Content & Design

3DETR (3D DEtection TRansformer) is an open-source PyTorch implementation and model for 3D object detection, developed by facebookresearch. It presents a simpler alternative to traditional, complex 3D detection pipelines by not relying on 3D backbones like PointNet++ and utilizing minimal 3D-specific operators. The tool achieves comparable or superior performance to existing 3D detection methods such as VoteNet. Its encoder can also be adapted for other 3D tasks, including shape classification. The project provides pretrained model weights and metrics for datasets like SUN RGB-D and ScanNet, along with detailed instructions for installation, dataset preparation, testing, and training.

SHIFT PROJECT (HORIZON EUROPE) is a Horizon Europe-funded initiative focused on the MetamorphoSis of cultural Heritage Into augmented hypermedia assets For enhanced accessibiliTy and inclusion. The project supports the adoption of digital transformation strategies and tools within the creative and cultural industries (CCI), where progress has historically lagged. SHIFT aims to showcase innovative tools and results to an international audience, particularly at events like the Digital Heritage 2025 World Expo. It emphasizes rethinking inclusion through AI in the GLAM (Galleries, Libraries, Archives, and Museums) sector, fostering dialogue on how AI and digital technologies can drive greater accessibility and inclusion.

Klleon is an innovative AI tech startup focused on deep human technology, enabling the creation of realistic digital humans. Users can generate these digital human avatars from as little as a single photograph and a 30-second voice recording. The platform aims to transform various forms of information into engaging digital human experiences, facilitating more realistic and interactive conversational interfaces. This technology has the potential to revolutionize how businesses and individuals interact with digital content, offering a new dimension to virtual communication and content creation.

Averian is a global leader dedicated to developing and delivering innovative AI solutions and providing software development services to meet the needs of customers. With a team of over 100 engineers across North America and Europe, Averian brings unparalleled expertise and innovative technology to every project. Their mission is to provide top-tier design services that exceed client expectations, fostering innovation and sustainability while maintaining the highest standards of quality and efficiency. Averian's core competencies include smart AI applications, embedded system development, intelligent applications, end-to-end test design services, and transforming business workflows with AR/VR experiences. They serve diverse markets such as Telecom, Automotive, Industrial, IoT & Apps, and Med-Tech.

Argus AI revolutionizes surgical procedures by leveraging cutting-edge 3D Mixed Reality assistance and advanced AI. The system seamlessly integrates with MRI/CT scans, allowing surgeons to upload, analyze, and segment anatomical structures in 3D. This enables precise surgical planning, real-time neuro-navigation, and collaborative 3D visualization, providing an enhanced view of critical structures. By transforming complex medical data into actionable insights, Argus AI helps visualize surgical paths, optimal incision points, and offers real-time guidance in augmented reality. This technology aims to enhance surgical accuracy, shorten operation times, reduce complications, and ultimately lead to faster patient recovery and higher success rates.

3D-R2N2 is an open-source project providing source codes for 3D object reconstruction from single or multiple views using a recurrent neural network. This tool generates voxelized (3D pixel) reconstructions of objects. It offers a unified framework for both single and multi-view reconstruction, addressing problems traditionally handled by disparate approaches. A key component is the 3D-Convolutional LSTM, which allows the network to process images in random order and selectively update visible parts while preserving self-occluded areas. The project provides datasets and trained weights, making it suitable for researchers and developers in the field of 3D computer vision.

AD-NeRF provides a PyTorch implementation for "Audio Driven Neural Radiance Fields for Talking Head Synthesis," enabling users to generate realistic talking head videos from audio input. The tool leverages Neural Radiance Fields (NeRFs) to create expressive and lifelike digital avatars. It requires a portrait video with voice audio for data preprocessing, which then allows for the training of separate Head-NeRF and Torso-NeRF models. Users can reconstruct original videos with audio or drive a target person with new audio inputs. This open-source project is ideal for researchers and developers interested in advanced audio-driven animation and neural rendering techniques.

Phicode offers end-to-end LiDAR mapping and analytics solutions designed for infrastructure at scale. Their PhiSCAN 360° Rotating LiDAR System is a compact, rugged unit that captures a full 360° field of view, fusing it with imagery to produce accurate, engineering-grade, colorized, georeferenced point clouds in a single pass. This system is ideal for rapid deployment on tripods or vehicles, streamlining survey workflows and reducing re-visits. Phicode also provides PhiSCAN.AI, an interactive 3D data analytics platform that transforms LiDAR data into actionable intelligence, enabling visualizations, measurements, comparisons over time, and shareable reports for improved planning and preventative maintenance.

AI Pet to Human: AI Pet Dance is an Android mobile application designed to bring a fun and creative twist to pet content. Users can effortlessly upload a photo of their beloved pet, and the app's AI technology will animate it, transforming the static image into an engaging video clip of the pet dancing like a human. This tool provides a unique and entertaining way to personalize pet photos, making them more dynamic and shareable across social media platforms. It's an ideal solution for pet owners looking to add a touch of humor and creativity to their digital pet memories.

Upflairs Pvt Ltd is an edtech company based in Jaipur, India, specializing in summer internship and industrial training programs. The company aims to provide industry-relevant skill development opportunities, though specific program details or technologies like virtual reality and AI-driven assistance are not explicitly mentioned on the current live website content. The primary focus appears to be on offering practical training experiences to students, preparing them for professional careers. The website's consistent title across all pages indicates a strong emphasis on these training programs for the year 2025.

Xcelerated Consulting Group, LLC. (XCG) is a management consulting firm dedicated to serving Fortune 1000 enterprise organizations. Drawing on roots in top global consulting companies, XCG's highly skilled professionals offer new insights, mobilize organizations, and drive tangible results. Their services include metaverse development, cloud discovery, migration, and optimization, data warehouse modernization, and professional placement. XCG also provides advanced Excel modeling solutions, helping clients unlock value from existing applications. They partner with technologies like Snowflake and Matilda Cloud Software to deliver comprehensive solutions, ensuring clients meet organizational goals through strategy implementation and business objective fulfillment.

AuraML is building the core infrastructure for robotics development through its Multimodal World Model (MMWM) for generative simulations. This platform enables faster iteration, safer deployment, and scalable AI integration across industries like logistics, industrial automation, defense, aerospace, agriculture, robotics, and energy. AuraSIM, powered by MMWM, allows robots to perceive, predict, plan, and transfer knowledge. It features a predictive model that generates up to 60 seconds of realistic future simulations from sensor inputs, a multi-control transfer model for adapting tasks across diverse environments, and a customizable reasoning engine for goal-driven cognition. AuraML aims to bridge the sim-to-real gap by training robots in probabilistic worlds, learning to adapt and collaborate before real-world deployment.

BRN Metaverse is at the forefront of digital interaction, seamlessly merging virtual and reality through a powerful combination of Blockchain, AI, and Web 3.0 technologies. The platform redefines gaming by incorporating play-to-earn mechanics, robust virtual economies, and assets that possess tangible real-world value. This approach transforms traditional gaming into an economic adventure, emphasizing rarity and utility beyond mere entertainment. BRN Metaverse aims to push the boundaries of tech-driven interactions and groundbreaking digital experiences, blurring the lines between the real and virtual worlds to unlock limitless possibilities for its users. The platform also features a roadmap and partners in the Web3 space.

JERUKBET is a trusted online slot game platform known for providing a diverse selection of slot games with high winning potential, often referred to as 'slot gacor'. The platform emphasizes a stable system and fast access through alternative links, ensuring a smooth and uninterrupted gaming experience for players. It aims to offer opportunities for 'maxwin' (maximum wins) through competitive RTP (Return to Player) rates from various reputable providers. JERUKBET also focuses on user experience by offering quick transaction processes, robust data security, and regular promotions and bonuses for active members, enhancing the overall playing environment.

Euphoria XR is a creative technology company based in the USA, offering custom AR, VR, and AI development and consulting services. They focus on building immersive solutions that transform ideas into scalable, interactive realities for businesses. Their services include VR development for simulations and training, AR development for retail and marketing, and AI integration to create intelligent, adaptive environments. They also provide WebAR & WebVR development for browser-based immersive experiences, blockchain integration for decentralized platforms, and AR/VR rental services for events and demonstrations. Euphoria XR emphasizes delivering secure solutions for immersive training, digital twins, agentic AI, and robotics, catering to a wide range of industries from healthcare and education to manufacturing and military training.

Physna is a leading geometric search engine designed to revolutionize how engineers and designers interact with 3D models. The platform allows users to quickly search, analyze, and manage their 3D models and parts, significantly accelerating product design and development cycles. By codifying 3D models into data understandable by software applications, Physna bridges the gap between physical objects and digital code. This capability drives productivity in manufacturing and fosters innovation in emerging technologies, making it an essential tool for anyone working with complex 3D data.

Frame Spatial is an award-winning studio specializing in spatial computing and AI solutions, offering end-to-end custom development for applications on platforms like Apple Vision Pro and Meta Quest. They focus on creating immersive experiences and delivering high-quality, realistic 3D assets for enterprise clients. The studio integrates the latest AI technologies to build engaging customer experiences and helps industry leaders strategically implement spatial and AI solutions. Their services include custom spatial solutions, spatial content production, and VR production, with a proven track record in building next-gen brand experiences and digital twins. Frame Spatial positions itself as an expert guide for businesses looking to leverage spatial technology without overcommitting resources.

SpatialVerse, powered by Coohom Cloud, offers a comprehensive 3D indoor data and simulation ecosystem designed for various industries including robotics, AIGC, and XR. It provides high-performance rendering, robust simulation tools, and extensive 3D datasets to accelerate development. The platform specializes in creating diverse indoor synthetic data, including images, 3D models, and 3D scenes, with options for standard services and personalized customization. Key capabilities include physical enhancement for realistic object properties, automated and manual segmentation annotation, scene augmentation for diversity, and multi-channel support for efficient 3D model export and environment generation. SpatialVerse leverages Koolab's innovation lab and collaborations with universities to deliver cutting-edge virtual synthetic data products.

EmbodiedScan is a comprehensive open-source suite designed for holistic multi-modal 3D perception, specifically tailored for embodied AI. It addresses the gap in traditional research by focusing on ego-centric 3D scene understanding from first-person observations. The suite includes EmbodiedScan, a multi-modal, ego-centric 3D perception dataset with over 5k scans, 1M RGB-D views, 1M language prompts, and 160k 3D-oriented boxes across 760 categories. It also features the Embodied Perceptron baseline framework, capable of processing arbitrary multi-modal inputs for robust 3D perception and language-grounded tasks. The project provides tools for data processing, benchmark evaluation, and model adaptations, making it a valuable resource for researchers and developers in computer vision and robotics.

Depth Anywhere App is an AI-powered tool available as a Hugging Face Space that allows users to easily generate depth maps from uploaded images. By simply providing a photograph, the application processes it to produce an output image that visually represents the distances of objects within the scene. This functionality is particularly useful for tasks requiring 3D understanding from 2D inputs, such as computer vision research, 3D reconstruction, or artistic applications. The tool is built with Gradio, making it accessible through a web interface, and is licensed under Apache-2.0, indicating its open-source nature suitable for various development and educational purposes.

MediaMedic transforms complex medical, scientific, and industrial concepts into clear and engaging visualizations through premium 3D animation, fluid simulations, visualization, and XR solutions. They offer advanced digital solutions for pharmaceutical, medical device, industrial, broadcasting, and R&D sectors, utilizing animation, virtual reality, augmented reality, and interactive tools. Their services include scientific storytelling for Mechanism of Action (MoA) and Mechanism of Disease (MoD) animations, high-quality product rendering, creative 3D animation with visual effects like fluid dynamics, and interactive XR educational platforms for training and medical insights. MediaMedic aims to help clients effectively communicate technology, support training, and assist with marketing activities.

Samp's Shared Reality is an online SaaS platform designed for industrial operators to quickly and affordably scale their digital twin programs. It transforms 3D reality capture data into interactive 3D models of facilities, where each asset is individually segmented by AI. Users can navigate large sites, take precise 3D measurements, and collaborate through annotations. The platform allows for enriching 3D assets with 1D information like equipment attributes and linking them to existing systems (ERP, EAM, CMMS). It also enables unifying 3D assets with 2D flowsheets (P&ID, PFD) using AI-guided linking. Shared Reality supports various use cases including QHSE, asset management, inspection, and P&ID revalidation, ensuring all parties work with a shared context of physical assets.

3GSM specializes in advanced 3D solutions for the modeling and assessment of rock, terrain, and object surfaces, primarily serving sectors like mining, tunneling, and roadworks. Their product suite includes ShapeMetriX for 3D modeling and assessment, BlastMetriX for blast design and analysis, and FragMetriX for automatic 3D fragmentation analysis from drone imagery. These tools enable users to safely access hard-to-reach areas with drones for comprehensive data collection, ensure compliance with safety regulations in blasting projects, and assess entire muck pile surfaces efficiently. As part of Rocscience, 3GSM aims to enhance productivity and safety in rock engineering through its high-end software offerings.

Generate Human Motion is an AI tool hosted on Hugging Face Spaces, designed to create human motion animations. It leverages a Gradio interface, making it accessible for users interested in generating realistic human movements. The tool is particularly useful for AI developers and animation enthusiasts looking to experiment with or implement AI-driven motion generation. While the current live website indicates a build error, suggesting it may not be fully operational at this moment, its intended purpose is to provide a platform for generating dynamic human motions, potentially for various applications in animation, game development, or research.