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Core Concepts

Detections Converters Filters

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Converters

Conversion utilities to transform detection outputs from various machine learning frameworks (Detectron2, Ultralytics YOLO, Datamarkin API, Transformers) into PixelFlow’s unified Detections format. This module enables seamless integration with different ML backends while maintaining consistent data structures for downstream processing, visualization, and analysis workflows.

Conversation functions

  • from_datamarkin() - Convert Datamarkin API response to a unified Detections object.
  • from_detectron2() - Convert Detectron2 inference results to a unified Detections object.
  • from_ultralytics() - Convert Ultralytics YOLO results to a unified Detections object.
  • from_transformers() - Convert Transformers library results to a unified Detections object.