
Editor's note: This post is part of the AI Decoded series, which demystifies AI by making the technology more accessible, and which showcases new hardware, software, tools and accelerations for RTX PC users.
Imagine a gorgeous vista, like a cliff along the water's edge. Even as a 2D image, the scene would be beautiful and inviting. Now imagine exploring that same view in 3D - without needing to be there.
NVIDIA RTX technology-powered AI helps turn such an imagination into reality. Using Instant NeRF, creatives are transforming collections of still images into digital 3D scenes in just seconds.
Simply Radiant A NeRF, or neural radiance field, is an AI model that takes 2D images representing a scene as input and interpolates between them to render a complete 3D scene. The model operates as a neural network - a model that replicates how the brain is organized and is often used for tasks that require pattern recognition.
Using spatial location and volumetric rendering, a NeRF uses the camera pose from the images to render a 3D iteration of the scene. Traditionally, these models are computationally intensive, requiring large amounts of rendering power and time.
A recent NVIDIA AI research project changed that.
Instant NeRF takes NeRFs to the next level, using AI-accelerated inverse rendering to approximate how light behaves in the real world. It enables researchers to construct a 3D scene from 2D images taken at different angles. Scenes can now be generated in seconds, and the longer the NeRF model is trained, the more detailed the resulting 3D renders.
NVIDIA researchers released four neural graphics primitives, or pretrained datasets, as part of the Instant-NGP training toolset at the SIGGRAPH computer graphics conference in 2022. The tools let anyone create NeRFs with their own data. The researchers won a best paper award for the work, and TIME Magazine named Instant NeRF a best invention of 2022.
In addition to speeding rendering for NeRFs, Instant NeRF makes the entire image reconstruction process accessible using NVIDIA RTX and GeForce RTX desktop and laptop GPUs. While the time it takes to render a scene depends on factors like dataset size and the mix of image and video source content, the AI training doesn't require server-grade or cloud-based hardware.
NVIDIA RTX workstations and GeForce RTX PCs are ideally suited to meet the computational demands of rendering NeRFs. NVIDIA RTX and GeForce RTX GPUs feature Tensor Cores, dedicated AI hardware accelerators that provide the horsepower to run generative AI locally.
Ready, Set, Go Get started with Instant NeRF to learn about radiance fields and experience imagery in a new way.
Developers and tech enthusiasts can download the source-code base to compile. Nontechnical users can download the Windows installers for Instant-NGP software, available on GitHub.
While the installer is available for a wide range of RTX GPUs, the program performs best on the latest-architecture GeForce RTX 40 Series and NVIDIA RTX Ada Generation GPUs.
The Getting Started With Instant NeRF guide walks users through the process, including loading one of the primitives, such as NeRF Fox, to get a sense of what's possible. Detailed instructions and video walkthroughs - like the one above - demonstrate how to create NeRFs with custom data, including tips for capturing good input imagery and compiling codebases (if built from source). The guide also covers using the Instant NeRF graphical user interface, optimizing scene parameters and creating an animation from the scene.
The NeRF community also offers many tips and tricks to help users get started. For example, check out the livestream below and this technical blog post.
Show and Tell Digital artists are composing beautiful scenes and telling fresh stories with NVIDIA Instant NeRF. The Instant NeRF gallery showcases some of the most innovative and thought-provoking examples, viewable as video clips in any web browser.
Here are a few:
Through the Looking Glass by Karen X. Cheng and James Perlman A pianist practices her song, part of her daily routine, though there's nothing mundane about what happens next. The viewer peers into the mirror, a virtual world that can be observed but not traversed; it's unreachable by normal means. Then, crossing the threshold, it's revealed that this mirror is in fact a window into an inverted reality that can be explored from within. Which one is real?
https://blogs.nvidia.com/wp-content/uploads/2024/04/studio-ai-decoded-karenx-v9-1280x680-1.mp4
Meditation by Franc Lucent As soon as they walked into one of many rooms in Nico Santucci's estate, Lucent knew they needed to turn it into a NeRF. Playing with the dynamic range and reflections in the pond, it presented the artist with an unknown exploration. They were pleased with the softness of the light and the way the NeRF elevates the room into what looks like something out of a dream - the perfect place to meditate. A NeRF can freeze a moment in a way that's more immersive than a photo or video.
https://blogs.nvidia.com/wp-content/uploads/2024/04/studio-ai-decoded-franc-lucent-meditation-1280x680-1.mp4
Zeus by Hugues Bruy re These rendered 3D scenes with Instant NeRF use the data Bruy re previously captured for traditional photogrammetry using mirrorless digital cameras, smartphones, 360-degree cameras and drones. Instant NeRF gives him a powerful tool to help preserve and share cultural artifacts through online libraries, museums, virtual-reality experiences and heritage-conservation projects. This NeRF was trained using a dataset of photos taken with an iPhone at the Royal Ontario Museum.
https://blogs.nvidia.com/wp-content/uploads/2024/04/studio-ai-decoded-hugues-zeus-1280x680-1.mp4
From Image to Video to Reality Transforming images into a 3D scene with AI is cool. Stepp
Most recent headlines
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
04/08/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
04/07/2026
April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...
01/06/2026
January 6 2026, 05:30 (PST) Dolby Sets the New Standard for Premium Entertainment at CES 2026
Throughout the week, Dolby brings to life the latest innovatio...
04/05/2026
just:play pro 2026 and just:live pro 2026 are available to download!
More Details:At NAB 2026, ToolsOnAir showcased just:play pro 2026 and just:live pro 2026, ...
04/05/2026
just:in mac pro 2026 - The Next Level of Professional Recording on macOS
More Details:The headline innovation in just:in mac pro 2026 is the new Auto format si...
04/05/2026
Hardware is still an emphasis - Supershooter 11 is new, and REMI-based 65 is in ...
04/05/2026
Head of International Business Development Min Joo Kim explores the league's...
04/05/2026
Audio-Technica has announced that its ATND1061 ceiling array microphone and ATUC...
04/05/2026
Triple B Media has launched Bowling TV, a free ad-supported television (FAST) channel dedicated to bowling. The channel is available on Prime Video, LG Channels...
04/05/2026
PlayMetrics, a provider of operations management software for youth sports organizations, has announced the completion of its acquisition of substantially all t...
04/05/2026
IHSE GmbH has announced that Dr. Thomas Niessen has joined as CEO and Managing Director, effective May 1, 2026. He joins Frank Breitenfelder, who has served as ...
04/05/2026
PMY Group deployed its AI-powered crowd intelligence platform, Optic, at the For...
04/05/2026
Behind The Mic provides a roundup of recent news regarding on-air talent, includ...
04/05/2026
Last week, guests gathered in New York City for On Air, In Style: An Evening with Spotify-a night of conversation, culture, and connection celebrating the inter...
04/05/2026
New music & post-production features added
Avid's latest DAW update delivers an array of helpful features aimed at both music and post-production users,...
04/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
04/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
04/05/2026
Student Spotlight: Joshua Griffin The New Orleans native, who was named the 2026 student commencement speaker for Boston Conservatory at Berklee, talks about ...
04/05/2026
It's Andrew! stomps onto screens this June 4 May 2026
The ABC and Screen Australia are delighted to announce that brand new preschool series, It's Andr...
03/05/2026
Polysynth now features Mutable Instruments' macro oscillators
Melbourne Instruments have just released a free firmware update that brings the engine beh...
03/05/2026
Introducing the new Mistika Workflows Suite: transformative and cost-effective f...
03/05/2026
Introducing the new Mistake Workflows Suite: transformative and cost-effective f...
03/05/2026
Back to All News
Filming begins on the third and final season of Breathless
Entertainment
03 May 2026
GlobalSpain
Link copied to clipboard
Discover the vi...
02/05/2026
(L-R) Dustin Hoffman and Leo Woodall appear in Tuner by Daniel Roher, an official selection of the 2026 Sundance Film Festival. (Photo courtesy of Sundance In...
02/05/2026
Versatile re-amping tool announced
Warm Audio are best known for their recreations of sought-after vintage studio gear, but their latest release brings a ne...
02/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/05/2026
Scripps Research immunologist Dennis Burton elected to American Academy of Arts and Sciences A leader in broadly neutralizing antibodies, Burton has helped driv...
02/05/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
01/05/2026
Ratings Roundup is a rundown of recent rating news and is derived from press rel...
01/05/2026
BKB Bare Knuckle Boxing ( BKB ), today announced the appointment of Will Wright ...
01/05/2026
Lawo has been at the center of the industry's transition to IP and other next-generation technologies. At NAB 2026, its story was the Edge One AV stagebox, ...
01/05/2026
HBA Media, acting on behalf of NBC Sports and Churchill Downs Incorporated, has announced broadcast and streaming distribution for Kentucky Derby 152, taking pl...
01/05/2026
By Bailey Pennick
One of the most exciting things about the Sundance Film Festi...
01/05/2026
Florals for spring? Groundbreaking. But a playlist that tells you which The Devi...
01/05/2026
One of the world's biggest popstars is headed to El Cl sico. Later this mont...
01/05/2026
Limited-edition model celebrates 15th anniversary
Heritage Audio's range of monitor controllers has just gained a new member, the Baby RAM Black Edition...
01/05/2026
Dumble recreation now available as UAD plug-in
Along with their renowned processing plug-ins, Universal Audio have been steadily introducing emulations of c...
01/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/05/2026
To celebrate the opening of its new showroom and office, Lightware UK hosted a dedicated launch event at the new London location. The event welcomed partners, c...
01/05/2026
Choice without compromise
The broadcast industrys transformation is accelerating, and traditional broadcasters are having to fundamentally reinvent how they o...
01/05/2026
Beam Dynamics will return to MPTS 2026 with its asset intelligence platform, helping systems integrators, live production teams, media facilities and profession...
01/05/2026
Best-in-class UX design and rapid, scalable delivery for next-generation viewing experiences
Leading video software provider, Synamedia, today announced a coll...
01/05/2026
Compact new cforce MAX lens motor brings unrivaled speed and responsiveness to t...
01/05/2026
Panavision welcomes Fritz Heinzle as Vice President of Sales
Brie Clayton May 1, 2026
0 Comments
Heinzle will support Panavision's global growth s...