Object detection in images

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

Plugin information

Version0.1.0
AuthorDataiku Labs (Arthur Douillard)
Released2018-08-01
Last updated2018-08-01
LicenseApache Software License
Source codeGithub
Reporting issuesGithub

Recipes

Fine-tune detection model

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

Detect objects

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

Display bounding boxes

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

Detect objects in video

This recipe detect objects in a video and produces a copy of the video with the objects drawed 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