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).