Dòng Nội dung
1
An effective deep learning model for recognition of animals and plants / Trinh Thi Anh Loan, Pham The Anh, Le Viet Nam..[and others] // Tạp chí Tin học và Điều khiển học = Journal of Computer Science And Cybernetics . - 2022. - tr. 32-62. - ISSN: 1813-9663



Ký hiệu phân loại (DDC): 428.84
This paper presents a deep learning model to address the problem of reanixm. “Lilplants. The context of this work is to make an effort in protection of rare species that . ‘rxrinusly faced to the risk of extinction in Vietnam such as Panthera psu'é'b. Defiaergia, Macaca mulatta. The proposed approach exploits the advanced ability of Comelutional neural networks and Inception residual structures to design a model for classification task. We also apply the transfer-learning technique to fine—tune the my state-of-the-art methods, MobileNetV2 and InceptionV3, specific to our own dataset. Experimental results demonstrate the superiority of our object predictor (97.6% accuracy) in comparisjn with other methods. In addition, the proposed model works very efficiently with the inference speed of around 113 FPS on a CPU machine, enabling it for deployment on mobile environment.
 Số bản sách: (0) Tài liệu số: (1)