An educational implementation of Instant NGP NeRF using JAX and Numba instead of custom CUDA kernels.
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Updated
Jun 7, 2024 - Python
An educational implementation of Instant NGP NeRF using JAX and Numba instead of custom CUDA kernels.
Makes creating a Nerf, simple and easy on windows machines
Simple semi-automated installation for NVIDIA's instant-ngp NeRF on Windows 10 and 11.
Thesis Code Repository on high frequency ray intersection (points,view dirs) feature map embedding Networks to improve Neural Surface Reconstruction convergence based on IDR project. Let Controlled Neural Level Sets Learn High Frequency Content
A text guided 3D model generation model & application. An implemntation of DreamFusion approach with UIs.
A pre-configured instant-ngp workspace that includes helpful scripts for getting started with NeRF training.
Wall clock image dataset for NeRF
Pipeline for training multiple Instant-NGP NeRF model using transfer learning, and rendering dynamic scene based on your own view pose.
A novel way to view items for sale!
🎉 [CVPR 2024] Pytorch implementation of 'Har Far Can We Compress Instant-NGP Based NeRF?'
Code for "Accurate Differential Operators for Hybrid Neural Fields"
Dive into cutting-edge FusionSLAM, where SuperPoint, SuperGlue, Neural Depth Estimation, and Instant-NGP converge, elevating Monocular SLAM to unparalleled precision and performance. Redefining mapping, localization, and reconstruction in a single camera setup.
JAX implementation of instant-ngp (NeRF part)
Instant NeRF for depth/3d shape estimation of transparent objects
Nerf and extensions in all
The official implementation of the paper Seal-3D: Interactive Pixel-Level Editing for Neural Radiance Fields, the first interactive pixel-level NeRF editing tool.
INSTA - Instant Volumetric Head Avatars [Demo]
torch version of instant-ngp, image rendering
"Structure-Aware Sparse-View X-ray 3D Reconstruction" (CVPR 2024)
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