Convolution kernel of size 5 with arbitrary shape. by Xinwei Wang (352488)

Classification of PavCA Index scores with the k-Means algorithm where k = 3. by Camille Godin (21445879)

Arbitrary Design of DNA-Programmable 3D Crystals through Symmetry Mapping by Jason S. Kahn (2744830)

Classification from 1D vs. 3D k-Means trained on the pooled scores from Days 5 and 6 of the modeling sample. by Camille Godin (21445879)

Performance analysis of the trained YOLOv7 models. by Julian Bigge (22331861)

Environment ConFIGuration Information. by Xinwei Wang (352488)

“…Experimental results on the VisDrone2019 UAV dataset show that the improved algorithm achieves a 5.9%, 4.5%, and 6.1% increase in detection precision, detection recall, and mean average precision, respectively, compared to the original algorithm. …”

Results of ablation experiment. by Xinwei Wang (352488)

“…Experimental results on the VisDrone2019 UAV dataset show that the improved algorithm achieves a 5.9%, 4.5%, and 6.1% increase in detection precision, detection recall, and mean average precision, respectively, compared to the original algorithm. …”

Comparison diagram of mAP50. by Xinwei Wang (352488)

“…Experimental results on the VisDrone2019 UAV dataset show that the improved algorithm achieves a 5.9%, 4.5%, and 6.1% increase in detection precision, detection recall, and mean average precision, respectively, compared to the original algorithm. …”

Improved YOLOv8s. by Xinwei Wang (352488)

“…Experimental results on the VisDrone2019 UAV dataset show that the improved algorithm achieves a 5.9%, 4.5%, and 6.1% increase in detection precision, detection recall, and mean average precision, respectively, compared to the original algorithm. …”

YOLOv5s. by Xinwei Wang (352488)

“…Experimental results on the VisDrone2019 UAV dataset show that the improved algorithm achieves a 5.9%, 4.5%, and 6.1% increase in detection precision, detection recall, and mean average precision, respectively, compared to the original algorithm. …”

Partial Training Images of the Dataset. by Xinwei Wang (352488)

“…Experimental results on the VisDrone2019 UAV dataset show that the improved algorithm achieves a 5.9%, 4.5%, and 6.1% increase in detection precision, detection recall, and mean average precision, respectively, compared to the original algorithm. …”

LKA Network Structure. by Xinwei Wang (352488)

“…Experimental results on the VisDrone2019 UAV dataset show that the improved algorithm achieves a 5.9%, 4.5%, and 6.1% increase in detection precision, detection recall, and mean average precision, respectively, compared to the original algorithm. …”

Comparison diagram of detection accuracy. by Xinwei Wang (352488)

“…Experimental results on the VisDrone2019 UAV dataset show that the improved algorithm achieves a 5.9%, 4.5%, and 6.1% increase in detection precision, detection recall, and mean average precision, respectively, compared to the original algorithm. …”

AKConv module structure. by Xinwei Wang (352488)

“…Experimental results on the VisDrone2019 UAV dataset show that the improved algorithm achieves a 5.9%, 4.5%, and 6.1% increase in detection precision, detection recall, and mean average precision, respectively, compared to the original algorithm. …”

Target Sample Statistics of VisDrone2019. by Xinwei Wang (352488)

“…Experimental results on the VisDrone2019 UAV dataset show that the improved algorithm achieves a 5.9%, 4.5%, and 6.1% increase in detection precision, detection recall, and mean average precision, respectively, compared to the original algorithm. …”

YOLOv9c. by Xinwei Wang (352488)

“…Experimental results on the VisDrone2019 UAV dataset show that the improved algorithm achieves a 5.9%, 4.5%, and 6.1% increase in detection precision, detection recall, and mean average precision, respectively, compared to the original algorithm. …”

Bi-SCDown-FPN Structure Diagram. by Xinwei Wang (352488)

“…Experimental results on the VisDrone2019 UAV dataset show that the improved algorithm achieves a 5.9%, 4.5%, and 6.1% increase in detection precision, detection recall, and mean average precision, respectively, compared to the original algorithm. …”

Parameter Settings. by Xinwei Wang (352488)

“…Experimental results on the VisDrone2019 UAV dataset show that the improved algorithm achieves a 5.9%, 4.5%, and 6.1% increase in detection precision, detection recall, and mean average precision, respectively, compared to the original algorithm. …”

YOLOv7tiny. by Xinwei Wang (352488)

“…Experimental results on the VisDrone2019 UAV dataset show that the improved algorithm achieves a 5.9%, 4.5%, and 6.1% increase in detection precision, detection recall, and mean average precision, respectively, compared to the original algorithm. …”

LSKA Network Structure. by Xinwei Wang (352488)

“…Experimental results on the VisDrone2019 UAV dataset show that the improved algorithm achieves a 5.9%, 4.5%, and 6.1% increase in detection precision, detection recall, and mean average precision, respectively, compared to the original algorithm. …”