Shypd.aiThe largest open index of AI toolsStructure_knowledge_distillation is an open-source research tool that provides official code for structured knowledge distillation. It is designed for semantic segmentation and dense prediction tasks, offering methods for pixel-wise and pair-wise distillation.
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Structure_knowledge_distillation is an open-source repository providing the official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation' (CVPR 2019 ORAL) and its extension to other dense prediction tasks. This tool facilitates the transfer of structured knowledge from a larger, more complex teacher model to a smaller, more efficient student model. It includes implementations for pixel-wise, pair-wise, and holistic distillation methods, demonstrating improved performance on tasks like semantic segmentation, object detection, and depth estimation. The repository offers pre-trained models and detailed instructions for compiling and running tests, making it a valuable resource for researchers and practitioners in the field of computer vision.
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