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Showing 1 to 3 of 3 for “"DeepLearning"”.

  1. Applications of Machine Learning to the Petrographic Analysis of Icelandic Gabbroic Xenoliths through Light, Electron and X-ray Microscopy

    … novel methods incorporating machine learning and deeplearning methods for use in petrographic analysis. The first of these chapters introduces adeep learning framework for the detection and segmentation of individual crystals fromoptical microscopy scans of thin sections; in this case focussing on …

    cambridge Repository record for Applications of Machine Learning to the Petrographic Analysis of Icelandic Gabbroic Xenoliths through Light, Electron and X-ray Microscopy (opens in a new tab)

  2. An end-to-end grading neural network for middle-school math problems

    Mathematics homework grading is a common real-world task where a human grader checks a student's solution to a math problem against the answer key and gives a score. This thesis proposes a deep-learning-powered grader that takes the place of the human grader. The task is formulated as a …

    uiuc Repository record for An end-to-end grading neural network for middle-school math problems (opens in a new tab)