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AUTOMATED PIXEL-WISE LABELING OF ROCK CUTTINGS BASED ON CONVOLUTIONAL NEURAL NETWORK-BASED EDGE DETECTION
AUTOMATED PIXEL-WISE LABELING OF ROCK CUTTINGS BASED ON CONVOLUTIONAL NEURAL NETWORK-BASED EDGE DETECTION
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机译:基于卷积神经网络的边缘检测的岩石扦插自动像素 - 明智标记
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摘要
A method, workflow and system for automated classification of rock cuttings based on two tasks: (i) pixel-wise labeling of rock cutting images based on a convolutional neural network-based edge detection scheme; and (ii) training a general purpose deep learning model for classification of heterogeneous rock cutting mixtures based on the underlying texture.
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