https://humandataset.com

HumanDataset - HumanDatasetHumanDataset - HumanDataset Skip to content Products Close Products Open Products Posed Datasets static scans in everyday poses and clothing Rigged Datasets rigged A-Pose scans in everyday clothing Motion Datasets scanned 3D models in motion Bodyshape Datasets A-Pose scans in tight fitting clothes All Individuals Database Explore our comprehensive database and discover all unique individuals we have scanned to date. Commission Work We can do more for you. Let's find solutions for your specific technical requirements and dataset needs. Legacy Posed Datasets Posed People CLASSIC Our most popular and most used dataset that started it all New Posed Datasets Posed People NewGen The newest, most diverse and fastest growing dataset Posed People PLUS Highest-quality premium scanned 3D models Popular Subsets PIFU HD Dataset The popular Posed Classic dataset used to train PiFU HD Rigged Datasets Rigged People Versatile and flexible. This is one of the most used rigged datasets in the industry Motion Capture Datasets Animated People Animated models based on motion capture technology Volumetric Datasets 4D People Hyper-realistic motion and expressions based on volumetric video capture Bodyshape Datasets A-Pose Bodyshape Scans Body shape emphasizing scans, a great addition to our other data Extras Close Extras Open Extras Detailed Metadata comprehensive demographic and health-related real world data Multi-View Images sets of multi view images including camera EXIF data and parameters Body Measurements 250+ distance, girth, height and volume measurements and body landmarks SMPL Registrations static scans in everyday poses and clothing Point Cloud Data parse and dense .XYZ or .PLY data UHQ Raw Geometry 50M+ poly unedited raw meshes for every scan in our library 3D Body Labels 3D annotations with all body landmarks you need Neutral Poses Neutral comparable standing, walking and sitting poses for every individual Segmentation Masks detailed masks in texture space to segment human body parts Isolated Object Scans isolated 3D scans of objects that are used in our Posed datasets References FAQ Contact Us Products Posed Classic Posed NewGen Posed Plus Rigged Motion Animated Motion 4D Bodyshape Extras References FAQ Contact Menu Products Posed Classic Posed NewGen Posed Plus Rigged Motion Animated Motion 4D Bodyshape Extras References FAQ Contact Scanned Human 3D Models & Rich Data Empowering computer vision with ground‑truth, high‑quality human 3D data for ML and simulation. View Available Datasets Contact Us We offer world's #1 cited commercial human 3D models. real scanned humans · full-body · textured meshes · dressed · everyday poses Biggest & Fastest Growing Database Over 35,000 scans and more than 5,500 refined 3D models available today. New scans on a weekly basis. Human Diversity Scanned individuals with origins in 72 different countries, spanning ages 7 to 83 and a wide array of body sizes. Highest Quality Cutting-edge photogrammetry technology with 330-camera setup. Lifelike and high-quality 3D models. Ground Truth 3D models derived from scans of real people, providing accurate data offering a verifiable real-world benchmark. Extra Components Demographic and health related metadata, multi-view images, body measurements, segmentation, prop scans and more. GDPR Compliant Compliance in alignment with Articles 6(1) and 9(2) to utilize personal and health-related metadata, specifically for ML. Trusted by industry leaders to fuel the technologies of tomorrow. Used in hundreds of papers to drive scientific research and innovation. Enhanced Monocular 3D Human Reconstruction Using Depth Information ANIM: Accurate Neural Implicit Model for Human Reconstruction from a single RGB-D image Meta Reality Labs; University of Surrey, CVSSP, UK; UC Merced || Marco Pesavento; Yuanlu Xu; Nikolaos Sarafianos; Robert Maier; Ziyan Wang; Chun-Han Yao; Marco Volino; Edmond Boyer; Adrian Hilton; Tony Tung CVPR 2024 | Paper on arXiv | Project Page Customizable 3D Human Avatar Creation from Sparse-View Videos NECA: Neural Customizable Human Avatar Adobe Research; School of Computer Science and Engineering, Sun Yat-sen University, China; Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, China || Junjin Xiao; Qing Zhang; Zhan Xu; Wei-Shi Zheng CVPR 2024 | Paper on arXiv Advanced 3D Clothing Segmentation and Dataset Development CloSe: A 3D Clothing Segmentation Dataset and Model University of Amsterdam, Netherlands; University of Tubingen, Germany; Tubingen AI Center, Germany; Max Planck Institute for Informatics, Saarland Informatics Campus, Germany || Dimitrije Antic; Garvita Tiwari; Batuhan Ozcomlekci; Riccardo Marin; Gerard Pons-Moll 3DV 2024 | Paper on arXiv | Visit Project Page Photorealistic 3D Human Reconstruction from Monocular Images Photorealistic Monocular 3D Reconstruction of Humans Wearing Clothing Google Research || Thiemo Alldieck; Mihai Zanfir; Cristian Sminchisescu CVPR 2022 | Paper on arXiv | Visit Project Page Realistic 3D Human Pose Estimation and Dataset Development AGORA: Avatars in Geography Optimized for Regression Analysis Max Planck Institute for Intelligent Systems, Tubingen, Germany; University of Freiburg; Bosch Center for Artificial Intelligence || Priyanka Patel; Chun-Hao P. Huang; Joachim Tesch; David T. Hoffmann; Shashank Tripathi; Michael J. Black CVPR 2021 | Paper on arXiv | Visit Project Page High-Resolution 3D Human Shape Estimation from Images PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization Facebook Reality Labs; Facebook AI Research; University of Southern California || Shunsuke Saito; Tomas Simon; Jason Saragih; Hanbyul Joo CVPR 2020 | Paper on arXiv | Visit Project Page This is just a small excerpt of studies that have used our data. View More Studies Contact Us The human data solution for Computer Vision Product Overview We provide a diverse range of products and datasets, including static scans, rigged models, and dynamic scans of people in motion. Our offerings cater to various project needs such as Monocular and Single-view 3D Human Reconstruction, 3D Human Pose Estimation, Clothing Modeling and Fitting, 3D Avatar Creation or Human-Object Interaction in 3D Scenes. Explore our Products below or contact us for more information. Posed Datasets static scans in everyday poses and clothing Available Posed Datasets: PosedCLASSIC PosedNewGen PosedPLUS Rigged Datasets rigged A-Pose scans in everyday clothing Available Posed Datasets: RiggedCLASSIC Motion Datasets scanned 3D models in motion Available Posed Datasets: MotionAnimated Motion4D Bodyshape Datasets static A-Pose scans in bodyshape clothing Available Posed Datasets: BodyshapeA-Pose Countries of Originaccross all captured individuals 0 Unique Scanned Individualscaptured in our photogrammetry facility 0 Polished HQ 3D Modelsavailable accross our range of products 0 + Total Captured Scansavailable as multi-view images or unedited 3D 0 + "Renderpeople offers an extensive collection of high-quality 3D meshes of people" - Henrique Jesus and Hugo Proença, University of Beira Interior Looking for more? We offer data others don't! Extra Components Beyond high-quality 3D models, we provide a rich array of corresponsing extra data and features.Reach out to us anytime to explore further details or request samples tailored to your needs. Contact Us Detailed Metadata For every scanned individual we collect personal data and health information, as well as metadata about clothing, pose and activity. Among others: origin of parents, place of birth; age; skin color, hair color, eye color, body height, weight, body fat, BMI. Find a full list of available metadata attributes here. Multi View Images Our photogrammetry scanner shoots more than 330 images from different angles for every single scan we perform.We offer all these images, as JPGs or RAWs, not only for the scans from which we have created finished 3D model products, but for every single one of the more than 34,000+ scans we have performed. Body Measurements We offer over 250+ body landmarks, including girths, distances, volumes, and heights, calculated using advanced geometric computation and machine learning. To ensure maximum accuracy, we use body scans in tight-fitting clothing, minimizing distortion in the collected measurement data. SMPL Registrations We offer, on request, the registration of our 3D human scans to the popular SMPL body model, providing a standardized and anatomically accurate representation. This service enhances the usability of scans for animation, simulation, and analysis, ensuring consistent and detailed human body data. Point Cloud Data We provide dense 3D point cloud data for every scan, available in .XYZ or .PLY formats. This detailed spatial data is ideal for applications in 3D modeling, object recognition, scene understanding, and feature extraction, offering versatility and accuracy for specialized computer vision and pattern recognition projects. UHQ RAW Meshes Our scanning pipeline delivers ultra high-resolution geometries, producing 'Raw Meshes' with 50 million polygons and beyond, capturing intricate anatomical details. These unedited geometries provide unmatched detail and accuracy, making them ideal for demanding applications in 3D human reconstruction and medical imaging. 3D Body Labels We offer 3D body labeling services, providing detailed annotations directly on the 3D models. These labels define critical features and landmarks, essential for supervised machine learning. This precise annotation enhances training datasets, improving the accuracy of algorithms for pose estimation, segmentation, and biometric analysis. Additional Poses We capture over 35 unique poses/scans per individual, providing a much wider range of data than our ready-to-use datasets include. This extensive variety is ideal for research requiring diverse human poses and variations. If you need specific poses or additional data, we're here to accommodate your needs. Segmentation Masks Some of our datasets include segmentation masks, essential for human recognition and pattern analysis. These masks identify distinct body parts, providing the detailed data needed for training algorithms in synthetic 3D human avatar creation. This enhances the accuracy and realism of digital models, supporting advanced research and development. Isolated Object Scans Some of our 3D scans feature objects, like mugs, smartphones, or food items, held by the models. We also provide separate scans of each prop, enabling you to train algorithms to identify and manage these objects in the 3D models. This allows for the option to exclude or modify objects according to your specific needs. "Renderpeople [...] is the most popular dataset used in dressed people reconstruction methods" - Shanghai Jiaotong University Stay updated! Newsletter Subscribe to the HumanDataset newsletter to be always up to date for new products and dataset extensions. Email Subscribe Privacy Policy Legal Disclosure Send us a message Get in touch with us. We are happy to provide you with individual services and advice for your specific concerns and needs. Name Email Message I am human I am human Send Message Schedule a live call Get into a call with our COO Johannes to discuss your needs directly and have all questions answered..enusen-US1777109406https://humandataset.com

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