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Image Search Results
Journal: Scientific Reports
Article Title: Localization and Classification of Paddy Field Pests using a Saliency Map and Deep Convolutional Neural Network
doi: 10.1038/srep20410
Figure Lengend Snippet: The errors were computed over 3 epochs, of which each has 20000 iterations. Both learning processes used the same local receptive fields and drop ratio. The two loss functions were associated with a large L2-norm weight decay constant 0.005 (larger than that used in AlexNet ), which has proved to be useful for improving generalization of neural networks . Under these settings, softmax and hinge respectively achieved 0.932 and 0.891 in validation accuracy.
Article Snippet:
Techniques: Biomarker Discovery
Journal: Scientific Reports
Article Title: Localization and Classification of Paddy Field Pests using a Saliency Map and Deep Convolutional Neural Network
doi: 10.1038/srep20410
Figure Lengend Snippet: Comparison of DCNNs with other methods on the same dataset.
Article Snippet:
Techniques: Comparison
Journal: Bioengineering
Article Title: EnsemDeepCADx: Empowering Colorectal Cancer Diagnosis with Mixed-Dataset Features and Ensemble Fusion CNNs on Evidence-Based CKHK-22 Dataset
doi: 10.3390/bioengineering10060738
Figure Lengend Snippet: Architecture of the Convolutional Neural Network (CNN) AlexNet.
Article Snippet: The feature fusion dataset is created by combining these features with the RGB features from the original dataset; The
Techniques:
Journal: Computational Intelligence and Neuroscience
Article Title: Acceleration of Deep Neural Network Training Using Field Programmable Gate Arrays
doi: 10.1155/2022/8387364
Figure Lengend Snippet: The accuracy comparison for AlexNet model.
Article Snippet: It achieves 203.75 GOPS on Terasic DE1 SoC with the
Techniques: Comparison