Problem solution process model. by Mohammadreza Namdar (22439057)

“…Results demonstrate that the developed appraoch is highly accurate and significantly faster than manual classification, which can dramatically decrease software development time and cost.…”

The ROC of SVM for three classes. by Mohammadreza Namdar (22439057)

“…Results demonstrate that the developed appraoch is highly accurate and significantly faster than manual classification, which can dramatically decrease software development time and cost.…”

The ROC of RF for three classes. by Mohammadreza Namdar (22439057)

“…Results demonstrate that the developed appraoch is highly accurate and significantly faster than manual classification, which can dramatically decrease software development time and cost.…”

The ROC of GNB for three classes. by Mohammadreza Namdar (22439057)

“…Results demonstrate that the developed appraoch is highly accurate and significantly faster than manual classification, which can dramatically decrease software development time and cost.…”

The accuracy of classifiers and voting plans. by Mohammadreza Namdar (22439057)

“…Results demonstrate that the developed appraoch is highly accurate and significantly faster than manual classification, which can dramatically decrease software development time and cost.…”

A summary of state-of-the-art in the literature. by Mohammadreza Namdar (22439057)

“…Results demonstrate that the developed appraoch is highly accurate and significantly faster than manual classification, which can dramatically decrease software development time and cost.…”

Metrics formula [24]. by Mohammadreza Namdar (22439057)

“…Results demonstrate that the developed appraoch is highly accurate and significantly faster than manual classification, which can dramatically decrease software development time and cost.…”

C2f and BC2f module structure diagrams. by Yaojun Zhang (389482)

“…Existing methods encounter challenges like intricate detection environments, small-scale targets, and extensive model parameters. …”

YOLOv8n detection results diagram. by Yaojun Zhang (389482)

“…Existing methods encounter challenges like intricate detection environments, small-scale targets, and extensive model parameters. …”

YOLOv8n-BWG model structure diagram. by Yaojun Zhang (389482)

“…Existing methods encounter challenges like intricate detection environments, small-scale targets, and extensive model parameters. …”

BiFormer structure diagram. by Yaojun Zhang (389482)

“…Existing methods encounter challenges like intricate detection environments, small-scale targets, and extensive model parameters. …”

YOLOv8n-BWG detection results diagram. by Yaojun Zhang (389482)

“…Existing methods encounter challenges like intricate detection environments, small-scale targets, and extensive model parameters. …”

GSConv module structure diagram. by Yaojun Zhang (389482)

“…Existing methods encounter challenges like intricate detection environments, small-scale targets, and extensive model parameters. …”

Performance comparison of three loss functions. by Yaojun Zhang (389482)

“…Existing methods encounter challenges like intricate detection environments, small-scale targets, and extensive model parameters. …”

mAP0.5 Curves of various models. by Yaojun Zhang (389482)

“…Existing methods encounter challenges like intricate detection environments, small-scale targets, and extensive model parameters. …”

Network loss function change diagram. by Yaojun Zhang (389482)

“…Existing methods encounter challenges like intricate detection environments, small-scale targets, and extensive model parameters. …”

Comparative diagrams of different indicators. by Yaojun Zhang (389482)

“…Existing methods encounter challenges like intricate detection environments, small-scale targets, and extensive model parameters. …”

YOLOv8n structure diagram. by Yaojun Zhang (389482)

“…Existing methods encounter challenges like intricate detection environments, small-scale targets, and extensive model parameters. …”

Geometric model of the binocular system. by Yaojun Zhang (389482)

“…Existing methods encounter challenges like intricate detection environments, small-scale targets, and extensive model parameters. …”

Enhanced dataset sample images. by Yaojun Zhang (389482)

“…Existing methods encounter challenges like intricate detection environments, small-scale targets, and extensive model parameters. …”