
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...
03/06/2026
SES and Viva, Mexico's ultra low-cost airline, have launched multi-orbit satellite inflight connectivity on Viva's Airbus aircraft. A total of 60 A320s ...
03/06/2026
The College Football Playoff, ESPN, and TNT Sports have announced kick times and...
03/06/2026
RED Digital Cinema will exhibit at Cine Gear Expo 2026 (Booth 33, June 5-6, Universal Studios Lot), hosting three panels and hands-on product demonstrations.
P...
03/06/2026
Roku has announced the Soccer Zone, a dedicated hub for FIFA World Cup 2026 content available across the United States, Canada, Mexico, Brazil, Colombia, Argent...
03/06/2026
Liverpool FC and Wasabi Technologies have announced a multi-year extension of their partnership, with Wasabi continuing as the club's official cloud storage...
03/06/2026
Grass Valley has announced that Australian News Channel (ANC), operator of Sky News Australia, has deployed Grass Valley AMPP as part of the relocation of its n...
03/06/2026
The Riedel Group has announced the appointment of Gudrun Scharler as CEO of Riedel Networks. She succeeds Michael Martens, who has led Riedel Networks since 201...
03/06/2026
Clear-Com has announced the deployment of its intercom solutions at Itaka Arena ...
03/06/2026
Scott Coker has announced six senior executive appointments for his new global MMA promotion, which launched earlier this year with $60 million in financing. Ad...
03/06/2026
Telemundo, the exclusive Spanish-language home of the FIFA World Cup 2026, has announced its digital and social media programming for the tournament, running Ju...
03/06/2026
The Bundesliga has announced the launch of Captain, an AI assistant built into t...
03/06/2026
Anthony James Partners (AJP) is serving as technology consultant for a moderniza...
03/06/2026
Audio-Technica has announced the recipients of its annual sales rep firm awards for the 2025-26 fiscal year. The awards were presented by Jim Schanz, Executive ...
03/06/2026
iodyne will exhibit at Cine Gear Expo 2026 alongside RED Digital Cinema and Adob...
03/06/2026
The broadcaster will deploy 39 cameras for game coverage, six cameras for studio...
03/06/2026
The 2026 FIFA World Cup is providing a great opportunity for not only Fox Sports...
03/06/2026
Sony Electronics is introducing the SRG-AS10, a 4K 60p compatible PTZ Auto Framing camera that uses Sony's proprietary AI to automatically recognize and tra...
03/06/2026
Game Creek Video's Flagship A, B, C, and D unit will wind up its first year ...
03/06/2026
According to Caretta Research, the sports-rights market may be hitting the brake...
03/06/2026
Retrieval still courtesy of Tribeca.
By Jessica Herndon
This year, the Tribeca...
03/06/2026
Step sequencer-style panning tool revealed
Alongside their flagship self-titled sound-design platform, Sound Particles offer an array of creative effects an...
03/06/2026
Now features full H90 algorithm library
Eventide have announced the upcoming launch of the H9 Harmonizer Gen 2, a new and improved version of their hugely p...
03/06/2026
Significant discount available until 1 October 2026
Aim Audio have just announced a promotion that sees a significant discount applied to their Essence micr...
03/06/2026
Clarification: SBS's position on definitions of antisemitism
3 June, 2026
Media releases
Statement by Mandi Wicks, SBS Director of News and Current Aff...
03/06/2026
Rohde & Schwarz to supply CERTIUM advanced communications system to Memmingen Ai...
03/06/2026
eds3_5_jq(document).ready(function($) { $(#eds_sliderM519).chameleonSlider_2_1({...
03/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/06/2026
For more than three decades, Re-recording Mixer Andrew Wilson, AMPS, CAS, has helped bring the natural world to the screen with exceptional audio enjoyed by mil...
03/06/2026
Telestream, a global leader in media workflow technologies, will showcase its latest innovations for modern AV production environments at InfoComm 2026 (Booth N...
03/06/2026
DPA Microphones will present a comprehensive portfolio of integrated audio solutions designed to meet the evolving needs of today's professional AV environm...
03/06/2026
Lightware announces the GVN-HC-TX220AP, a new transmitter in the Gemini GVN 1G AV-over-IP family that introduces full-featured USB-C for professional 1Gb AV-ove...
03/06/2026
Evergent, the customer management and monetization leader for streaming and digital subscription businesses, and Minno, the global leader in faith-based content...
03/06/2026
Alfalite, Europe's only LED display manufacturer, has completed a new broadcast installation with the deployment of two UHD Finepix 1.5 MATIX AlfaCOB LED di...
03/06/2026
Broadcast Solutions, a leading systems integrator and provider of innovative solutions for the broadcast media industry, is completing a contract to build eight...
03/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/06/2026
Creamsource, known for its tried-and-true Vortex Series of cinematic lighting, has announced the Vortex2 (V2) and Vortex2 Soft (V2S), two compact additions to t...
03/06/2026
Do not read this media release! Andy Lee's smash-hit show returns to ABC thi...
03/06/2026
Faster, More Flexible AI Matting Fuels Boris FX Silhouette
Jessie Electa Petrov June 2, 2026
0 Comments
The 2026 release helps artists tackle complex ...
03/06/2026
La T l 's National League Hockey Expansion Powered by Blackmagic Design
Brie Clayton June 2, 2026
0 Comments
Blackmagic Videohub 120 120 12G provi...