弗莱堡食品杂货数据集
收藏arXiv2016-11-18 更新2024-06-21 收录
下载链接:
http://www2.informatik.uni-freiburg.de/~eitel/freiburg_groceries_dataset.html
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资源简介:
弗莱堡食品杂货数据集是由德国弗莱堡大学创建的一个包含5000张食品杂货图片的数据集,涵盖25个不同的类别。该数据集的图片来源于真实的商店和公寓环境,具有多样的视角、光照条件和杂乱程度。创建过程中,研究人员使用了四种不同的智能手机相机进行拍摄,并对图片进行了预处理。该数据集主要用于机器学习和机器人研究领域,旨在解决食品杂货识别的挑战,为相关技术的训练和测试提供丰富的真实世界数据。
The Freiburg Grocery Dataset is a collection of 5000 grocery images created by the University of Freiburg, Germany, covering 25 distinct categories. The images in this dataset are sourced from real store and apartment environments, featuring diverse perspectives, lighting conditions, and clutter levels. During its development, researchers used four different smartphone cameras to capture the images and conducted preprocessing on the dataset. This dataset is primarily applied in the fields of machine learning and robotics research, aiming to address the challenges of grocery item recognition and provide abundant real-world data for the training and testing of relevant technologies.
提供机构:
弗莱堡大学
创建时间:
2016-11-18



