guides/project/summary.md

---
title: Project summary
version: EN
---

**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. 
* **Project Notes**: Make a note of important information about your project and share it with your teammates – similar to README.md of Git codebase. 

<img style={{ borderRadius: '0.5rem' }}
  src="/images/projects/summary/1_summary.png"
/>

## Key Metrics

VESSL AI 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="/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="/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.&#x20;</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="/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="/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="/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="/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="/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="/images/projects/summary/9_note-edit.png"
/>