4.1 Large-Scale aesthetic quality categorization 应用于图像质量评估。 作者实验表明,随着数据库量级的增大和训练图像质量的增加,原来的各种方法都能在原有基础上得到提升。 4.2 Content-based aesthetic categorization 基于内容的图像质量聚类。作者取了最多的8个类别,训练了3个分类器: (1) 训练了8个独立的SVM二...
前面已经介绍过当今最大的美学数据集AVA以及AVA之前的数据集,AVA数据集的发布是2012年,离现在已经过去了5年,在机器学习迭代如此频繁的日子里,必然会出现新的数据集。 本文就略作介绍,也是数据集介绍的最后一篇文章。在准备好这些之后,就要开始真正的搞起了! 1, AADB【1】(Aesthetic with Attributes Database) 总...
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1,AADB【1】(Aesthetic with Attributes Database) 总的来说,AADB算是AVA数据集的一个补充。标注的方式,是请了5个人,最终的score取5个人的平均值,共10000张图。除了标注分数外,也标注了11个属性。 与AVA数据集的区别主要在于: a) AVA中包含了很多非真实的摄影图,以及后期处理过的图,所以AVA中分数超过5分(...
To this end, we introduce a new large-scale database for conducting Aesthetic Visual Analysis: AVA. It contains over 250,000 images along with a rich variety of meta-data including a large number of aesthetic scores for each image, semantic labels for over 60 categories as well as labels ...
pythoncomputer-visiondatasetavaaesthetic-visual-analysis UpdatedFeb 14, 2024 Awesome AVA resources nodejslistawesomeavaawesome-list UpdatedSep 12, 2022 cartant/rxjs-marbles Sponsor Star301 An RxJS marble testing library for any test framework
To this end, we introduce a new large-scale database for conducting Aesthetic Visual Analysis: AVA. It contains over 250,000 images along with a rich variety of meta-data including a large number of aesthetic scores for each image, semantic labels for over 60 categories as well as labels ...
we introduce a new large-scale database for conducting Aesthetic Visual Analysis: AVA. It contains over 250,000 images along with a rich variety of meta-data including a large number of aesthetic scores for each image, semantic labels for over 60 categories as wel...
To this end, we introduce a new large-scale database for conducting Aesthetic Visual Analysis: AVA. It contains over 250,000 images along with a rich variety of meta-data including a large number of aesthetic scores for each image, semantic labels for over 60 categories as well as labels ...
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