🚀 Added

https://github.com/roboflow/supervision/assets/26109316/691e219c-0565-4403-9218-ab5644f39bce

• sv.BoxMaskAnnotator allowing to annotate images and videos with mox masks. (#422)
• sv.HaloAnnotator allowing to annotate images and videos with halo effect. (#433)

>>> import supervision as sv

>>> image = ...
>>> detections = sv.Detections(...)

>>> halo_annotator = sv.HaloAnnotator()
>>> annotated_frame = halo_annotator.annotate(
...     scene=image.copy(),
...     detections=detections
... )

• sv.HeatMapAnnotator allowing to annotate videos with heat maps. (#466)
• sv.DotAnnotator allowing to annotate images and videos with dots. (#492)
• sv.draw_image allowing to draw an image onto a given scene with specified opacity and dimensions. (#449)
• sv.FPSMonitor for monitoring frames per second (FPS) to benchmark latency. (#280)
• 🤗 Hugging Face Annotators space. (#454)

🌱 Changed

• sv.LineZone.trigger now return Tuple[np.ndarray, np.ndarray]. The first array indicates which detections have crossed the line from outside to inside. The second array indicates which detections have crossed the line from inside to outside. (#482)
• Annotator argument name from color_map: str to color_lookup: ColorLookup enum to increase type safety. (#465)
• sv.MaskAnnotator allowing 2x faster annotation. (#426)

🛠️ Fixed

• Poetry env definition allowing proper local installation. (#477)
• sv.ByteTrack to return np.array([], dtype=int) when svDetections is empty. (#430)
• YOLONAS detection missing predication part added & fixed (#416)
• SAM detection at Demo Notebook MaskAnnotator(color_map="index") color_map set to index (#416)

🗑️ Deleted

Warning Deleted sv.Detections.from_yolov8 and sv.Classifications.from_yolov8 as those are now replaced by sv.Detections.from_ultralytics and sv.Classifications.from_ultralytics. (#438)

🏆 Contributors

@hardikdava (Hardik Dava), @onuralpszr (Onuralp SEZER), @kapter, @keshav278 (Keshav Subramanian), @akashpambhar (Akash Pambhar), @AntonioConsiglio (Antonio Consiglio), @ashishdatta, @mario-dg (Mario da Graca), @ jayaBalaR (JAYABALAMBIKA.R), @abhishek7kalra (Abhishek Kalra), @PankajKrana (Pankaj Kumar Rana), @capjamesg (James Gallagher), @SkalskiP (Piotr Skalski)