# Object detection in images[¶](https://www.dataiku.com/product/plugins/object-detection-cpu/)

## This plugin provides recipes to detect the location and class of several objects in images using Deep Learning.
 ⚠️ Starting with DSS version 10 this plugin is partially superseded by the native object detection capabilities.[¶](https://www.dataiku.com/product/plugins/object-detection-cpu/)

This plugin provides tools to perform object detection using Deep Learning.    Object detection consists in detecting the location and class of several objects in the same image.

## Plugin Information[¶](https://www.dataiku.com/product/plugins/object-detection-cpu/)

|  |  |

| --- | --- |

| Version | 0.1.7 |

| Author | Dataiku |

| Released | 2018-08-01 |

| Last updated | 2022-09-01 |

| License | Apache Software License |

| Source code | Github: CPU version, GPU version |

| Reporting issues | Github: CPU version, GPU version |

⚠️ Starting with DSS version 10 this plugin is partially superseded by the native object detection capabilities.

## Recipes[¶](https://www.dataiku.com/product/plugins/object-detection-cpu/)

### Fine-tune detection model[¶](https://www.dataiku.com/product/plugins/object-detection-cpu/)

This recipe does transfer learning and finetuning to adapt a pretrained model on a new dataset.

#### Detect objects[¶](https://www.dataiku.com/product/plugins/object-detection-cpu/)

This recipe detects objects in images and produces a dataset storing all the detected objects with their class and localization.

#### Display bounding boxes[¶](https://www.dataiku.com/product/plugins/object-detection-cpu/)

This recipe gives objects localization, draw on images a bounding box around the objects.

#### Detect objects in video[¶](https://www.dataiku.com/product/plugins/object-detection-cpu/)

This recipe detects objects in a video and produces a copy of the video with the objects drawn on it.

If ffmpeg is installed the video will be of the mp4 format, else of the mkv format. To install ffmpeg, you can use the following command:

* On Ubuntu: sudo apt-get install ffmpeg

* On macOS: brew install ffmpeg

##### Install In DSS[¶](https://www.dataiku.com/product/plugins/object-detection-cpu/)

To install the plugin, open the  Apps menu, click Plugins and search for Object detection in images.

Alternatively, you can download a zipped version here.

### Get the Dataiku Data Sheet[¶](https://www.dataiku.com/product/plugins/object-detection-cpu/)

Learn everything you ever wanted to know about Dataiku (but were afraid to ask), including detailed specifications on features and integrations.
