supervision-0.17.0

[SkalskiP]

🚀 Added

• sv.PixelateAnnotator allowing to pixelate objects on images and videos. (#633)

• sv.TriangleAnnotator allowing to annotate images and videos with triangle markers. (#652)

• sv.PolygonAnnotator allowing to annotate images and videos with segmentation mask outline. (#602)

  >>> import supervision as sv
  
  >>> image = ...
  >>> detections = sv.Detections(...)
  
  >>> polygon_annotator = sv.PolygonAnnotator()
  >>> annotated_frame = polygon_annotator.annotate(
  ...     scene=image.copy(),
  ...     detections=detections
  ... )

walking-polygon-optimized.mp4

• sv.assets allowing download of video files that you can use in your demos. (#476)

  >>> from supervision.assets import download_assets, VideoAssets
  >>> download_assets(VideoAssets.VEHICLES)
  "vehicles.mp4"

• Position.CENTER_OF_MASS allowing to place labels in center of mass of segmentation masks. (#605)

• sv.scale_boxes allowing to scale sv.Detections.xyxy values. (#651)

• sv.calculate_dynamic_text_scale and sv.calculate_dynamic_line_thickness allowing text scale and line thickness to match image resolution. (#637)

• sv.Color.as_hex allowing to extract color value in HEX format. (#620)

• sv.Classifications.from_timm allowing to load classification result from timm models. (#572)

• sv.Classifications.from_clip allowing to load classification result from clip model. (#478)

• sv.Detections.from_azure_analyze_image allowing to load detection results from Azure Image Analysis. (#571)

🌱 Changed

• sv.BoxMaskAnnotator renaming it to sv.ColorAnnotator. (#646)

• sv.MaskAnnotator to make it 5x faster. (#606)

🛠️ Fixed

• sv.DetectionDataset.from_yolo to ignore empty lines in annotation files. (#584)

• sv.BlurAnnotator to trim negative coordinates before bluring detections. (#555)

• sv.TraceAnnotator to respect trace position. (#511)

🏆 Contributors

@onuralpszr (Onuralp SEZER), @hugoles (Hugo Dutra), @karanjakhar (Karan Jakhar), @kim-jeonghyun (Jeonghyun Kim), @fdloopes (
Felipe Lopes), @abhishek7kalra (Abhishek Kalra), @SummitStudiosDev, @xenteros @capjamesg (James Gallagher), @SkalskiP (Piotr Skalski)

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This discussion was created from the release supervision-0.17.0.