BioinformaticsBioengineeringPeer-reviewed
Classification of dog breeds using convolutional neural network models and support vector machine
Ying Cui, Bixia Tang, Gangao Wu…·Wenming Zhao
This study improves dog breed classification accuracy using a combination of CNN features, PCA, GWO, and SVM, achieving 95.24% and 99.34% accuracy for 120 and 76 breeds respectively.