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SkalskiP committed 2023-08-07 22:50:57 +02:00
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### 0.13.0 <small>August 8, 2023</small>
## 🚀 Added
- Support for mean average precision (mAP) for object detection models with [`sv.MeanAveragePrecision`](https://roboflow.github.io/supervision/metrics/detection/#meanaverageprecision). ([#236](https://github.com/roboflow/supervision/pull/236))
- Added [#236](https://github.com/roboflow/supervision/pull/236): support for mean average precision (mAP) for object detection models with [`sv.MeanAveragePrecision`](https://roboflow.github.io/supervision/metrics/detection/#meanaverageprecision).
```python
>>> import supervision as sv
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0.433
```
- Support for `ByteTrack` for object tracking with [`sv.ByteTrack`](https://roboflow.github.io/supervision/tracker/core/#bytetrack). ([#256](https://github.com/roboflow/supervision/pull/256))
- Added [#256](https://github.com/roboflow/supervision/pull/256): support for ByteTrack for object tracking with [`sv.ByteTrack`](https://roboflow.github.io/supervision/tracker/core/#bytetrack).
```python
>>> import supervision as sv
>>> from ultralytics import YOLO
- Added [#222](https://github.com/roboflow/supervision/pull/222): [`sv.Detections.from_ultralytics`](https://roboflow.github.io/supervision/detection/core/#supervision.detection.core.Detections.from_ultralytics) to enable seamless integration with [Ultralytics](https://github.com/ultralytics/ultralytics) framework. This will enable you to use `supervision` with all [models](https://docs.ultralytics.com/models/) that Ultralytics supports.
>>> model = YOLO(...)
>>> byte_tracker = sv.ByteTrack()
>>> annotator = sv.BoxAnnotator()
!!! warning
>>> def callback(frame: np.ndarray, index: int) -> np.ndarray:
... results = model(frame)[0]
... detections = sv.Detections.from_yolov8(results)
... detections = byte_tracker.update_from_detections(detections=detections)
... labels = [
... f"#{tracker_id} {model.model.names[class_id]} {confidence:0.2f}"
... for _, _, confidence, class_id, tracker_id
... in detections
... ]
... return annotator.annotate(scene=frame.copy(), detections=detections, labels=labels)
[`sv.Detections.from_yolov8`](https://roboflow.github.io/supervision/detection/core/#supervision.detection.core.Detections.from_yolov8) is now deprecated and will be removed with `supervision-0.15.0` release.
>>> sv.process_video(
... source_path='...',
... target_path='...',
... callback=callback
... )
```
- Added [#191](https://github.com/roboflow/supervision/pull/191): [`sv.Detections.from_paddledet`](https://roboflow.github.io/supervision/detection/core/#supervision.detection.core.Detections.from_paddledet) to enable seamless integration with [PaddleDetection](https://github.com/PaddlePaddle/PaddleDetection) framework.
- [`sv.Detections.from_ultralytics`](https://roboflow.github.io/supervision/detection/core/#supervision.detection.core.Detections.from_ultralytics) to enable seamless integration with [Ultralytics](https://github.com/ultralytics/ultralytics) framework. This will enable you to use `supervision` with all [models](https://docs.ultralytics.com/models/) that Ultralytics supports. ([#222](https://github.com/roboflow/supervision/pull/222))
> **Warning**
> [`sv.Detections.from_yolov8`](https://roboflow.github.io/supervision/detection/core/#supervision.detection.core.Detections.from_yolov8) is now deprecated and will be removed with `supervision-0.15.0` release.
- [`sv.Detections.from_paddledet`](https://roboflow.github.io/supervision/detection/core/#supervision.detection.core.Detections.from_paddledet) to enable seamless integration with [PaddleDetection](https://github.com/PaddlePaddle/PaddleDetection) framework. ([#191](https://github.com/roboflow/supervision/pull/191))
- Support for loading PASCAL VOC segmentation datasets with [`sv.DetectionDataset.`](https://roboflow.github.io/supervision/dataset/core/#supervision.dataset.core.DetectionDataset.from_pascal_voc). ([#245](https://github.com/roboflow/supervision/pull/245))
## 🏆 Contributors
@hardikdava (Hardik Dava), @kirilllzaitsev (Kirill Zaitsev), @onuralpszr (Onuralp SEZER), @dbroboflow (Dervis Basbabasi), @mayankagarwals (Mayank Agarwal), @danigarciaoca (Daniel M. García-Ocaña), @capjamesg (James Gallagher), @SkalskiP (Piotr Skalski)
- Added [#245](https://github.com/roboflow/supervision/pull/245): support for loading PASCAL VOC segmentation datasets with [`sv.DetectionDataset.`](https://roboflow.github.io/supervision/dataset/core/#supervision.dataset.core.DetectionDataset.from_pascal_voc).
### 0.12.0 <small>July 24, 2023</small>