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iwatkot committed Nov 5, 2024
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<a href="#Related-apps">Related apps</a>
</p>

[![](https://img.shields.io/badge/supervisely-ecosystem-brightgreen)](https://ecosystem.supervise.ly/apps/supervisely-ecosystem/export-to-yolov8)
[![](https://img.shields.io/badge/slack-chat-green.svg?logo=slack)](https://supervise.ly/slack)
[![](https://img.shields.io/badge/supervisely-ecosystem-brightgreen)](https://ecosystem.supervisely.com/apps/supervisely-ecosystem/export-to-yolov8)
[![](https://img.shields.io/badge/slack-chat-green.svg?logo=slack)](https://supervisely.com/slack)
![GitHub release (latest SemVer)](https://img.shields.io/github/v/release/supervisely-ecosystem/export-to-yolov8)
[![views](https://app.supervise.ly/img/badges/views/supervisely-ecosystem/export-to-yolov8.png)](https://supervise.ly)
[![runs](https://app.supervise.ly/img/badges/runs/supervisely-ecosystem/export-to-yolov8.png)](https://supervise.ly)
[![views](https://app.supervisely.com/img/badges/views/supervisely-ecosystem/export-to-yolov8.png)](https://supervisely.com)
[![runs](https://app.supervisely.com/img/badges/runs/supervisely-ecosystem/export-to-yolov8.png)](https://supervisely.com)

</div>

# Overview

This application is designed specifically for instance segmentation and pose estimation tasks.

It transforms datasets from the [Supervisely format](https://docs.supervise.ly/data-organization/00_ann_format_navi) to the YOLOv8 **segmentation format** or **pose estimation format**.
It transforms datasets from the [Supervisely format](https://docs.supervisely.com/data-organization/00_ann_format_navi) to the YOLOv8 **segmentation format** or **pose estimation format**.
By using this application, you can effortlessly convert your dataset and download as `tar` archive.

**Changelog**:
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**Detection**:

- To convert Supervisely project to YOLOv8 format for object detection tasks, you can use the [Convert Supervisely to YOLO v5 format ](https://ecosystem.supervise.ly/apps/convert-supervisely-to-yolov5-format) app.
- To convert Supervisely project to YOLOv8 format for object detection tasks, you can use the [Convert Supervisely to YOLO v5 format ](https://ecosystem.supervisely.com/apps/convert-supervisely-to-yolov5-format) app.

<img data-key="sly-module-link" data-module-slug="supervisely-ecosystem/convert-supervisely-to-yolov5-format" src="https://github.com/supervisely-ecosystem/export-to-yolov8/releases/download/untagged-6331ae231a8468233aab/yolo_det.jpg" height="70px" margin-bottom="20px"/>

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Supervisely project has to contain only classes with shape `Polygon`, `Bitmap`, `AlphaMask` for segmentation tasks or `Graph` for pose estimation tasks.
If your project has classes with other shapes, labels with other types of shapes will be skipped. We recommend you to use `Convert Class Shape` app to convert class shapes (supported for segmentation tasks only).

- The [Convert Class Shape](https://ecosystem.supervise.ly/apps/convert-class-shape) app allows to convert labels to different class shapes.
- The [Convert Class Shape](https://ecosystem.supervisely.com/apps/convert-class-shape) app allows to convert labels to different class shapes.

<img data-key="sly-module-link" data-module-slug="supervisely-ecosystem/convert-class-shape" src="https://user-images.githubusercontent.com/115161827/235643553-d5dd001e-22ef-4e74-a303-b7cfd251b7fd.png" height="70px" margin-bottom="20px"/>

In addition, YOLOv8 format implies the presence of train/val datasets. Thus, to split images on training and validation datasets you should assign corresponding tags (`train` or `val`) to images. If image doesn't have such tags, it will be treated as `train`. We recommend to use app `Assign train/val tags to images`.

- [Assign train/val tags to images](https://ecosystem.supervise.ly/apps/tag-train-val-test) - app allows to assign train/val tags to images.
- [Assign train/val tags to images](https://ecosystem.supervisely.com/apps/tag-train-val-test) - app allows to assign train/val tags to images.

<img data-key="sly-module-link" data-module-slug="supervisely-ecosystem/tag-train-val-test" src="https://user-images.githubusercontent.com/115161827/235643549-d0f4ea23-c75e-46f2-8767-3d786eb79207.png" height="70px" margin-bottom="20px"/>

# How to Run
1. Add app to your team from [Ecosystem](https://ecosystem.supervise.ly/apps/export-to-yolov8) if it is not there.
1. Add app to your team from [Ecosystem](https://ecosystem.supervisely.com/apps/export-to-yolov8) if it is not there.

2. Open context menu of project -> `Download as` -> `Export to YOLO v8 format`
<img src="https://user-images.githubusercontent.com/115161827/235641219-43f67765-99ff-4ece-803b-3cbbb07011c4.png" />
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# Related apps
- [Train YOLOv8](https://ecosystem.supervise.ly/apps/supervisely-ecosystem/yolov8/train) - app allows to create custom YOLOv8 weights through training process.
- [Train YOLOv8](https://ecosystem.supervisely.com/apps/supervisely-ecosystem/yolov8/train) - app allows to create custom YOLOv8 weights through training process.
<img data-key="sly-module-link" data-module-slug="supervisely-ecosystem/yolov8/train" src="https://github.com/supervisely-ecosystem/yolov8/assets/115161827/82348f9a-38fc-4736-885c-d6786e37a218" height="70px" margin-bottom="20px"/>
- [Serve YOLOv8](https://ecosystem.supervise.ly/apps/yolov8/serve) - app allows to deploy YOLOv8 model as REST API service.
- [Serve YOLOv8](https://ecosystem.supervisely.com/apps/yolov8/serve) - app allows to deploy YOLOv8 model as REST API service.
<img data-key="sly-module-link" data-module-slug="supervisely-ecosystem/yolov8/serve" src="https://github.com/supervisely-ecosystem/yolov8/assets/115161827/721f5344-013c-4466-bc05-88cc3efef5ca" height="70px" margin-bottom="20px"/>

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