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

# Object Detection

> Object detection fundamentals, evaluation metrics, and region-based detectors.

<CardGroup cols={2}>
  <Card title="Introduction to Object Detection" icon="play" href="https://www.youtube.com/watch?v=ojb-E4tDTxs">
    Object detection in a physical security application
  </Card>

  <Card title="Computer Vision Datasets" icon="play" href="https://www.youtube.com/watch?v=YNBPJx0EUcc">
    What types of annotations are used in computer vision
  </Card>

  <Card title="Object Detection Metrics, mAP (Part 1)" icon="play" href="https://www.youtube.com/watch?v=FUg6c7Ks07o">
    Mean average precision for evaluating detectors
  </Card>

  <Card title="Object Detection Metrics, mAP (Part 2)" icon="play" href="https://www.youtube.com/watch?v=0RLOJHt74Zs">
    Continuation of mAP computation
  </Card>

  <Card title="Region-based Object Detectors" icon="play" href="https://www.youtube.com/watch?v=4WHFcqq1ErA">
    R-CNN, Fast R-CNN, Faster R-CNN
  </Card>
</CardGroup>

***

<Callout icon="pen-to-square" iconType="regular">
  [Edit this page on GitHub](https://github.com/aegean-ai/eaia/edit/main/src/media/computer-vision/object-detection.mdx) or [file an issue](https://github.com/aegean-ai/eaia/issues/new/choose).
</Callout>