Effects of noise level and surround suppression threshold on model convergence time in the RDK task, experiment III. حسب Elnaz Nemati (21402730)

الموضوعات:

Convergence curve of the DBO algorithm. حسب Ma Haohao (22177538)

"…The material removal model based on Preston’s theory was studied, and the factors of polishing pressure, tool speed, feed speed, and sandpaper type were considered to design the manual polishing experiment. …"

Predictions from a Universal Value Function Approximator (UVFA) algorithm. حسب Sam Hall-McMaster (10343795)

الموضوعات:

Ablation Experiment Results. حسب Yutong Liu (4027994)

الموضوعات:

IAM and IEM muxes control code. حسب Ayesha Waris (21368446)

"…The presented architectures are implemented on Xilinx Artix-7 XC7A100T-3 device using Vivado Design Suite 2022.2 and coded using Verilog HDL. …"

Classical Predictive Coding for motion processing. حسب Elnaz Nemati (21402730)

الموضوعات:

Details of the metaheuristic algorithms in comparison experiments. حسب Junhao Wei (6816803)

Iterative curves of the algorithms in comparison experiment. حسب Junhao Wei (6816803)

Comparative experiments. حسب Jiexiang Yang (19980594)

"…<div><p>Road crack detection is critical to global infrastructure maintenance and public safety, and complex background environments and nonlinear damage crack patterns challenge the need for real-time, efficient, and accurate detection.This paper proposes a lightweight yet robust Flexi-YOLO model based on the YOLOv8 algorithm. We designed Wise-IoU as the model’s loss function to optimize the regression accuracy of its bounding boxes and enhance robustness to low-quality samples. …"

The Effectiveness Verification Experiment of Dependency Self-Attention Mechanism. حسب Yutong Liu (4027994)

الموضوعات:

Parameter configuration for ChildEmoNet algorithm implementation. حسب Zhang Shanshan (22272359)

Ablation experiment. حسب Jiexiang Yang (19980594)

"…<div><p>Road crack detection is critical to global infrastructure maintenance and public safety, and complex background environments and nonlinear damage crack patterns challenge the need for real-time, efficient, and accurate detection.This paper proposes a lightweight yet robust Flexi-YOLO model based on the YOLOv8 algorithm. We designed Wise-IoU as the model’s loss function to optimize the regression accuracy of its bounding boxes and enhance robustness to low-quality samples. …"

Ablation experiment results of different algorithm models. حسب Peng Xiong (1459000)

Illustration of the recursive objective space exploration process implemented by the ROSE algorithm. حسب Ihab Hashem (21156806)

Results of the inference experiment. حسب Jiexiang Yang (19980594)

"…<div><p>Road crack detection is critical to global infrastructure maintenance and public safety, and complex background environments and nonlinear damage crack patterns challenge the need for real-time, efficient, and accurate detection.This paper proposes a lightweight yet robust Flexi-YOLO model based on the YOLOv8 algorithm. We designed Wise-IoU as the model’s loss function to optimize the regression accuracy of its bounding boxes and enhance robustness to low-quality samples. …"

Model generalization experiment. حسب Jiexiang Yang (19980594)

"…<div><p>Road crack detection is critical to global infrastructure maintenance and public safety, and complex background environments and nonlinear damage crack patterns challenge the need for real-time, efficient, and accurate detection.This paper proposes a lightweight yet robust Flexi-YOLO model based on the YOLOv8 algorithm. We designed Wise-IoU as the model’s loss function to optimize the regression accuracy of its bounding boxes and enhance robustness to low-quality samples. …"

Relevant parameter settings for the algorithm proposed in the experiment. حسب Jinfeng Xiong (748277)

Flow chart of implementation of metaheuristic algorithm-PI control BLDC motor. حسب Fizza Shafique (19996292)

Ablation experiment for the micro-localization algorithm model. حسب Zhongjian Xie (4633099)

Ablation experiment for the macro-detection algorithm model. حسب Zhongjian Xie (4633099)