Neural Radiance field
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Karachi
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Description
Experience Level: Entry
I seek a capable programmer to optimize code for Neural Radiance Field applications. The goal is to separate the existing PyTorch implementation into discrete training and inference modules for improved efficiency and deployment flexibility. Key tasks include refactoring the model and dataset code, designing clean APIs for the new modules, and testing the decoupled implementation matches original performance. Experience with graphics related deep learning, 3D representations, and PyTorch is preferred. The source is an open sourced academic project of interest for applications like novel view synthesis and 3D reconstruction. Candidates should demonstrate expertise in software architecture and optimization. Refactoring complex deep learning repos requires strong Python skills as well as understanding of underlying algorithms. This project aims to advance the capabilities of the NGP technique while preserving an accessible codebase for the research community. Willingness to engage in brief technical discussions is appreciated.
Jeffrey E.
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Last project
27 Apr 2024
United States
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