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Optimize Docs images (#15900)

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Signed-off-by: UltralyticsAssistant <web@ultralytics.com>
Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
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Muhammad Rizwan Munawar 2024-08-30 05:52:10 +05:00 • committed by GitHub
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10
docs/en/guides/isolating-segmentation-objects.md
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@ -9,7 +9,7 @@ keywords: Ultralytics, segmentation, object isolation, Predict Mode, YOLOv8, mac
After performing the [Segment Task](../tasks/segment.md), it's sometimes desirable to extract the isolated objects from the inference results. This guide provides a generic recipe on how to accomplish this using the Ultralytics [Predict Mode](../modes/predict.md).
<p align="center">
<img src="https://github.com/ultralytics/ultralytics/assets/62214284/1787d76b-ad5f-43f9-a39c-d45c9157f38a" alt="Example Isolated Object Segmentation">
<img src="https://github.com/ultralytics/docs/releases/download/0/isolated-object-segmentation.avif" alt="Example Isolated Object Segmentation">
</p>
## Recipe Walk Through
@ -162,7 +162,7 @@ After performing the [Segment Task](../tasks/segment.md), it's sometimes desirab
There are no additional steps required if keeping full size image.
<figure markdown>
![Example Full size Isolated Object Image Black Background](https://github.com/ultralytics/ultralytics/assets/62214284/845c00d0-52a6-4b1e-8010-4ba73e011b99){ width=240 }
![Example Full size Isolated Object Image Black Background](https://github.com/ultralytics/docs/releases/download/0/full-size-isolated-object-black-background.avif){ width=240 }
<figcaption>Example full-size output</figcaption>
</figure>
@ -170,7 +170,7 @@ After performing the [Segment Task](../tasks/segment.md), it's sometimes desirab
Additional steps required to crop image to only include object region.
![Example Crop Isolated Object Image Black Background](https://github.com/ultralytics/ultralytics/assets/62214284/103dbf90-c169-4f77-b791-76cdf09c6f22){ align="right" }
![Example Crop Isolated Object Image Black Background](https://github.com/ultralytics/docs/releases/download/0/example-crop-isolated-object-image-black-background.avif){ align="right" }
```{ .py .annotate }
# (1) Bounding box coordinates
x1, y1, x2, y2 = c.boxes.xyxy.cpu().numpy().squeeze().astype(np.int32)
@ -208,7 +208,7 @@ After performing the [Segment Task](../tasks/segment.md), it's sometimes desirab
There are no additional steps required if keeping full size image.
<figure markdown>
![Example Full size Isolated Object Image No Background](https://github.com/ultralytics/ultralytics/assets/62214284/b1043ee0-369a-4019-941a-9447a9771042){ width=240 }
![Example Full size Isolated Object Image No Background](https://github.com/ultralytics/docs/releases/download/0/example-full-size-isolated-object-image-no-background.avif){ width=240 }
<figcaption>Example full-size output + transparent background</figcaption>
</figure>
@ -216,7 +216,7 @@ After performing the [Segment Task](../tasks/segment.md), it's sometimes desirab
Additional steps required to crop image to only include object region.
![Example Crop Isolated Object Image No Background](https://github.com/ultralytics/ultralytics/assets/62214284/5910244f-d1e1-44af-af7f-6dea4c688da8){ align="right" }
![Example Crop Isolated Object Image No Background](https://github.com/ultralytics/docs/releases/download/0/example-crop-isolated-object-image-no-background.avif){ align="right" }
```{ .py .annotate }
# (1) Bounding box coordinates
x1, y1, x2, y2 = c.boxes.xyxy.cpu().numpy().squeeze().astype(np.int32)