Dataset Card for Office Home This is a FiftyOne dataset with 15588 samples. Installation If you haven't already, install FiftyOne: Usage Dataset Details Dataset Description The Office Home dataset has been created to evaluate domain adaptation algorithms for object recognition using deep learning. It consists of images from 4 different domains: Artistic images, Clip Art, Product images and Real World images. For each domain, the dataset contains images of 65 object categories found typically in Office and Home settings. Curated by: Jose Eusebio Language(s) (NLP): en License: other Dataset Sources Homepage: https://www.hemanthdv.org/officeHomeDataset.html Paper: Deep Hashing Network for Unsupervised Domain Adaptation Dataset Creation Source Data Data Collection and Processing The images in the dataset were collected using a python web crawler that crawled through several search engines and online image directories. This initial run searched for around 120 different objects and produced over 100,000 images across the different categories and domains. These images were then filtered to ensure that the desired object was in the picture. Categories were also filtered to make sure that e…
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