Shypd.aiThe largest open index of AI toolsngp_pl is an open-source Coding & Development tool that provides an Instant-ngp implementation in PyTorch+CUDA. It offers high quality and speed with few lines of legible code, facilitating future research in NeRF-related methods.
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About
ngp_pl is an open-source project that implements Instant-ngp using PyTorch and CUDA, trained with PyTorch-Lightning. It aims to provide a concise PyTorch interface for researchers, offering high-quality results at high speeds. The tool supports various datasets including NSVF, NeRF++, Colmap, and RTMV data, with clear instructions for installation and training. It also includes a GUI for usage and provides benchmarks comparing its performance against other implementations like torch-ngp and the original Instant-ngp paper, demonstrating competitive PSNR and FPS metrics. The project emphasizes legibility and ease of use for future research.
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Free
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