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taichi-dev/taichi-nerfs

A PyTorch + Taichi implementation of instant-ngp NeRF training pipeline for 3D neural scene reconstruction.

828 stars Python Computer VisionML Frameworks
taichi-nerfs
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This repository provides implementations of Neural Radiance Field (NeRF) variants combining Taichi and PyTorch. It reproduces the instant-ngp training pipeline for synthesizing 3D scenes from 2D images. The project supports training on synthetic NeRF datasets and custom video input processed through COLMAP, with GPU acceleration and interactive GUI visualization during training.

Frequently asked

What is taichi-dev/taichi-nerfs?
A PyTorch + Taichi implementation of instant-ngp NeRF training pipeline for 3D neural scene reconstruction.
Is taichi-nerfs open source?
Yes — taichi-dev/taichi-nerfs is open source, released under the Apache-2.0 license.
What language is taichi-nerfs written in?
taichi-dev/taichi-nerfs is primarily written in Python.
How popular is taichi-nerfs?
taichi-dev/taichi-nerfs has 828 stars on GitHub.
Where can I find taichi-nerfs?
taichi-dev/taichi-nerfs is on GitHub at https://github.com/taichi-dev/taichi-nerfs.

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