Playing Around with NeRF Models and 2D Images
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Updated
Jan 7, 2024 - Python
Playing Around with NeRF Models and 2D Images
A concise PyTorch re-implementation of NeRF paper
Novel View Synthesis Using NeRF
Implementation of NeRF paper
This repository contains the code to my bachelors project. An analysis of NeRF literature with a focus on training speed, followed by experimentation to make quick convergence models more robust.
Custom integration of Neural Radiance Fields (NeRF) and Visual Simultaneous Localization and Mapping (VSLAM) based in NerfStudio.
[ICCV2023] CuNeRF: Cube-Based Neural Radiance Field for Zero-Shot Medical Image Arbitrary-Scale Super Resolution
Using Fourier Feature Embedding within Neural Radiance Fields on Procedural Noise Functions tasks with focus on Perlin Noise.
✭ MAGNETRON ™ ✭: This is a Google Colab/Jupyter Notebook for developing an IMAGINATION (A1) PROXIA when working with ARTIFICIAL INTELLIGENCE 2.0 ™ (ARTIFICIAL INTELLIGENCE 2.0™ is part of MAGNETRON ™ TECHNOLOGY).
Perform Differentiable Volume Rendering: Ray sampling from cameras, Point sampling along rays. Optimizing a basic implicit volume, Optimizing a Neural Radiance Field.
Implementation of the algorithms in the research paper iNeRF
Neural Radiance Field (NeRF) extension for Omniverse
[ICLR 2023] Light Sampling Field and BRDF Representation for Physically-based Neural Rendering
Direct-PoseNet: Absolute Pose Regression with Photometric Consistency (3DV 2021)
A simple 2D toy example to play around with NeRFs, implemented in pytorch-lightning. Repository can be used as a template to speed up further research on nerfs.
Utility for converting Nvidia Instant-NGP snapshots to JSON format.
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