Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

dvclive: Add YOLO page. #4742

Merged
merged 5 commits into from
Aug 8, 2023
Merged
Show file tree
Hide file tree
Changes from 4 commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
1 change: 1 addition & 0 deletions content/docs/dvclive/ml-frameworks/index.md
Original file line number Diff line number Diff line change
Expand Up @@ -13,6 +13,7 @@ We currently support the following _ML Frameworks_:
- [PyTorch Lightning](/doc/dvclive/ml-frameworks/pytorch-lightning)
- [TensorFlow](/doc/dvclive/ml-frameworks/tensorflow)
- [XGBoost](/doc/dvclive/ml-frameworks/xgboost)
- [Ultralytics YOLO v8](/doc/dvclive/ml-frameworks/yolo)

The DVCLive team is happy to extend the list with more _ML Frameworks_ as
needed. Check the
Expand Down
25 changes: 25 additions & 0 deletions content/docs/dvclive/ml-frameworks/yolo.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,25 @@
# YOLO

DVCLive allows you to add experiment tracking capabilities to your
[Ultralytics YOLO v8](https://docs.ultralytics.com/) projects.

## Usage

<p align='center'>
<a href="https://colab.research.google.com/github/iterative/dvclive/blob/main/examples/DVCLive-YOLO.ipynb">
<img src="https://colab.research.google.com/assets/colab-badge.svg" />
</a>
</p>

If you have `dvclive` installed, the
[DVCLive callback](https://docs.ultralytics.com/reference/utils/callbacks/dvc/)
will be used for tracking experiments and logging `metrics`, `parameters`,
`plots` and the best `model` automatically.

```cli
$ pip install dvclive ultralytics
$ yolo train model=yolov8n.pt data=coco8.yaml epochs=5 imgsz=640
```

![YOLO Studio Table](/img/yolo-studio-table.png)
![YOLO Studio Plots](/img/yolo-studio-plots.gif)
4 changes: 4 additions & 0 deletions content/docs/sidebar.json
Original file line number Diff line number Diff line change
Expand Up @@ -842,6 +842,10 @@
{
"slug": "xgboost",
"label": "XGBoost"
},
{
"slug": "yolo",
"label": "Ultralytics YOLO v8"
}
]
},
Expand Down
Binary file added static/img/yolo-studio-plots.gif
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Binary file added static/img/yolo-studio-table.png
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.