http://whdeng.cn/RFW/Trainingdataste.html#:~:text=BUPT-BALANCEDFACE%20In%20order%20to%20remove%20this%20source%20of,is%20approximately%20race-balanced%20with%207K%20identities%20per%20race. WebJun 1, 2024 · We employ MS1Mv2 as training set, plus BUPT-BalancedFace [34] (BUPT in short) for ablation study. MS1Mv2 is refined from MS-Celeb-1M [11] and contains approximately 5.8M images of 85K individuals ...
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WebBUPT-BalancedFace 28K 1.3M 46 balanced across 4 ethnicities celebrities from MS-Celeb-1M BUPT-GlobalFace 38K 2M 52 matches global population celebrities from MS-Celeb-1M WebApr 1, 2024 · For RFW and BUPT-Balancedface, the differences between demographic groups are similar but not so large, because the distinction between the demographic groups is only of ethnic origin and not of sex. These differences are important as they mark the percentage of faces successfully matched and faces incorrectly matched for a certain … new york state suny college free
Mitigate Bias in Face Recognition using Skewness-Aware ... - DeepAI
WebNov 25, 2024 · As shown in Fig. 2, BUPT-Globalface contains 2M images from 38K celebrities in total and its racial distribution is approximately the same as real distribution of world’s population. BUPT-Balancedface dataset contains 1.3M images from 28K celebrities and is approximately race-balanced with 7K identities per race. WebGuided by the agent, the skewness of feature scatter between races can be reduced. Besides, we provide two ethnicity aware training datasets, called BUPT-Globalface and … WebJan 28, 2024 · finetune φ 0 by SGD for M = 10 communication rounds on BUPT-Balancedface, with learning rate. 0.001, batch size 512 and weight decay 5 e-4. For reproducibility and fair comparison, all models. new york state surrogate decision maker law