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Object Detection

CENL-AI-WG edited this page Mar 6, 2021 · 9 revisions

Object Detection Statut

Detecting object on images

Keywords: object detection

Approaches: convolutional neural networks

Tools: Yolo, Google Cloud Vision, IBM Watson Visual Recognition


Automatic annotation of objects on heritage images has uses in the field of information retrieval and digital humanities. Depending on the scenarios considered, this may involve obtaining a new source of textual metadata ("this image contains a cat, a child and a sofa") or locating every object classes of interest within the image (in this image, there is a car at position x,y,w,h).

Example

Goals

Annotation of objects on heritage material for information retrieval, quantitative analysis, visual studies, etc. These goals can be satisfy with "out-of-the-box" services or customized solutions.

Educational resources

See this github for a Yolo tutorial and more.