Comparison of key data before and after pruning. by Chunming Wen (17616274)

“…The experimental results show that the model before pruning has 96.1% and 53.2% mean average precision mAP50 and mAP50:95, respectively, which are 11.9% and 11.1% higher than the original YOLO11n, and the model after pruning also has 10.8% and 9.3% higher than the original YOLO11n, respectively, and the number of parameters is reduced to 279,778, and model size is reduced to 1.3MB. …”

5-fold cross-validation comparison results. by Chunming Wen (17616274)

“…The experimental results show that the model before pruning has 96.1% and 53.2% mean average precision mAP50 and mAP50:95, respectively, which are 11.9% and 11.1% higher than the original YOLO11n, and the model after pruning also has 10.8% and 9.3% higher than the original YOLO11n, respectively, and the number of parameters is reduced to 279,778, and model size is reduced to 1.3MB. …”

Improved structure of YOLO11. by Chunming Wen (17616274)

“…The experimental results show that the model before pruning has 96.1% and 53.2% mean average precision mAP50 and mAP50:95, respectively, which are 11.9% and 11.1% higher than the original YOLO11n, and the model after pruning also has 10.8% and 9.3% higher than the original YOLO11n, respectively, and the number of parameters is reduced to 279,778, and model size is reduced to 1.3MB. …”

3-D comparison of key data across models. by Chunming Wen (17616274)

“…The experimental results show that the model before pruning has 96.1% and 53.2% mean average precision mAP50 and mAP50:95, respectively, which are 11.9% and 11.1% higher than the original YOLO11n, and the model after pruning also has 10.8% and 9.3% higher than the original YOLO11n, respectively, and the number of parameters is reduced to 279,778, and model size is reduced to 1.3MB. …”

Shape-IoU structure diagram. by Chunming Wen (17616274)

“…The experimental results show that the model before pruning has 96.1% and 53.2% mean average precision mAP50 and mAP50:95, respectively, which are 11.9% and 11.1% higher than the original YOLO11n, and the model after pruning also has 10.8% and 9.3% higher than the original YOLO11n, respectively, and the number of parameters is reduced to 279,778, and model size is reduced to 1.3MB. …”

YOLO11 structure. by Chunming Wen (17616274)

“…The experimental results show that the model before pruning has 96.1% and 53.2% mean average precision mAP50 and mAP50:95, respectively, which are 11.9% and 11.1% higher than the original YOLO11n, and the model after pruning also has 10.8% and 9.3% higher than the original YOLO11n, respectively, and the number of parameters is reduced to 279,778, and model size is reduced to 1.3MB. …”

Comparative experimental results. by Chunming Wen (17616274)

“…The experimental results show that the model before pruning has 96.1% and 53.2% mean average precision mAP50 and mAP50:95, respectively, which are 11.9% and 11.1% higher than the original YOLO11n, and the model after pruning also has 10.8% and 9.3% higher than the original YOLO11n, respectively, and the number of parameters is reduced to 279,778, and model size is reduced to 1.3MB. …”

Comparative experimental results. by Chunming Wen (17616274)

“…The experimental results show that the model before pruning has 96.1% and 53.2% mean average precision mAP50 and mAP50:95, respectively, which are 11.9% and 11.1% higher than the original YOLO11n, and the model after pruning also has 10.8% and 9.3% higher than the original YOLO11n, respectively, and the number of parameters is reduced to 279,778, and model size is reduced to 1.3MB. …”

Phagocytosis after five minutes in unprimed macrophages is independent of linear stiffness. by Erika J. Gruber (11846156)

Phagocytosis in unprimed macrophages is independent of growth surface linear stiffness. by Erika J. Gruber (11846156)

Sound producer contribution to sound pressure levels. by Lindsey Transue (15322306)

PorB.1A <i>N</i>. <i>gonorrhoeae</i> SK92-679 serum resistance is independent from polyP pseudo-capsule. by Benedetta Manca (15810991)

Ndingathe intervention theory of action. by Janelli Vallin (14540858)

“…Both HSAs and clients positively received Ndingathe’s SI mnemonic, designed to aid memory of SI steps, and support from experienced SI users during counseling. …”

Tight junction and adhesion proteins in the brain are downregulated during systemic inflammation. by Fionä Caratis (12759506)

“…Nuclei (Hoechst in blue). Scale 50 μm.</p>…”

Intestinal microbial community composition and diversity in the resistant and susceptible families of <i>L</i>. <i>vannamei</i>. by Jianbo Yuan (510808)

NO/eNOS and CO/HO pathway did not change during the regulation of H₂S on SO₂. by Chufan Sun (3390608)

The number of neuronal-like cells and neuronal types of ergothioneine co-treatment. by Amarin Thongsuk (21485401)

Percent heterosis of F1 hybrids for seed number, yield, biomass fresh weight, and plant height. by Gurpreet Kaur Suri (12106975)

Magnitude of macrovascular complications among diabetic patients attending the general hospitals in Tigray region, Northern Ethiopian, 2019/2020. by Kalayou K. Berhe (16884067)

Datasets used in the study. by Rajon Banik (12066099)

“…The overall mean readiness score of health facilities declined slightly, from about 54 (95% CI: 52, 56) in 2014 to 51 (95% CI: 50, 53) in 2017. …”