CNN Model Architecture. by Mudhafar Jalil Jassim Ghrabat (22177655)

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Flowchart of Proposed SMO_CNN. by Mudhafar Jalil Jassim Ghrabat (22177655)

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CNN Model Layers Summary. by Mudhafar Jalil Jassim Ghrabat (22177655)

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Performance Results of Proposed SMO_CNN Model. by Mudhafar Jalil Jassim Ghrabat (22177655)

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Comparison Of Performance at Different Optimizers and Learning Rates. by Mudhafar Jalil Jassim Ghrabat (22177655)

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Sex-biased model performance on a sex-balanced dataset. by M. Mendez (6624953)

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Confusion Metrices: (a) Without normalized (b) Normalized. by Mudhafar Jalil Jassim Ghrabat (22177655)

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Confusion Matrix with a Description of the 4 Quadrants for Our Case. by Mudhafar Jalil Jassim Ghrabat (22177655)

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Table 1_UrbanAgri: a transfer learning-based plant stress identification framework for sustainable smart urban growth.xlsx by Upinder Kaur (10805317)

“…This paper will suggest a new deep learning model that integrates ResNet101 and the Sparrow Search Optimization (SSO) algorithm to identify plant stress in urban agriculture environments. …”

Data Sheet 2_UrbanAgri: a transfer learning-based plant stress identification framework for sustainable smart urban growth.pdf by Upinder Kaur (10805317)

“…This paper will suggest a new deep learning model that integrates ResNet101 and the Sparrow Search Optimization (SSO) algorithm to identify plant stress in urban agriculture environments. …”

Data Sheet 1_UrbanAgri: a transfer learning-based plant stress identification framework for sustainable smart urban growth.zip by Upinder Kaur (10805317)

“…This paper will suggest a new deep learning model that integrates ResNet101 and the Sparrow Search Optimization (SSO) algorithm to identify plant stress in urban agriculture environments. …”

CNN model. by Longfei Gao (698900)

“…According to the experimental results, when the grinding depth increases to 21 μm, the average training loss of the model further decreases to 0.03622, and the surface roughness Ra value significantly decreases to 0.1624 μm. …”

Decrease in loss during the training process. by Muhammad Idrees (92773)

Mask R-CNN training loss graph. by Dennis Dennis (20490126)

“…The reported scale and decreased to a value close to 0 indicates that the model has effectively learned from the training data, enabling it to recognize object shapes and make accurate classifications.…”

Loss of MAP4K4 expression causes a decrease in the number of neutrophils. by Guihua Wang (286390)

Grad-CAM heatmaps showing model focus in sex-biased synovial recess distension detection. by M. Mendez (6624953)

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Grad-CAM heatmaps showing model focus in sex-biased synovial recess distension detection. by M. Mendez (6624953)

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Imbalanced Dataset Distribution. by Mudhafar Jalil Jassim Ghrabat (22177655)

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Data Preprocessing Steps for IDC Dataset. by Mudhafar Jalil Jassim Ghrabat (22177655)

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IDC Breast Cancer Dataset Descriptions. by Mudhafar Jalil Jassim Ghrabat (22177655)

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