Deeppic: Deep Perceptual Image Clustering for Identifying Bias in Vision Datasets

Nikita Jaipuria,Katherine Stevo,Xianling Zhang,Meghana L. Gaopande,Ian Calle Garcia,Jinesh Jain,Vidya N. Murali

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)（2022）

引用 6|浏览72

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hierarchical clustering pipeline,deep perceptual image clustering,deepPIC,image thumbnails,multiple datasets,automatic nuanced metadata annotation,open-source datasets,image datasets,unlabeled datasets,unstructured datasets,catastrophic errors,safety-critical applications,computer vision,manually collected datasets,dataset bias,vision datasets

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