WebAug 27, 2024 · Download: 2024: UMDFaces Dataset-image: ... FairFace: FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age: balance race compoition: 2024: LS3D-W: A large-scale 3D face alignment dataset constructed by annotating the images from AFLW, 300VW, 300W and FDDB in a consistent manner with 68 points using the … WebWe also tested the performance of CLIP on gender, race and age classification using the Fairface dataset (We default to using race categories as they are constructed in the Fairface dataset.) in order to assess quality of performance across different demographics. We found accuracy >96% across all races for gender classification with ‘Middle ...
HuggingFaceM4/FairFace · Datasets at Hugging Face
WebThe MegaFace dataset is the largest publicly available facial recognition dataset with a million faces and their respective bounding boxes. All images obtained from Flickr … WebJan 1, 2024 · Download Citation On Jan 1, 2024, Kimmo Karkkainen and others published FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age for Bias … forex buying
Hands-on Guide for Transfer Learning by Joe Ng - Medium
WebNov 3, 2024 · To evaluate our proposed FairGRAPE, we conducted extensive experiments with four face image datasets, including FairFace , UTKFace , CelebA , and the person subtree of ImageNet . Table 1 shows the distributions of races and genders in all datasets. Images are fairly distributed across the seven race groups in the FairFace, while the … WebThe IBM DiF dataset originates from the YFCC100M dataset, a fountainhead of image data from which many derivative datasets were developed. YFCC100M provides a large … WebMar 20, 2024 · Short description of dataset and use case (s): "The Diversity in Faces (DiF) is a large and diverse dataset that seeks to advance the study of fairness and accuracy in facial recognition technology. The first of its kind available to the global research community,DiF provides a dataset of annotations of 1 million human facial images." forex buy stop meaning