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maite 0.9.5 documentation

  • Tutorials
  • How-To Guides
  • Explanation
  • Reference
  • Changelog
  • GitHub
  • PyPI
  • Anaconda
  • Tutorials
  • How-To Guides
  • Explanation
  • Reference
  • Changelog
  • GitHub
  • PyPI
  • Anaconda

Section Navigation

  • protocols (by AI problem)
    • image classification
      • InputType
      • TargetType
      • DatumMetadataType
      • Image
      • ImgClassification
      • DatumMetadata
      • Augmentation
      • DataLoader
      • Dataset
      • FieldwiseDataset
      • Metric
      • Model
    • object detection
      • InputType
      • TargetType
      • DatumMetadataType
      • Image
      • ObjectDetectionTarget
      • DatumMetadata
      • Augmentation
      • DataLoader
      • Dataset
      • FieldwiseDataset
      • Metric
      • Model
    • multiobject tracking
      • InputType
      • TargetType
      • DatumMetadataType
      • VideoStream
      • MultiobjectTrackingTarget
      • DatumMetadata
      • SingleFrameObjectTrackingTarget
      • VideoFrame
      • Augmentation
      • DataLoader
      • Dataset
      • FieldwiseDataset
      • Metric
      • Model
    • generic
      • ArrayLike
      • DatumMetadata
      • Augmentation
      • DataLoader
      • Dataset
      • Metric
      • Model
  • tasks
    • evaluate
    • predict
    • evaluate_from_predictions
    • augment_dataloader
  • interop
    • TMClassificationMetric
    • TMDetectionMetric
    • YoloObjectDetector
  • Reference
  • interop

interop#

The maite.interop subpackage contains wrappers that transform popular artifacts from open-source AI/ML libraries into MAITE components.

interop.metrics.torchmetrics.TMClassificationMetric(metric)

MAITE-compliant Wrapper for TorchMetrics Classification Metrics.

interop.metrics.torchmetrics.TMDetectionMetric(metric)

MAITE-compliant Wrapper for Torchmetrics Detection Metrics.

interop.models.yolo.YoloObjectDetector(...)

MAITE-wrapped object detection YOLO model.

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augment_dataloader

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TMClassificationMetric

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