# Object Localization with Keras and W\&B

 Object localization is the task of **locating an instance of a particular object category** in an image, typically by specifying a tightly cropped bounding box centered on the instance. Object detection, on the contrary, is the task of locating all the possible instances of all the target objects.

![](https://396644232-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-MFRVUSTfV86nM8FHsHS%2F-MK_MbPQZ3K4ni_hR1Et%2F-MK_Mwn3WpopBynTt8qb%2Fimage.png?alt=media\&token=6619c290-2f11-46f5-9727-e03f7c8b0f84)

## :crown: Read the full article [here](https://wandb.ai/wandb/object_localization/reports/Object-Localization-with-Keras-and-W-B--VmlldzoyNzA2Mzk). <a href="#read-the-full-article-here" id="read-the-full-article-here"></a>

## ​ :bird: Check out the Colab notebook [here](https://colab.research.google.com/drive/1LWbgjNbQLQHgfY2WH0lKBEFRIZXdqT86?usp=sharing). <a href="#check-out-the-github-repo-here" id="check-out-the-github-repo-here"></a>