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

"…Results on a specialized dataset reveal that YOLOv8n-BWG outperforms YOLOv8n by increasing the mean Average Precision (mAP) by 4.2%, boosting recognition speed by 21.3% per second, and decreasing both the number of floating-point operations (FLOPs) by 28.9% and model size by 26.3%. …"

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

"…Results on a specialized dataset reveal that YOLOv8n-BWG outperforms YOLOv8n by increasing the mean Average Precision (mAP) by 4.2%, boosting recognition speed by 21.3% per second, and decreasing both the number of floating-point operations (FLOPs) by 28.9% and model size by 26.3%. …"

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

"…Results on a specialized dataset reveal that YOLOv8n-BWG outperforms YOLOv8n by increasing the mean Average Precision (mAP) by 4.2%, boosting recognition speed by 21.3% per second, and decreasing both the number of floating-point operations (FLOPs) by 28.9% and model size by 26.3%. …"

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

"…Results on a specialized dataset reveal that YOLOv8n-BWG outperforms YOLOv8n by increasing the mean Average Precision (mAP) by 4.2%, boosting recognition speed by 21.3% per second, and decreasing both the number of floating-point operations (FLOPs) by 28.9% and model size by 26.3%. …"

YOLOv8n structure diagram. حسب Yaojun Zhang (389482)

"…Results on a specialized dataset reveal that YOLOv8n-BWG outperforms YOLOv8n by increasing the mean Average Precision (mAP) by 4.2%, boosting recognition speed by 21.3% per second, and decreasing both the number of floating-point operations (FLOPs) by 28.9% and model size by 26.3%. …"

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

"…Results on a specialized dataset reveal that YOLOv8n-BWG outperforms YOLOv8n by increasing the mean Average Precision (mAP) by 4.2%, boosting recognition speed by 21.3% per second, and decreasing both the number of floating-point operations (FLOPs) by 28.9% and model size by 26.3%. …"

Enhanced dataset sample images. حسب Yaojun Zhang (389482)

"…Results on a specialized dataset reveal that YOLOv8n-BWG outperforms YOLOv8n by increasing the mean Average Precision (mAP) by 4.2%, boosting recognition speed by 21.3% per second, and decreasing both the number of floating-point operations (FLOPs) by 28.9% and model size by 26.3%. …"

Vasculogenic mimicry in melanoma tissue : immunohistochemistry, cell growth & morphological assays, migration & invasion assays and protein expression analyses حسب Rakolote Matlala (11071533)

"…Immunohistochemistry was used to evaluate the expression of VCAM1 and VEGF-A in tissue samples from eleven melanoma patients, revealing intratumoral expression patterns suggestive of a role in tumour growth and vasculogenic mimicry. …"

The sample in 2015, 2018, and 2021. حسب Wenqi Li (137889)

"…Further, it analyzes the factors that influence residential land prices using the MGWR model. It is found that: (1) the residential land price in the Wuhan metropolitan area shows a circle characteristic of decreasing from Wuhan as the core to the periphery, with obvious polarization characteristics, and relatively relieved in 2021. …"

Research area in Hubei Province, China. حسب Wenqi Li (137889)

"…Further, it analyzes the factors that influence residential land prices using the MGWR model. It is found that: (1) the residential land price in the Wuhan metropolitan area shows a circle characteristic of decreasing from Wuhan as the core to the periphery, with obvious polarization characteristics, and relatively relieved in 2021. …"

The statistics of residential land price. حسب Wenqi Li (137889)

"…Further, it analyzes the factors that influence residential land prices using the MGWR model. It is found that: (1) the residential land price in the Wuhan metropolitan area shows a circle characteristic of decreasing from Wuhan as the core to the periphery, with obvious polarization characteristics, and relatively relieved in 2021. …"

Selection and description of influencing factors. حسب Wenqi Li (137889)

"…Further, it analyzes the factors that influence residential land prices using the MGWR model. It is found that: (1) the residential land price in the Wuhan metropolitan area shows a circle characteristic of decreasing from Wuhan as the core to the periphery, with obvious polarization characteristics, and relatively relieved in 2021. …"

Supplementary information files for "Graphene oxide as an additive in aqueous lubricants for electric drive units: Synthesis, preparation, and tribological performance" حسب Reza Najjari Saadatabadi (16737153)

"…Four different water-based lubricants were prepared, including supernatant and redispersed solutions, both with and without surfactant. GO supernatant had a significantly lower particle size compared to GO redispersed at all pH levels. …"

Table 5_Breeding indoor watercress for enhanced crop biofortification: harnessing natural variation of wild germplasm.pdf حسب Yufei Qian (21575504)

"…Carotenoids, especially lutein, increased consistently across the population under the additional blue light treatment, while vitamin C, glucose, and antioxidant capacity (Ferric reducing antioxidant power of plasma) all decreased after the blue light treatment. …"

Table 2_Breeding indoor watercress for enhanced crop biofortification: harnessing natural variation of wild germplasm.docx حسب Yufei Qian (21575504)

"…Carotenoids, especially lutein, increased consistently across the population under the additional blue light treatment, while vitamin C, glucose, and antioxidant capacity (Ferric reducing antioxidant power of plasma) all decreased after the blue light treatment. …"

Table 4_Breeding indoor watercress for enhanced crop biofortification: harnessing natural variation of wild germplasm.pdf حسب Yufei Qian (21575504)

"…Carotenoids, especially lutein, increased consistently across the population under the additional blue light treatment, while vitamin C, glucose, and antioxidant capacity (Ferric reducing antioxidant power of plasma) all decreased after the blue light treatment. …"

Table 3_Breeding indoor watercress for enhanced crop biofortification: harnessing natural variation of wild germplasm.docx حسب Yufei Qian (21575504)

"…Carotenoids, especially lutein, increased consistently across the population under the additional blue light treatment, while vitamin C, glucose, and antioxidant capacity (Ferric reducing antioxidant power of plasma) all decreased after the blue light treatment. …"

Height and canopy measurements of native shrubs in southern California حسب Emma Underwood (22077698)

"…We identified four key findings: (1) shrub biomass increased with time since last fire and the proportion of resprouting species, and decreased with distance to coast and solar radiation; (2) species with the ability to resprout (obligate resprouter and facultative seeders) contributed greater biomass at all post-fire time periods and locations when compared with obligate seeders; (3) we found higher average biomass contributed by both obligate seeder and obligate resprouter species in plots closer to the coast than interior plots; and (4) fourth, we found a significant positive relationship between woody shrub richness and biomass. …"

GABA and glutamate are required for light avoidance. حسب Kenichi Nakayama (2354653)

"…One-way ANOVA Dunnett’s multiple comparison tests, compared with wild type. n.s = not significant, *<i>P</i> < 0.05, ****<i>P</i> < 0.0001.…"

Table 2_Genomic characterization and antibiotic susceptibility of biofilm-forming Borrelia afzelii and Borrelia garinii from patients with erythema migrans.pdf حسب Giorgia Fabrizio (19022288)

"…Core genome analysis showed 38.9% of genes were shared between B. afzelii and B. garinii, decreasing to 26.1% with B. burgdorferi. The cloud genome expanded from 34.4% to 53.4% with the addition of B. burgdorferi. …"