Classification maps for the KSC dataset using 5% training samples. حسب Yuping Yin (3617510)

Classification maps for the IP dataset using 5% training samples. حسب Yuping Yin (3617510)

Overview of the proposed machine learning pipeline for optimizing water quality classification using bDTOPRS, including preprocessing, feature selection, model training, and perfor... حسب Amal H. Alharbi (21755906)

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Comparative classification performance using VGG, ResNet, and ViT models, with each model applied in two different training approaches on segmented cells: trained from scratch and... حسب Oriana Presacan (22232246)

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Classification maps for the WHLK dataset using 0.2% training samples. حسب Yuping Yin (3617510)

Comparison of model performance across multiple runs. حسب Ebrahim Parcham (20700216)

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Accuracy in CIFAR-100 dataset and comparison with other methods. حسب Ebrahim Parcham (20700216)

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Accuracy in ImageNet 1K dataset and comparison with another methods train with (Visual Genome, ImageNet). حسب Ebrahim Parcham (20700216)

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Accuracy in Visual Genome dataset to recognize scene features and relationships. حسب Ebrahim Parcham (20700216)

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Relationships in a scene: Objects, people, and positions in the image provided in Fig 4. حسب Ebrahim Parcham (20700216)

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Comparison of deep learning models on ImageNet 1K dataset: Parameters, accuracy, and inference time. حسب Ebrahim Parcham (20700216)

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Analyzing misclassification in ImageNet 1K dataset: Insights from 20 randomly selected errors. حسب Ebrahim Parcham (20700216)

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Exemplars of image content extraction using our network (Man standing in front of car near woman) [48]. حسب Ebrahim Parcham (20700216)

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Selected examples from the ImageNet-Hard dataset. حسب Ebrahim Parcham (20700216)

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Fig 10 - حسب Ebrahim Parcham (20700216)

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Accuracy in Flowers-102 dataset and comparison with other methods. حسب Ebrahim Parcham (20700216)

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Architecture for updating hybrid feature extraction in HybridBranchNetV2. حسب Ebrahim Parcham (20700216)

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Fig 8 - حسب Ebrahim Parcham (20700216)

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Accuracy in ImageNet 1K train model with Visual Genome. حسب Ebrahim Parcham (20700216)

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Exemplars of image content extraction using our network normalize heatmap. حسب Ebrahim Parcham (20700216)

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