> ## Documentation Index
> Fetch the complete documentation index at: https://docs.vessl.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Project summary

**Project Overview** provides a bird's-eye view of the progress of your machine learning projects. On the project overview dashboard, you can manage and track key information about your project:

* **Key Metrics**: Keep track of essential evaluation metrics of your experiments such as accuracy, loss, and MSE.
* **Sample Media**: Log images, audio, and other media from your experiment and explore your model's prediction results to compare your experiments visually.
* **Starred Experiments**: Star and keep track of meaningful experiments.&#x20;
* **Project Notes**: Make a note of important information about your project and share it with your teammates – similar to README.md of Git codebase.&#x20;

<img style={{ borderRadius: '0.5rem' }} src="https://mintcdn.com/vesslai/5-nrsN-JrH4eYxlc/images/projects/summary/1_summary.png?fit=max&auto=format&n=5-nrsN-JrH4eYxlc&q=85&s=54b68342c2ad24225bfe139ca154841b" width="2342" height="2634" data-path="images/projects/summary/1_summary.png" />

## Key Metrics

VESSL automatically marks metrics of best-performing experiments as key metrics. You can also manually bookmark key metrics and keep track of your model's meaningful evaluation metrics.&#x20;

To add or remove Key Metrics

1. Click the settings icon on top of the Key Metrics card.

<img style={{ borderRadius: '0.5rem' }} src="https://mintcdn.com/vesslai/5-nrsN-JrH4eYxlc/images/projects/summary/2_metrics.png?fit=max&auto=format&n=5-nrsN-JrH4eYxlc&q=85&s=f8936db6bf82a66d69f541bdd61eb6c8" width="524" height="226" data-path="images/projects/summary/2_metrics.png" />

2\. Select **up to 4 metrics** and choose whether your goal is to minimize or maximize the target value.&#x20;

* If you select **Minimize**, an experiment with the smallest target value will be updated to the key metric charts.
* If you select **Maximize**, an experiment with the greatest target value will be updated to the key metric chart.&#x20;

<img style={{ borderRadius: '0.5rem' }} src="https://mintcdn.com/vesslai/5-nrsN-JrH4eYxlc/images/projects/summary/3_select.png?fit=max&auto=format&n=5-nrsN-JrH4eYxlc&q=85&s=456edeac90008cc192063cea92d3c691" width="1118" height="1158" data-path="images/projects/summary/3_select.png" />

## Sample Media

You can log images or audio clips generated from your experiment to explore your model's prediction results and make visual (or auditory) comparisons.&#x20;

<Note>For more information about logging media during your experiment, refer to [`vessl.log`](../../api-reference/python-sdk/utils/vessl.log/) in our Python SDK. </Note>

To see the media file, select an experiment and specify the media type using the dropdown menu on the upper right corner of Sample Media card.&#x20;

<img style={{ borderRadius: '0.5rem' }} src="https://mintcdn.com/vesslai/5-nrsN-JrH4eYxlc/images/projects/summary/4_audio.png?fit=max&auto=format&n=5-nrsN-JrH4eYxlc&q=85&s=6b0467c3f81c8ce3a10f1e9dc71da7ad" width="2770" height="734" data-path="images/projects/summary/4_audio.png" />

## Starred Experiment

You can mark important experiments as **Starred Experiments** to keep track of meaningful achievements in the project. Starred Experiments displayed with the tags and key metrics.

<img style={{ borderRadius: '0.5rem' }} src="https://mintcdn.com/vesslai/5-nrsN-JrH4eYxlc/images/projects/summary/5_starred.png?fit=max&auto=format&n=5-nrsN-JrH4eYxlc&q=85&s=73cc0bc1cee8f5cd2c249f162c1db3a2" width="2774" height="736" data-path="images/projects/summary/5_starred.png" />

To star or unstar experiments

1. Go to the experiment tracking dashboard
2. Select experiments
3. Click 'Star' or 'Unstar' on the dropdown menu.&#x20;

<img style={{ borderRadius: '0.5rem' }} src="https://mintcdn.com/vesslai/5-nrsN-JrH4eYxlc/images/projects/summary/6_experiments.png?fit=max&auto=format&n=5-nrsN-JrH4eYxlc&q=85&s=9f96ab8a64b3b47f15f518e13f873eda" width="2880" height="1800" data-path="images/projects/summary/6_experiments.png" />

You can also star or unstar experiments on the experiment summary page.&#x20;

<img style={{ borderRadius: '0.5rem' }} src="https://mintcdn.com/vesslai/5-nrsN-JrH4eYxlc/images/projects/summary/7_star.png?fit=max&auto=format&n=5-nrsN-JrH4eYxlc&q=85&s=9062a6e74b648ad4d4a8000b2b9f0364" width="2880" height="1800" data-path="images/projects/summary/7_star.png" />

## Project Notes

**Project Notes** is a place for noting and sharing important information about the project together with your team. It works like README.md of your Git codebase.

<img style={{ borderRadius: '0.5rem' }} src="https://mintcdn.com/vesslai/5-nrsN-JrH4eYxlc/images/projects/summary/8_note.png?fit=max&auto=format&n=5-nrsN-JrH4eYxlc&q=85&s=f4cd12a7d024656d094e5b3d2fafae19" width="2880" height="3120" data-path="images/projects/summary/8_note.png" />

To modify project note, click the settings icon on top of Project Notes card. You will be given a markdown editor to update your notes.&#x20;

<img style={{ borderRadius: '0.5rem' }} src="https://mintcdn.com/vesslai/5-nrsN-JrH4eYxlc/images/projects/summary/9_note-edit.png?fit=max&auto=format&n=5-nrsN-JrH4eYxlc&q=85&s=44f6037e6ee383037a250af34d3aef83" width="2880" height="2800" data-path="images/projects/summary/9_note-edit.png" />
