> For the complete documentation index, see [llms.txt](https://ai.nuhil.net/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://ai.nuhil.net/computer-vision/object-localization.md).

# Object Localization

## What is object localization?

![Image Classification vs Classification with Localization (with a bounding box) vs Object(s) Detection](/files/-MHjUQpXJL3FIMQ3tfRA)

## Classification with localization

![](/files/-MHjVduFw-yS8CimrAdY)

### Defining the target label y

![](/files/-MHjXPcc_REXADh2MNfE)

## Landmark detection

![](/files/-MHjZ9k0GzDtJHiz-bS1)