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This thesis explores the integration of machine learning techniques to enhance the precision and efficiency of DLP 3D printing, specifically focusing on optimizing grayscale pixel allocation for improved shape accuracy and reduced printing errors. The study presents a novel data-driven approach to model training, validation, and practical applications, highlighting advancements in additive manufacturing.
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