Object Detection for Visually Impaired People I Zummit Infolabs
Автор: Zummit Infolabs
Загружено: 2022-04-15
Просмотров: 237
Описание:
Object detection is the area of artificial intelligence (AI) concerned with the abilities of automated systems and other algorithmic implementations to recognize various things and entities in the surroundings.
Object detection help visually impaired people as it allows to pick out and identify objects from inputs like video and still camera images.
For the visially impaired and low vision people, assistive software and apps provide a window into the world. An ongoing research study uses artificial intelligence (AI) to describe adjacent people, language, and objects in order to open up the visual world.
Here are TOP 8 techniques for Object Detection:
1 Fast R-CNN
2 Faster R-CNN
3 Histogram of Oriented Gradients (HOG)
4 Region-based Convolutional Neural Networks (R-CNN)
5 Region-based Fully Convolutional Network (R-FCN)
6 Single Shot Detector (SSD)
7 Spatial Pyramid Pooling (SPP-net)
8 YOLO (You Only Look Once)
You can find the implementation of this "Object Detection for Visually Impaired People" in our proprietary product, Zummit AI Framework (ZAF).
Contact us at [email protected] for more information.
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