Learning Resources

A collection of learning resources for NeRF-or-Nothing.

Table of Contents

1. NeRF
2. Structure from motion
3. Web Servers

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Neural Radiance Fields - NeRF

What is a NeRF?

• A Gentle Introduction
• Original NeRF project
• Great video explanation by Yannic Kilcher
• NeRF Explosion 2020
• NeRF example and code walk through in Keras
• Building a NeRF from scratch in pytorch

Current State of NeRF

Research paper Collections

• https://paperswithcode.com/method/nerf
• https://github.com/visonpon/New-View-Synthesis
• https://github.com/yenchenlin/awesome-NeRF (slightly out of date)

Individual papers

• Original paper

Misc NeRF projects

Deeper research paper analysis

What will be used in this project

Right now the plan is to create an API to potentially integrate multiple NeRF back ends into the web server. Research is being done into which NeRF method will be fast enough

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Structure From Motion - SFM

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Web Servers

This project will use Flask with python for the web server

What is a webserver?