Marktechpost

FEBRUARY 24, 2024

To address these challenges, researchers have introduced a novel method focusing on unbounded scenes using only RGB images. Existing neural SLAM methods often rely on RGB-D input which leads to inaccurate scale reconstruction or scale drift in large scenes. If you like our work, you will love our newsletter.

ML 100

ML Computer Vision Artificial Intelligence Artificial Intelligence 100

Analytics Vidhya

FEBRUARY 15, 2021

The post Introduction to Tensorflow 3D for 3D Scene Understanding by Google AI appeared first on Analytics Vidhya. ArticleVideos Overview Google AI has introduced Tensorflow 3D, designed to bring 3D deep learning capabilities into TensorFlow. The library can be used for state-of-the-art 3D.

Deep Learning 232

Deep Learning AI AI Computer Vision 232

Marktechpost

DECEMBER 16, 2023

NVFi tackles the intricate challenge of comprehending and predicting the dynamics within 3D scenes evolving over time, a task critical for applications in augmented reality, gaming, and cinematography. The dynamic nature of 3D scenes poses a profound computational challenge.

Neural Network 115

Neural Network AI AI AI Researcher 115

Marktechpost

NOVEMBER 19, 2023

UrbanGIRAFFE, an approach proposed by researchers from Zhejiang University for photorealistic image synthesis, is introduced for controllable camera pose and scene contents. However, existing methods are limited to object-centric scenes and need help with urban scenes, hindering free camera viewpoint control and scene editing.

AI Researcher 114

AI Researcher AI Research ML AI 114

Marktechpost

JANUARY 4, 2024

Neural View Synthesis (NVS) poses a complex challenge in generating realistic 3D scenes from multi-view videos, especially in diverse real-world scenarios. The limitations of current state-of-the-art (SOTA) NVS techniques become apparent when faced with variations in lighting, reflections, transparency, and overall scene complexity.

Deep Learning 119

Deep Learning AI AI AI Researcher 119

Marktechpost

FEBRUARY 25, 2024

Central to this endeavor is the technological prowess in 3D scene reconstruction and novel view synthesis, where the sparse data from Light Detection and Ranging (LiDAR) systems play a pivotal role.

ML 93

ML Artificial Intelligence Artificial Intelligence Machine Learning 93

Marktechpost

DECEMBER 3, 2023

Although these approaches yield interesting results for individual items, scaling them up to generate textures for a scene still presents several difficulties. Because of this, prior text-driven approaches are unable to produce 3D scene textures of a high caliber. If you like our work, you will love our newsletter.

Computer Vision 116

Computer Vision Algorithm Robotics AI 116

Marktechpost

OCTOBER 6, 2023

Capturing and encoding information about a visual scene, typically in the context of computer vision, artificial intelligence, or graphics, is called Scene representation. The representations must be scalable and efficient to maintain the scene’s volume and the duration of the robot’s operation.

Robotics 116

Robotics Computer Vision Artificial Intelligence Artificial Intelligence 116

Marktechpost

DECEMBER 9, 2023

This research paper from Google Research and UC Berkeley introduces “NeRFiller,” a novel approach for 3D inpainting, which addresses the challenge of reconstructing incomplete 3D scenes or objects often missing due to reconstruction failures or lack of observations.

Artificial Intelligence 102

Artificial Intelligence Artificial Intelligence AI AI 102

Marktechpost

JULY 4, 2023

They emerged as a groundbreaking technique and enabled the reconstruction and synthesis of novel views of a scene. The neural networks in NeRFs learn to represent the complex relationship between scene geometry, lighting, and view-dependent appearance, allowing for highly detailed and realistic scene reconstructions.

Neural Network 109

Neural Network AI Modeling Computer Vision AI 109

NVIDIA

JANUARY 30, 2024

This week’s featured In the NVIDIA Studio 3D artist Brandon Tieh puts his artistic talents on full display with his whimsical scene Magic Valley. An array of colors — from bright crimson to hushed blues and lush greens — help set the mood of the vivid scene, which took inspiration from Tieh’s love for video games, anime and manga.

Explainability 81

Explainability AI AI Artificial Intelligence 81

Marktechpost

DECEMBER 3, 2023

NeRF represents scenes as continuous 3D volumes. Instead of discrete 3D meshes or point clouds, it defines a function that calculates color and density values for any 3D point within the scene. They have extensively tested compact 3D Gaussian representation on various datasets, including real and synthetic scenes.

Neural Network 100

Neural Network AI AI AI Researcher 100

NVIDIA

AUGUST 8, 2023

Picture this: Creators can quickly create and customize 3D scene backgrounds with the help of generative AI , thanks to cutting-edge tools from Shutterstock. This allows more time to work on hero 3D assets, which are the primary assets of a 3D scene that viewers will focus on.

Generative AI 63

Generative AI AI AI AI Modeling 63

Marktechpost

DECEMBER 2, 2023

The current mesh, however, is mostly the output of talented 3D modelers using CAD software, which hinders the ability to mass-produce large-scene meshing. So, a prominent topic in the 3D reconstruction community is developing an efficient mesh approach capable of real-time scene reconstruction, especially for big scenes.

Robotics 106

Robotics AI AI Algorithm 106

Towards AI

JULY 20, 2023

Results examples on generating bedroom scenes with its attention maps. Last Updated on July 20, 2023 by Editorial Team Author(s): Louis Bouchard Originally published on Towards AI. They basically leverage transformers’ attention mechanism in the powerful StyleGAN2 architecture to make it even more powerful! Image from: Drew A. Hudson and C.

AI 79

AI AI Machine Learning Artificial Intelligence 79

Marktechpost

NOVEMBER 3, 2023

In response, researchers have introduced the Davidsonian Scene Graph (DSG), an automatic QG/A framework inspired by formal semantics. The post Meet Davidsonian Scene Graph: A Revolutionary AI Framework for Assessing Text-to-Image AI with Precision appeared first on MarkTechPost. If you like our work, you will love our newsletter.

AI 110

AI AI Machine Learning AI Researcher 110

Marktechpost

OCTOBER 26, 2023

The Habitat Synthetic Scenes Dataset (HSSD-200) is a 3D dataset designed by artists to provide exceptional generalization when training navigation agents. HSSD-200 is a synthetic 3D scene dataset that provides a more realistic and compact option for training robots in simulated environments. We are also on WhatsApp.

Robotics 110

Robotics AI AI AI Researcher 110

Flipboard

MAY 26, 2023

ARTIFICIAL INTELLIGENCE Five Free AI Text-To-Image Generators Exploding The Art Scene in 2023 Kickstart your projects and ideas into reality using AI …

Artificial Intelligence 85

Artificial Intelligence Artificial Intelligence AI AI 85

Flipboard

JUNE 20, 2023

These interactions detail how the scene is set up and where the objects are. Can they teach a computer to mimic human actions and make the appropriate 3D scene? If so, they could make training data with realistic human-scene interaction using AMASS. Figure 1: Estimating 3D scenes from human movement.

Auto-complete 106

Auto-complete Generative AI AI Modeling AI Tools 106

NVIDIA

DECEMBER 5, 2023

He deployed vertex-painting techniques and used a photogrammetry scan of a Vespa as a base, adding brushstrokes to blend it with the rest of the scene. He kept the lighting fairly simple, with one light source as the base and a few supplemental ones to emphasize specific parts of the scene.

AI Tools 76

AI Tools AI AI Artificial Intelligence 76

NVIDIA

JUNE 21, 2023

Editor’s note: This post is part of Into the Omniverse , a monthly series focused on how artists, developers and enterprises can transform their workflows using the latest advances in Universal Scene Description and NVIDIA Omniverse. The first installment covers four OpenUSD “superpowers.”

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Marktechpost

JULY 15, 2023

A team of researchers from MIT, NVIDIA, and Improbable AI Lab successfully programmed a Frank Panda robotic arm with a Robotiq 2F140 parallel jaw gripper for rearranging objects in a scene to achieve a desired object scene placing relationship. Generalization to novel scene layouts is required after iterative de-noising.

Neural Network 52

Neural Network Robotics AI Tools AI Researcher 52

Machine Learning Research at Apple

JUNE 11, 2023

The techniques for 3D indoor scene capturing are widely used, but the meshes produced leave much to be desired. Unlike existing image synthesis methods, our work addresses the challenge of synthesizing both geometry and texture aligned to the input scene structure and prompt simultaneously.

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Marktechpost

DECEMBER 22, 2023

This innovative approach enables the instantaneous generation of dynamic, immersive scenes from arbitrary viewpoints, seamlessly blending the real and virtual worlds. The MERF approach combines sparse and low-rank voxel grids, enabling real-time rendering of vast scenes within memory constraints.

Deep Learning 57

Deep Learning Algorithm AI Researcher AI Research 57

Marktechpost

JUNE 26, 2023

The research team from Princeton University has introduced Infinigen, a groundbreaking procedural generator for photorealistic 3D scenes, in their recent paper titled “Infinite Photorealistic Worlds using Procedural Generation.” These rules leverage the useful primitives available in Blender.

Computer Vision 61

Computer Vision AI Tools Python AI Researcher 61

Marktechpost

AUGUST 25, 2023

Even the IN2N application for NeRF editing runs into problems with excessive scene editing. Known as Watch Your Steps, this approach supports Local Image and Scene Editing by Text Instructions. This demonstrated the value and excellence of this approach in overcoming the difficulties presented by manipulating images and scenes.

Automation 52

Automation AI Researcher AI Research ML 52

NVIDIA

JULY 6, 2023

He sought wolf-inspired and Japanese open-source 3D assets to enrich the scene he envisions before modeling. Little details in the scene are a celebration of wolves, for example, the paintings on the ceiling and the statues,” said Blendeered. “I Blendeered uses it to apply textures, adjust lighting and animate the scene with ease.

Automation 69

Automation AI AI 69

NVIDIA

JUNE 29, 2023

It enables users to quickly explore and present their work in a fully ray-traced environment that can handle massive scenes based on large models. Chaos Vantage 2 Powered by NVIDIA RTX Chaos Vantage is a high-quality 3D visualization tool for artists who use the V-Ray rendering software. Rendered in Chaos Vantage 2.

AI 70

AI AI 70

Marktechpost

DECEMBER 7, 2023

It could enhance its capabilities by investigating its application in complex and open-world scenarios, coupled with integration into advanced techniques like semantic segmentation and scene decomposition. User studies evaluating SANeRF-HQ’s usability and effectiveness in real-world scenarios can offer valuable feedback.

Computer Vision 87

Computer Vision AI AI AI Researcher 87

Analytics Vidhya

APRIL 4, 2024

Remember when we were in school or college, Facebook and Google first burst onto the scene? Those were incredibly exciting times. Social media was still in its infancy, and Google quickly became the go-to search engine for all our queries. Little did we know that they would become the corporate titans they are today.

Generative AI 245

Generative AI AI AI OpenAI 245

Analytics Vidhya

FEBRUARY 5, 2024

In this digital age, data is like the magic behind the scenes, connecting everything and everyone. Ever thought about how all the information swirling around us is like a hidden power shaping the way businesses and the world work today?

Data Scientist 280

Data Scientist Data Science AI AI 280

Flipboard

JANUARY 28, 2023

I asked ChatGPT, the artificial intelligence tool that's taking the world by storm, to write an essay about venture investing in AI. While it …

Artificial Intelligence 110

Artificial Intelligence Artificial Intelligence ChatGPT AI 110

Allen AI

AUGUST 17, 2023

Behind the Scenes of Semantic Scholar’s New Author Influence Design was originally published in AI2 Blog on Medium, where people are continuing the conversation by highlighting and responding to this story. Join our Beta Program Participate in our studies and try new Semantic Scholar features before they release! Join today.

UX Design 52

UX Design 52

Flipboard

SEPTEMBER 22, 2023

In the rapidly evolving world of artificial intelligence (AI), China has emerged as a major player. Fueled by the success of OpenAI’s ChatGPT and driven by tech giants like Tencent, Baidu, Alibaba, and Huawei, China has witnessed a surge in AI startups and product announcements. However, beneath the buzz, there are signs of an impending.

Artificial Intelligence 96

Artificial Intelligence Artificial Intelligence ChatGPT AI 96

Explosion

APRIL 20, 2024

A more in-depth look at the concepts and ideas behind my talk "The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs" , including academic literature, related experiments and preliminary results for distilled task-specific models.

AI 52

AI AI 52

BAIR

MAY 23, 2023

When provided with an image prompt, an LLM outputs a scene layout in the form of bounding boxes along with corresponding individual descriptions. LMD’s Additional Capabilities Additionally, LMD naturally allows dialog-based multi-round scene specification , enabling additional clarifications and subsequent modifications for each prompt.

Large Language Models 363

Large Language Models LLM 363

Analytics Vidhya

JUNE 16, 2023

It seeks to comprehend and depict the positioning and spatial arrangement of people or other things in a scene. Introduction Finding and tracking the positions of important body joints or keypoints in an image or video sequence is the task of posture detection, commonly referred to as pose estimation or keypoint detection.

Computer Vision 306

Computer Vision Algorithm Python 306