API

• Callbacks
  • SequentialFinetuning
    • SequentialFinetuning
  • Loggers
    • BaseImageLogger
    • ClassificationImageLogger
    • SegmentationImageLogger
    • DetectionImageLogger
    • GANImageLogger
  • Mixers
    • Mixup
    • Cutmix
    • Mosaic
  • Predictors
    • BaseImageTestTimeAugmentation
    • ClassificationImageTestTimeAugmentation
• Datasets
  • PathBaseDataset
    • PathBaseDataset.image_prefix
    • PathBaseDataset.path_transform
    • PathBaseDataset.transform
    • PathBaseDataset.__len__()
    • PathBaseDataset.__getitem__()
    • PathBaseDataset.idx
    • PathBaseDataset._read_image()
    • PathBaseDataset.image_id
    • PathBaseDataset.image_prefix
    • PathBaseDataset.image_read_kwargs
  • Classification
    • CSVDatasetClassification
    • DirDatasetClassification
  • Segmentation
    • CSVDatasetSegmentation
  • Detection
    • CSVDatasetDetection
• Learners
  • ClassificationLearner
    • ClassificationLearner
  • RecognitionLearner
    • RecognitionLearner
  • SegmentationLearner
    • SegmentationLearner
  • DetectionLearner
    • DetectionLearner
  • GANLearner
    • GANLearner
  • BaseLearner
    • BaseLearner.model
    • BaseLearner.loss
    • BaseLearner.optimizer
    • BaseLearner.lr_scheduler
    • BaseLearner.train_metrics
    • BaseLearner.val_metrics
    • BaseLearner.test_metrics
    • BaseLearner.data_keys
    • BaseLearner.target_keys
    • BaseLearner.get_outputs()
    • BaseLearner.batch
    • BaseLearner.get_targets()
    • BaseLearner.batch
    • BaseLearner.loss_step()
    • BaseLearner.outputs
    • BaseLearner.targets
    • BaseLearner.on_test_epoch_end()
    • BaseLearner.on_train_epoch_end()
    • BaseLearner.on_validation_epoch_end()
• Losses
  • Segmentation Losses
    • DiceLoss
• Lr schedulers
  • WrapperScheduler
    • WrapperScheduler.scheduler_class
    • WrapperScheduler.__call__()
    • WrapperScheduler.optimizer
• Metrics
  • Classification metrics
    • SearchAccuracy
    • SearchMAP
  • Segmentation metrics
    • Pixel level metrics
  • Detection metrics
    • MAP
    • BaseDetectionMetric
    • FBetaDetection
  • MetricsList
    • MetricsList.clone()
  • TorchMetric
    • TorchMetric.metric
    • TorchMetric.class_names
• Optimizers
  • WrapperOptimizer
    • WrapperOptimizer.optimizer_cls
    • WrapperOptimizer.kwargs
    • WrapperOptimizer.__call__()
    • WrapperOptimizer.params