Face Gender Classification by Using Improve Binary Particle Swarm Optimization and K-Nearest Neighbors
Minh Ly Duc, Dong Phan Tan · International Journal of Engineering Technology and Management Sciences · 2023
This paper studies the application of the Binary particle swarm optimization (BPSO) algorithm to the optimal search for facial features and gender classification by K-Nearest Neighbors (K-NN) model. The results show that the accuracy and processing time of the model is much better than that of VGG16, VGG19, Resnet50, Senet50, Face Net, Open Face and FbDeep Face models. a large-scale GenderFace80K dataset with 80,000 facial images with gender annotation used in the research model.