Table 1_Artificial intelligence in cataract grading system: a LOCS III-based hybrid model achieving high-precision classification.xlsx حسب Gege Tang (22211797)

Comparison of segmentation outcomes between pre-trained and fine-tuned MedSAM, DeepLabV3+, and U-Net++ models applied to cropped cell images using bounding boxes. حسب Oriana Presacan (22232246)

Image preprocessing results of rhinoceros images (original, grayscale, threshold segmentation, and mean filtering). حسب Manqi Li (22633830)

Data Sheet 1_Efficient tree species classification using machine and deep learning algorithms based on UAV-LiDAR data in North China.docx حسب Hanyu Zhang (1425250)

"…Introduction<p>The unmanned aerial vehicle -based light detection and ranging (UAV-LiDAR) can quickly acquire the three-dimensional information of large areas of vegetation, and has been widely used in tree species classification.</p>Methods<p>UAV-LiDAR point clouds of Populus alba, Populus simonii, Pinus sylvestris, and Pinus tabuliformis from 12 sample plots, 2,622 tree in total, were obtained in North China, training and testing sets were constructed through data pre-processing, individual tree segmentation, feature extraction, Non-uniform Grid and Farther Point Sampling (NGFPS), and then four tree species were classified efficiently by two machine learning algorithms and two deep learning algorithms.…"

Illustration of the process for extracting stem skeleton points. حسب Qi Yikai (22298207)

The illustration of the core idea of DACB-PolarMix. حسب Bo Liu (127343)

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The visualization of a 3D point cloud. حسب Bo Liu (127343)

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The illustration of instance-level operation of PolarMix. حسب Bo Liu (127343)

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Minimal Dateset. حسب Hongwei Yue (574068)

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Clustering results of resident feature dimensions by income group. حسب Hongwei Yue (574068)

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Overall Framework of the PSO-KM Model. حسب Hongwei Yue (574068)

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Overall Framework of the PSO-KM Model. حسب Hongwei Yue (574068)

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Loss Function Comparison. حسب Hongwei Yue (574068)

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Comparative Results of Different Models. حسب Hongwei Yue (574068)

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Clustering results of resident feature dimensions. حسب Hongwei Yue (574068)

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Loss Function Comparison. حسب Hongwei Yue (574068)

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Proposed methodology. حسب Puneet Thapar (21464240)

"…The classification phase is then handled using the R-CNN algorithm. …"

Schematic of the skin cancer detection technique. حسب Puneet Thapar (21464240)

"…The classification phase is then handled using the R-CNN algorithm. …"

ROC curves for the overall cases. حسب Puneet Thapar (21464240)

"…The classification phase is then handled using the R-CNN algorithm. …"

ROC curves for the Melanoma case. حسب Puneet Thapar (21464240)

"…The classification phase is then handled using the R-CNN algorithm. …"