Code and supplementary materials for the research paper titled 'Advancing Geological Image Segmentation: Deep Learning Approaches for Rock Type Identification and Classification', published in Applied Computing and Geosciences (Elsevier).
machine-learning deep-learning optimization cnn pytorch hyperparameter-optimization classification densenet rock transfer-learning inceptionv3 hyperparameter-tuning fine-tuning mobilenetv3 k-fold-cross-validation rock-classification efficientnetv2 optimal-hyperparameters rock-type geological-image-segmentation
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Updated
Sep 19, 2024 - Jupyter Notebook