Yanxin Hu

Aug 22, 2023 | mdpi.com | Yanxin Hu |Gang Liu |Zhiyu Chen |Jiaqi Liu

3. Results and Discussion 3.1. Ablation Experiment ResultsTable 3 shows the results of the ablation experiments. Each individual enhancement was incorporated independently into the foundational YOLOv5s model. When exclusively utilizing the enhanced Faster-C3 model, there was a reduction in precision, recall, mAP(0.5), and mAP(0.5:0.95) of 0.5%, 0.7%, 0.3%, and 1.6%, respectively, in comparison to the YOLOv5s model. However, there was a decrease in the number of parameters by 17.5% and FLOPs by 3.1G.

Jul 25, 2023 | frontiersin.org | Tingxian Li |Yanxin Hu |Yi Cui |Chen Junli

1 IntroductionThe energy crisis and greenhouse effect are serious environmental problems. As an effective solution, the development and utilization of renewable energy have been highly valued (Khare et al., 2016; Javed et al., 2020).

Mar 19, 2023 | mdpi.com | Yanxin Hu |Lin Gao |Chuanming Ma |Hao Wang

Open AccessArticlebyYanxin Hu 1,2, Lin Gao 3,*, Chuanming Ma 3,*, Hao Wang 1,2 and Chi Zhou 1,2 1Hubei Water Resources Research Institute, Wuhan 430070, China2Hubei Water Resources and Hydropower Science and Technology Information Center, Wuhan 430070, China3School of Environmental Studies, China University of Geosciences, Wuhan 430074, China*Authors to whom correspondence should be addressed. Appl. Sci.