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.
|Author||Dataiku Labs (Arthur Douillard)|
Fine-tune detection model
This recipe does transfer learning and finetuning to adapt a pretrained model on a new dataset.
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