.driu_od.DRIUOD method) (deepdraw.models.driu_pix.DRIUPIX method) (deepdraw.models.hed.ConcatFuseBlock method) (deepdraw.models.hed.HED method) (deepdraw.models.losses.MixJacLoss method) (deepdraw.models.losses.MultiSoftJaccardBCELogitsLoss method) (deepdraw.models.losses.MultiWeightedBCELogitsLoss method) (deepdraw.models.losses.SoftJaccardBCELogitsLoss method) (deepdraw.models.losses.WeightedBCELogitsLoss method) (deepdraw.models.lwnet.ConvBlock method) (deepdraw.models.lwnet.ConvBridgeBlock method) (deepdraw.models.lwnet.LittleUNet method) (deepdraw.models.lwnet.LittleWNet method) (deepdraw.models.lwnet.UpConvBlock method) (deepdraw.models.lwnet.UpsampleBlock method) (deepdraw.models.m2unet.DecoderBlock method) (deepdraw.models.m2unet.LastDecoderBlock method) (deepdraw.models.m2unet.M2UNet method) (deepdraw.models.make_layers.PixelShuffle_ICNR method) (deepdraw.models.make_layers.UnetBlock method) (deepdraw.models.make_layers.UpsampleCropBlock method) (deepdraw.models.normalizer.TorchVisionNormalizer method) (deepdraw.models.resunet.ResUNet method) (deepdraw.models.unet.UNet method) G GaussianBlur (class in deepdraw.data.transforms) get_intersection() (in module deepdraw.utils.measure) GroundTruthCrop (class in deepdraw.data.transforms) H h (deepdraw.data.transforms.Crop attribute) (deepdraw.data.transforms.SingleCrop attribute) has_checkpoint() (deepdraw.utils.checkpointer.Checkpointer method) HED (class in deepdraw.models.hed) hed() (in module deepdraw.models.hed) I i (deepdraw.data.transforms.Crop attribute) (deepdraw.data.transforms.SingleCrop attribute) icnr() (in module deepdraw.models.make_layers) ifnone() (in module deepdraw.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() (deepdraw.data.sample.SampleSet method) invert_mode1_image() (in module deepdraw.data.utils) J j (deepdraw.data.transforms.Crop attribute) (deepdraw.data.transforms.SingleCrop attribute) JSONDataset (class in deepdraw.data.dataset) K keys() (deepdraw.data.utils.SampleListDataset method) (deepdraw.data.utils.SSLDataset method) L LABEL_PATH binseg-compare command line option last_checkpoint() (deepdraw.utils.checkpointer.Checkpointer method) LastDecoderBlock (class in deepdraw.models.m2unet) LittleUNet (class in deepdraw.models.lwnet) LittleWNet (class in deepdraw.models.lwnet) load() (deepdraw.utils.checkpointer.Checkpointer method) load_pil_1() (in module deepdraw.data.loader) load_pil_raw_12bit_jsrt() (in module deepdraw.data.loader) load_pil_rgb() (in module deepdraw.data.loader) LOG binseg-train-analysis command line option loss_curve() (in module deepdraw.utils.plot) lunet() (in module deepdraw.models.lwnet) lwnet() (in module deepdraw.models.lwnet) M M2UNet (class in deepdraw.models.m2unet) m2unet() (in module deepdraw.models.m2unet) make_dataset() (in module deepdraw.configs.datasets.__init__) make_delayed() (in module deepdraw.data.loader) make_subset() (in module deepdraw.configs.datasets.__init__) MixJacLoss (class in deepdraw.models.losses) mobilenet_v2_for_segmentation() (in module deepdraw.models.backbones.mobilenetv2) MobileNetV24Segmentation (class in deepdraw.models.backbones.mobilenetv2) module deepdraw.configs.datasets.__init__ deepdraw.configs.datasets.chasedb1.covd deepdraw.configs.datasets.chasedb1.first_annotator deepdraw.configs.datasets.chasedb1.first_annotator_1024 deepdraw.configs.datasets.chasedb1.first_annotator_768 deepdraw.configs.datasets.chasedb1.mtest deepdraw.configs.datasets.chasedb1.second_annotator deepdraw.configs.datasets.chasedb1.xtest deepdraw.configs.datasets.csv deepdraw.configs.datasets.cxr8.default deepdraw.configs.datasets.cxr8.xtest deepdraw.configs.datasets.drhagis.default deepdraw.configs.datasets.drionsdb.expert1 deepdraw.configs.datasets.drionsdb.expert1_512 deepdraw.configs.datasets.drionsdb.expert1_768 deepdraw.configs.datasets.drionsdb.expert2 deepdraw.configs.datasets.drionsdb.expert2_512 deepdraw.configs.datasets.drionsdb.expert2_768 deepdraw.configs.datasets.drishtigs1.cup_all deepdraw.configs.datasets.drishtigs1.cup_all_512 deepdraw.configs.datasets.drishtigs1.cup_all_768 deepdraw.configs.datasets.drishtigs1.cup_any deepdraw.configs.datasets.drishtigs1.disc_all deepdraw.configs.datasets.drishtigs1.disc_all_512 deepdraw.configs.datasets.drishtigs1.disc_all_768 deepdraw.configs.datasets.drishtigs1.disc_any deepdraw.configs.datasets.drive.covd deepdraw.configs.datasets.drive.default deepdraw.configs.datasets.drive.default_1024 deepdraw.configs.datasets.drive.default_768 deepdraw.configs.datasets.drive.mtest deepdraw.configs.datasets.drive.second_annotator deepdraw.configs.datasets.drive.xtest deepdraw.configs.datasets.hrf.covd deepdraw.configs.datasets.hrf.default deepdraw.configs.datasets.hrf.default_1024 deepdraw.configs.datasets.hrf.default_768 deepdraw.configs.datasets.hrf.default_fullres deepdraw.configs.datasets.hrf.mtest deepdraw.configs.datasets.hrf.xtest deepdraw.configs.datasets.iostar.covd deepdraw.configs.datasets.iostar.optic_disc deepdraw.configs.datasets.iostar.optic_disc_512 deepdraw.configs.datasets.iostar.optic_disc_768 deepdraw.configs.datasets.iostar.vessel deepdraw.configs.datasets.iostar.vessel_768 deepdraw.configs.datasets.iostar.vessel_mtest deepdraw.configs.datasets.iostar.vessel_xtest deepdraw.configs.datasets.jsrt.default deepdraw.configs.datasets.jsrt.xtest deepdraw.configs.datasets.montgomery.default deepdraw.configs.datasets.montgomery.xtest deepdraw.configs.datasets.refuge.cup deepdraw.configs.datasets.refuge.cup_512 deepdraw.configs.datasets.refuge.cup_768 deepdraw.configs.datasets.refuge.disc deepdraw.configs.datasets.refuge.disc_512 deepdraw.configs.datasets.refuge.disc_768 deepdraw.configs.datasets.rimoner3.cup_exp1 deepdraw.configs.datasets.rimoner3.cup_exp1_512 deepdraw.configs.datasets.rimoner3.cup_exp1_768 deepdraw.configs.datasets.rimoner3.cup_exp2 deepdraw.configs.datasets.rimoner3.disc_exp1 deepdraw.configs.datasets.rimoner3.disc_exp1_512 deepdraw.configs.datasets.rimoner3.disc_exp1_768 deepdraw.configs.datasets.rimoner3.disc_exp2 deepdraw.configs.datasets.shenzhen.default deepdraw.configs.datasets.shenzhen.default_256 deepdraw.configs.datasets.shenzhen.xtest deepdraw.configs.datasets.stare.ah deepdraw.configs.datasets.stare.ah_1024 deepdraw.configs.datasets.stare.ah_768 deepdraw.configs.datasets.stare.covd deepdraw.configs.datasets.stare.mtest deepdraw.configs.datasets.stare.vk deepdraw.configs.datasets.stare.xtest deepdraw.configs.models.driu deepdraw.configs.models.driu_bn deepdraw.configs.models.driu_od deepdraw.configs.models.hed deepdraw.configs.models.lwnet deepdraw.configs.models.m2unet deepdraw.configs.models.resunet deepdraw.configs.models.unet deepdraw.data.chasedb1 deepdraw.data.cxr8 deepdraw.data.dataset deepdraw.data.drhagis deepdraw.data.drionsdb deepdraw.data.drishtigs1 deepdraw.data.drive deepdraw.data.hrf deepdraw.data.iostar deepdraw.data.jsrt deepdraw.data.loader deepdraw.data.montgomery deepdraw.data.refuge deepdraw.data.rimoner3 deepdraw.data.sample deepdraw.data.shenzhen deepdraw.data.stare deepdraw.data.transforms deepdraw.data.utils deepdraw.engine deepdraw.engine.adabound deepdraw.engine.evaluator deepdraw.engine.predictor deepdraw.engine.trainer deepdraw.models deepdraw.models.backbones deepdraw.models.backbones.mobilenetv2 deepdraw.models.backbones.resnet deepdraw.models.backbones.vgg deepdraw.models.driu deepdraw.models.driu_bn deepdraw.models.driu_od deepdraw.models.driu_pix deepdraw.models.hed deepdraw.models.losses deepdraw.models.lwnet deepdraw.models.m2unet deepdraw.models.make_layers deepdraw.models.normalizer deepdraw.models.resunet deepdraw.models.unet deepdraw.utils deepdraw.utils.checkpointer deepdraw.utils.measure deepdraw.utils.plot deepdraw.utils.summary deepdraw.utils.table MultiSoftJaccardBCELogitsLoss (class in deepdraw.models.losses) MultiWeightedBCELogitsLoss (class in deepdraw.models.losses) N NAME binseg-config-describe command line option O overlayed_image() (in module deepdraw.data.utils) P Pad (class in deepdraw.data.transforms) performance_table() (in module deepdraw.utils.table) PixelShuffle_ICNR (class in deepdraw.models.make_layers) precision_recall_f1iso() (in module deepdraw.utils.plot) R RANDOM_FLIP_JITTER (in module deepdraw.configs.datasets.__init__) RANDOM_ROTATION (in module deepdraw.configs.datasets.__init__) RandomHorizontalFlip (class in deepdraw.data.transforms) RandomRotation (class in deepdraw.data.transforms) RandomVerticalFlip (class in deepdraw.data.transforms) Resize (class in deepdraw.data.transforms) ResNet4Segmentation (class in deepdraw.models.backbones.resnet) resnet50_for_segmentation() (in module deepdraw.models.backbones.resnet) ResNet50_Weights (class in torchvision.models) ResUNet (class in deepdraw.models.resunet) resunet50() (in module deepdraw.models.resunet) run() (in module deepdraw.engine.evaluator) (in module deepdraw.engine.predictor) (in module deepdraw.engine.trainer) S Sample (class in deepdraw.data.sample) sample_measures_for_threshold() (in module deepdraw.engine.evaluator) SampleListDataset (class in deepdraw.data.utils) samples() (deepdraw.data.dataset.CSVDataset method) SampleSet (class in deepdraw.data.sample) save() (deepdraw.utils.checkpointer.Checkpointer method) save_model_summary() (in module deepdraw.engine.trainer) ShrinkIntoSquare (class in deepdraw.data.transforms) SingleAutoLevel16to8 (class in deepdraw.data.transforms) SingleCrop (class in deepdraw.data.transforms) SingleToRGB (class in deepdraw.data.transforms) SoftJaccardBCELogitsLoss (class in deepdraw.models.losses) SOURCE binseg-config-copy command line option SSLDataset (class in deepdraw.data.utils) static_information_to_csv() (in module deepdraw.engine.trainer) step() (deepdraw.engine.adabound.AdaBound method) (deepdraw.engine.adabound.AdaBoundW method) subsets() (deepdraw.data.dataset.CSVDataset method) (deepdraw.data.dataset.JSONDataset method) subtract_mode1_images() (in module deepdraw.data.utils) summary() (in module deepdraw.utils.summary) T torch_evaluation() (in module deepdraw.engine.trainer) TorchVisionNormalizer (class in deepdraw.models.normalizer) ToRGB (class in deepdraw.data.transforms) ToTensor (class in deepdraw.data.transforms) train_epoch() (in module deepdraw.engine.trainer) transforms (deepdraw.data.utils.SampleListDataset property) tricky_division() (in module deepdraw.utils.measure) TupleMixin (class in deepdraw.data.transforms) U UNet (class in deepdraw.models.unet) unet() (in module deepdraw.models.unet) UnetBlock (class in deepdraw.models.make_layers) UpConvBlock (class in deepdraw.models.lwnet) UpsampleBlock (class in deepdraw.models.lwnet) UpsampleCropBlock (class in deepdraw.models.make_layers) V validate_epoch() (in module deepdraw.engine.trainer) vgg16_bn_for_segmentation() (in module deepdraw.models.backbones.vgg) VGG16_BN_Weights (class in torchvision.models) vgg16_for_segmentation() (in module deepdraw.models.backbones.vgg) VGG16_Weights (class in torchvision.models) VGG4Segmentation (class in deepdraw.models.backbones.vgg) W w (deepdraw.data.transforms.Crop attribute) (deepdraw.data.transforms.SingleCrop attribute) WeightedBCELogitsLoss (class in deepdraw.models.losses) write_log_info() (in module deepdraw.engine.trainer)