Multi-task Learning of Cascaded CNN for Facial Attribute Classification

no code implementations • 3 May 2018 • Ni Zhuang, Yan Yan, Si Chen, Hanzi Wang

In order to address the above problems, we propose a novel multi-task learning of cas- caded convolutional neural network method, termed MCFA, for predicting multiple facial attributes simultaneously.

Attribute Classification +5

Multi-label Learning Based Deep Transfer Neural Network for Facial Attribute Classification

no code implementations • 3 May 2018 • Ni Zhuang, Yan Yan, Si Chen, Hanzi Wang, Chunhua Shen

To address the above problem, we propose a novel deep transfer neural network method based on multi-label learning for facial attribute classification, termed FMTNet, which consists of three sub-networks: the Face detection Network (FNet), the Multi-label learning Network (MNet) and the Transfer learning Network (TNet).

Attribute Classification +6