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@@ -15,7 +15,7 @@ results = model.infer(image)[0]
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detections = sv.Detections.from_inference(results)
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icon_paths = []
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for class_name in detections.data["class_names"]:
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for class_name in detections.data["class_name"]:
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if class_name == "dog":
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icon_paths.append(icon_dog)
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elif class_name == "cat":
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@@ -31,7 +31,7 @@ annotated_frame = icon_annotator.annotate(
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)
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```
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- Added [#1385](https://github.com/roboflow/supervision/pull/1385): `BackgroundColorAnnotator`, that draws an overlay on the background images of the detections.
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- Added [#1385](https://github.com/roboflow/supervision/pull/1385): [`BackgroundColorAnnotator`](https://supervision.roboflow.com/latest/detection/annotators/#supervision.annotators.core.BackgroundColorAnnotator), that draws an overlay on the background images of the detections.
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```python
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import supervision as sv
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@@ -50,7 +50,7 @@ annotated_frame = background_overlay_annotator.annotate(
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)
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```
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- Added [#1386](https://github.com/roboflow/supervision/pull/1386): Support for Transformers v5 functions in `sv.Detections.from_transformers`. This includes the `DetrImageProcessor` methods `post_process_object_detection`, `post_process_panoptic_segmentation`, `post_process_semantic_segmentation`, and `post_process_instance_segmentation`.
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- Added [#1386](https://github.com/roboflow/supervision/pull/1386): Support for Transformers v5 functions in [`sv.Detections.from_transformers`](https://supervision.roboflow.com/latest/detection/core/#supervision.detection.core.Detections.from_transformers). This includes the `DetrImageProcessor` methods `post_process_object_detection`, `post_process_panoptic_segmentation`, `post_process_semantic_segmentation`, and `post_process_instance_segmentation`.
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```python
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import torch
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@@ -76,7 +76,7 @@ detections = sv.Detections.from_transformers(
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id2label=model.config.id2label)
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```
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- Added [#1354](https://github.com/roboflow/supervision/pull/1354): Ultralytics SAM (Segment Anything Model) support in `sv.Detections.from_ultralytics`. SAM2 was released during this update, and is already supported via `sv.Detections.from_sam`.
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- Added [#1354](https://github.com/roboflow/supervision/pull/1354): Ultralytics SAM (Segment Anything Model) support in [`sv.Detections.from_ultralytics`](https://supervision.roboflow.com/latest/detection/core/#supervision.detection.core.Detections.from_ultralytics). [SAM2](https://sam2.metademolab.com/) was released during this update, and is already supported via [`sv.Detections.from_sam`](https://supervision.roboflow.com/latest/detection/core/#supervision.detection.core.Detections.from_sam).
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```python
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import supervision as sv
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@@ -92,15 +92,15 @@ sam_result = mask_generator.generate(IMAGE)
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detections = sv.Detections.from_sam(sam_result=sam_result)
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```
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- Added [#1458](https://github.com/roboflow/supervision/pull/1458): `outline_color` options for `TriangleAnnotator` and `DotAnnotator`.
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- Added [#1458](https://github.com/roboflow/supervision/pull/1458): `outline_color` options for [`TriangleAnnotator`](https://supervision.roboflow.com/latest/detection/annotators/#supervision.annotators.core.TriangleAnnotator) and [`DotAnnotator`](https://supervision.roboflow.com/latest/detection/annotators/#supervision.annotators.core.DotAnnotator).
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- Added [#1409](https://github.com/roboflow/supervision/pull/1409): `text_color` option for `VertexLabelAnnotator` keypoint annotator.
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- Added [#1409](https://github.com/roboflow/supervision/pull/1409): `text_color` option for [`VertexLabelAnnotator`](https://supervision.roboflow.com/latest/keypoint/annotators/#supervision.keypoint.annotators.VertexLabelAnnotator) keypoint annotator.
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- Changed [#1434](https://github.com/roboflow/supervision/pull/1434): `InferenceSlicer` now features an `overlap_ratio_wh` parameter, making it easier to compute slice sizes when handling overlapping slices.
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- Changed [#1434](https://github.com/roboflow/supervision/pull/1434): [`InferenceSlicer`](https://supervision.roboflow.com/latest/detection/tools/inference_slicer/) now features an `overlap_ratio_wh` parameter, making it easier to compute slice sizes when handling overlapping slices.
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- Fix [#1448](https://github.com/roboflow/supervision/pull/1448): Various annotator type issues have been resolved, supporting expanded error handling.
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- Fix [#1348](https://github.com/roboflow/supervision/pull/1348): Introduced a new method for seeking to a specific video frame, addressing cases where traditional seek methods were failing. It can be enabled with `iterative_seek=True`.
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- Fix [#1348](https://github.com/roboflow/supervision/pull/1348): Introduced a new method for [seeking to a specific video frame](https://supervision.roboflow.com/latest/utils/video/#supervision.utils.video.get_video_frames_generator), addressing cases where traditional seek methods were failing. It can be enabled with `iterative_seek=True`.
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```python
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import supervision as sv
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@@ -1,6 +1,5 @@
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---
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comments: true
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status: new
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---
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# Datasets
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+4
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@@ -9,12 +9,12 @@ These features are phased out due to better alternatives or potential issues in
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- The `frame_resolution_wh ` parameter in [`sv.PolygonZone`](detection/tools/polygon_zone.md/#supervision.detection.tools.polygon_zone.PolygonZone) will be removed in `supervision-0.24.0`.
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- Constructing `DetectionDataset` and `ClassificationDataset` with parameter `images` as `Dict[str, np.ndarray]` will be removed in `supervision-0.26.0`. Please pass a list of paths `List[str]` instead.
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- Constructing [`DetectionDataset`](https://supervision.roboflow.com/latest/datasets/core/#supervision.dataset.core.DetectionDataset) and [`ClassificationDataset`](https://supervision.roboflow.com/latest/datasets/core/#supervision.dataset.core.ClassificationDataset) with parameter `images` as `Dict[str, np.ndarray]` will be removed in `supervision-0.26.0`. Please pass a list of paths `List[str]` instead.
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- The `DetectionDataset.images` property will be removed in `supervision-0.26.0`. Please loop over images with `for path, image, annotation in dataset:`, as that does not require loading all images into memory.
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- `BoundingBoxAnnotator` has been renamed to `BoxAnnotator` after the old implementation of `BoxAnnotator` has been removed. `BoundingBoxAnnotator` will be removed in `supervision-0.26.0`.
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- `BoundingBoxAnnotator` has been renamed to `BoxAnnotator` after the old implementation of [`BoxAnnotator`](https://supervision.roboflow.com/latest/detection/annotators/#supervision.annotators.core.BoxAnnotator) has been removed. `BoundingBoxAnnotator` will be removed in `supervision-0.26.0`.
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- `overlap_filter_strategy` in `InferenceSlicer.__init__` is deprecated and will be removed in `supervision-0.27.0`. Use `overlap_strategy` instead.
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- `overlap_ratio_wh` in `InferenceSlicer.__init__` is deprecated and will be removed in `supervision-0.27.0`. Use `overlap_wh` instead.
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- `overlap_filter_strategy` in [`InferenceSlicer.__init__`](https://supervision.roboflow.com/latest/detection/tools/inference_slicer/) is deprecated and will be removed in `supervision-0.27.0`. Use `overlap_strategy` instead.
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- `overlap_ratio_wh` in [`InferenceSlicer.__init__`](https://supervision.roboflow.com/latest/detection/tools/inference_slicer/) is deprecated and will be removed in `supervision-0.27.0`. Use `overlap_wh` instead.
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# Removed
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@@ -1,5 +1,6 @@
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---
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comments: true
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status: new
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---
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# InferenceSlicer
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@@ -1,6 +1,5 @@
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---
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comments: true
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status: new
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---
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# Detection Utils
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@@ -1,6 +1,5 @@
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---
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comments: true
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status: new
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---
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With Supervision, you can load and manipulate classification, object detection, and
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@@ -1,5 +1,6 @@
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---
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comments: true
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status: new
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---
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# Annotators
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@@ -1,6 +1,5 @@
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---
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comments: true
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status: new
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---
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# Keypoint Detection
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@@ -1,6 +1,5 @@
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---
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comments: true
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status: new
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---
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# File Utils
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@@ -1,5 +1,6 @@
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---
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comments: true
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status: new
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---
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# Image Utils
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@@ -1,5 +1,6 @@
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---
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comments: true
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status: new
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---
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# Video Utils
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