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Investigations on the inference optimization techniques and their impact on multiple hardware platforms for Semantic Segmentation
In this work, the task of pixel-wise semantic segmentation in the context of self-driving with a goal to reduce the inference time is explored.
A Neural Network Based Method to Solve Boundary Value Problems
A Neural Network (NN) based numerical method is formulated and implemented for solving Boundary Value Problems (BVPs) and numerical results are presented to validate this method by solving Laplace equation with Dirichlet boundary condition and Poisson's equation with mixed boundary conditions.
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