NVIDIA Clara Train 4.1
1.0

medl.tools.mmar_converter.tf_mappers package

class ClassificationFastCropByPosNegRatioMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class CropByPosNegRatioLabelOnlyMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class CropByPosNegRatioMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class CropFixedSizeRandomCenterMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class CropForegroundObjectMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class CropRandomSizeWithDisplacementMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class CropSubVolumeCenterMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class FastCropByPosNegRatioMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class FastPosNegRatioCropROIMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class PadSymmetricMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class SymmetricPadderDivMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class ClassificationImagePipelineMapper

Bases: medl.tools.mmar_converter.tf_mappers.image_pipeline_mappers.SegmentationImagePipelineMapper

class ClassificationImagePipelineWithCacheMapper

Bases: medl.tools.mmar_converter.tf_mappers.image_pipeline_mappers.SegmentationImagePipelineWithCacheMapper

class ClassificationKerasImagePipelineMapper

Bases: medl.tools.mmar_converter.tf_mappers.image_pipeline_mappers.ClassificationImagePipelineMapper

class ClassificationKerasImagePipelineWithCacheMapper

Bases: medl.tools.mmar_converter.tf_mappers.image_pipeline_mappers.ClassificationKerasImagePipelineMapper, medl.tools.mmar_converter.tf_mappers.image_pipeline_mappers.ClassificationImagePipelineWithCacheMapper

class ImagePipelineMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class ImagePipelineWithCacheMapper

Bases: medl.tools.mmar_converter.tf_mappers.image_pipeline_mappers.ImagePipelineMapper

class KerasImagePipelineMapper

Bases: medl.tools.mmar_converter.tf_mappers.image_pipeline_mappers.ImagePipelineMapper

class KerasImagePipelineWithCacheMapper

Bases: medl.tools.mmar_converter.tf_mappers.image_pipeline_mappers.ImagePipelineWithCacheMapper

class SegmentationImagePipelineMapper

Bases: medl.tools.mmar_converter.tf_mappers.image_pipeline_mappers.ImagePipelineMapper

class SegmentationImagePipelineWithCacheMapper

Bases: medl.tools.mmar_converter.tf_mappers.image_pipeline_mappers.SegmentationImagePipelineMapper, medl.tools.mmar_converter.tf_mappers.image_pipeline_mappers.ImagePipelineWithCacheMapper

class SegmentationKerasImagePipelineMapper

Bases: medl.tools.mmar_converter.tf_mappers.image_pipeline_mappers.SegmentationImagePipelineMapper

class SegmentationKerasImagePipelineWithCacheMapper

Bases: medl.tools.mmar_converter.tf_mappers.image_pipeline_mappers.SegmentationImagePipelineWithCacheMapper

class CatchAllMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

is_supported_node(node: Dict) → bool
class ContextKeys

Bases: object

ACTIVATION_LAYER = 'activation_layer'
ARGMAX_MODEL_OUTPUT = 'argmax_model_output'
CONVERT_WARNING = 'convert_warning'
DO_LR_SCHEDULE = 'do_lr_schedule'
DO_VALIDATION = 'do_validation'
ENSURED_CHANNEL_FIRST = 'ensured_channel_first'
LABEL_SPLIT_CHANNELS = 'label_split_channels'
LABEL_SPLIT_CHANNELS_POSTFIX = 'label_split_channels_postfix'
LOGIT_THRESH_OUTPUT = 'logit_thresh_output'
METRICS_REPORT_PATH = 'metrics_report_path'
MODEL_INPUT_CHANNELS = 'model_input_channels'
MODEL_OUTPUT_CLASSES = 'model_output_classes'
NUM_EPOCHS = 'num_epochs'
ONE_HOT_TARGET = 'one_hot_target'
PRED_SPLIT_CHANNELS = 'pred_split_channels'
PRED_SPLIT_CHANNELS_POSTFIX = 'pred_split_channels_postfix'
SMART_CACHE_ENABLED = 'smart_cache_enabled'
SPLIT_CHANNELS = 'split_channels'
SPLIT_CHANNELS_POSTFIX = 'split_channels_postfix'
TRAIN_COMPUTE_METRICS = 'train_compute_metrics'
TRAIN_DO_STATS_PRINT = 'train_do_stats_print'
TRAIN_DO_TENSORBOARD = 'train_do_tensorboard'
VAL_COMPUTE_METRICS = 'val_compute_metrics'
VAL_DO_STATS_PRINT = 'val_do_stats_print'
VAL_DO_TENSORBOARD = 'val_do_tensorboard'
class TFMapper(node_name: str, target_name: Union[str, List[str]])

Bases: abc.ABC

is_supported_node(node: Dict) → bool
class AddExtremePointsChannelMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class CastToTypeMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class ConvertToChannelsFirstMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class ConvertToChannelsLastMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class ConvertToMultiChannelBasedOnBratsClassesMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class ConvertToMultiChannelBasedOnLabelMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class MergeBatchDimsMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class PrintOutputObjectInfoMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class RemoveDataFieldsMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class RepeatChannelMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class ReplaceLabelsMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

class SplitBasedOnBratsClassesMapper

Bases: medl.tools.mmar_converter.tf_mappers.tf_mapper.TFMapper

© Copyright 2021, NVIDIA. Last updated on Feb 2, 2023.