Top Beholder Desktop Alternatives

Developing remarkable augmented reality experiences for a diverse audience on iOS and iPadOS, which are recognized as top AR platforms globally, has become increasingly accessible. By leveraging powerful frameworks like ARKit and RealityKit, along with innovative resources such as Reality Composer and Reality Converter, transforming your ideas into augmented reality has never been easier. RealityKit 2 significantly improves your capacity to personalize and manage the AR experiences you create. With the introduction of new APIs, including Custom Rendering, Metal Shaders, and Post Processing, you can more effectively control the rendering pipeline and explore the freedom to design entirely new AR landscapes. Additionally, the newly available Object Capture API on macOS Monterey enables the rapid creation of unique 3D objects for AR using sophisticated photogrammetry methods in mere minutes. Reality Composer simplifies the development of interactive augmented reality experiences, making it possible for even those lacking 3D expertise to produce captivating content. Meanwhile, Reality Converter accelerates the conversion of your existing 3D models into the USDZ format, easing the integration of your creations into the AR environment. This remarkable suite of tools and frameworks empowers developers to explore and expand the limits of what can be achieved in the realm of augmented reality, opening up new avenues for creativity and innovation. As the technology continues to evolve, the potential applications for AR are virtually limitless.

Elevate your 3D scanning capabilities with top-notch software that delivers exceptional performance. This software not only ensures professional-quality 3D scanning and data processing but also simplifies the scanning process while maintaining high-precision outcomes. Artec Studio is user-friendly, offering both manual and autopilot modes without sacrificing accuracy. It facilitates quick measurements and enables mesh-to-CAD analysis seamlessly. Additionally, Geomagic Control X integrates fully with Artec Studio, enhancing your inspection processes. You can enhance your engineering projects by incorporating primitives into your 3D models and positioning them with precision. The software allows for easy export of STEP files to SOLIDWORKS and complex meshes into Design X, facilitating smooth transitions to SOLIDWORKS. With a rich suite of CGI tools, Artec Studio provides full-color 3D scan data and the ability to texture models through photogrammetry. It also features automatic glare removal, ensuring your 3D replicas have accurate geometry and color fidelity. Furthermore, Artec Studio utilizes advanced AI neural networks to produce breathtaking, high-resolution scans in HD Mode for users utilizing the Eva and Leo scanners, making it an indispensable tool for any professional in the field.

Achieve unmatched precision and dependability with our medium and large format aerial imagery solutions. Our expertly crafted high-resolution aerial cameras facilitate mapping and surveying processes, simplifying them like never before. Engaging in photogrammetry mapping is a breeze, allowing for the collection of detailed, high-resolution visuals suitable for both 2D and 3D applications. With these innovative tools, you can cover extensive areas while maintaining exceptional resolution, which ensures accurate inspections of target objects and their environments. Efficiently identify damages as minor as one millimeter, expediting repairs, boosting efficiency, and reducing environmental impact through Phase One's specialized drone solutions and aerial cameras. Designed with the needs of geospatial and industrial imaging in mind, Phase One’s aerial cameras are a product of collaboration with leading industry professionals. Our medium and large format cameras provide the highest image quality worldwide, featuring outstanding resolution, a wide dynamic range, faithful color reproduction, and precise geometric accuracy, positioning them as the preferred choice for industry experts. These cutting-edge imaging solutions not only satisfy but surpass the stringent requirements of modern aerial photography and surveying, paving the way for future advancements in the field. With such capabilities, users can realize the full potential of their aerial imaging projects, ensuring exceptional results every time.

The IGiS Photogrammetry Suite provides an efficient one-click method for transforming digital images into three-dimensional representations. This suite is equipped with completely automated tools for photogrammetry and geodesy, ensuring a seamless processing workflow while delivering highly accurate results. By utilizing aerial photographs, drone imagery, or satellite data, photogrammetry determines the spatial characteristics and dimensions of objects captured in these images. Developed by IGiS and backed by Scanpoint Geomatics Limited, the suite simplifies the conversion of images to 3D models, making it a valuable resource for GIS applications, special effects creation, and precise measurements of various objects. This innovative approach not only enhances the efficiency of image processing but also broadens the potential applications of 3D modeling in different fields.

The iTwin Capture Modeler, developed by Bentley Systems, is a comprehensive desktop tool designed to generate engineering-ready reality data specifically for infrastructure projects. This versatile application empowers users to construct high-resolution 3D models, such as reality meshes, point clouds, and orthophotos, using standard images or LiDAR data, thus offering a precise digital environment crucial for design, construction, and operational tasks. Whether handling minor tasks or large-scale urban developments, the software features advanced tools like masks, water constraints, and retouching options to enhance the quality of reality data. It is available in both a standard version and an advanced iTwin Capture Modeler Center edition, the latter allowing for unlimited clustering to efficiently manage large projects. Additionally, it ensures seamless interoperability by accommodating a wide range of GIS formats, facilitating smooth integration into various workflows. Its extensive capabilities make the iTwin Capture Modeler an essential resource for industry professionals, enhancing productivity and accuracy in project execution. The robust features of this application are designed to meet the evolving needs of the infrastructure sector, further solidifying its position as a leading solution in the field.

The use of drone photogrammetry and aerial surveying is rapidly becoming a pivotal asset for surveyors, with countless professionals leveraging these tools daily to boost productivity and cut costs. Users can easily generate interactive 3D maps and acquire highly accurate 3D site information using any compatible camera. Our cutting-edge technology facilitates the monitoring and sharing of site metrics from nearly any location on the globe. PhotoCapture is available as both a cloud-based service and a desktop software application, which enhances the ability to visualize extensive projects before data processing occurs. Users can create 2D maps and 3D models that are viewable through any web browser, providing the capability for immediate measurements of distances and surface areas. Projects can be conveniently shared with annotations via a simple link, and users can track site developments over time in both 2D and 3D formats using a project timeline feature. This significant advancement in surveying technology not only fosters improved collaboration but also leads to more effective decision-making processes, ultimately transforming the landscape of surveying as we know it. As these technologies continue to evolve, they promise to further streamline workflows and enhance the quality of data collection.

Explore the exclusive all-in-one drone mapping and photogrammetry software that seamlessly integrates tools suited for flight operations, desktop environments, and cloud services. Rely on Pix4D’s cutting-edge processing algorithms for the precise survey results you need. Improve your measurement accuracy significantly with the AutoGCPs feature. Gain immediate access to a comprehensive overview of any job site from anywhere, with options for viewing in both 2D and 3D formats, enabling you to measure, explore, compare, share, and collaborate on data effectively. Keep an organized and up-to-date record of your projects to resolve disputes quickly and efficiently. Easily capture images or point clouds using either drones or laser scanners. When using a drone, improve your flight operations with the free PIX4Dcapture mobile application. Leverage the combined strengths of images and point clouds to extract essential elements from various data types, including photogrammetry, laser scanning, and LiDAR, covering aspects like curbs, building outlines, walls, and catenary curves. Experience a remarkable 50% boost in efficiency when vectorizing from point clouds and cross-referencing with images, while the Smart Grid feature reduces the number of repetitive clicks necessary for generating spot elevations. By utilizing these advanced tools, you can significantly enhance your workflow and achieve exceptional results for your projects while ensuring meticulous accuracy and detail at every stage.

DroneMapper provides two unique licensed versions of its desktop photogrammetry software, known as Remote Expert and Rapid, both of which are designed for Windows operating systems. The Remote Expert version excels in creating orthomosaics and digital elevation models (DEMs) with customizable imagery resolutions and can accommodate up to 10,000 images within a single project. On the other hand, Rapid, while sharing a number of features with Remote Expert, restricts the processing capability to 250 images per project. The licensing process for both software versions is user-friendly, with Remote Expert available for perpetual licensing and Rapid offered on an annual subscription basis. As a company dedicated to advancing photogrammetry, we aim to maximize the potential of your imagery. Our offerings extend to the generation of georeferenced orthomosaics, DEMs, digital terrain models (DTMs), point clouds, textured mesh 3D models, and a variety of GIS products designed to meet the needs of diverse industries. We employ a Software as a Service (SaaS) model alongside our licensed desktop applications, and we also specialize in manned and unmanned aerial imagery collection. Additionally, we provide tailored consultation and training services to address your specific requirements. Our unwavering commitment to innovation and exceptional customer service distinguishes us in the competitive landscape of the photogrammetry industry. We continuously seek to enhance our offerings and adapt to the evolving needs of our clients, ensuring that we remain at the forefront of technology and service excellence.

Convert basic photographs and point cloud data into complex 3D models. The reality modeling technique entails capturing the physical characteristics of an infrastructure asset, creating an intricate representation, and maintaining it through regular surveys. Bentley's ContextCapture stands out as an advanced reality modeling tool that delivers a detailed digital depiction of the real world by generating a 3D reality mesh. This mesh is constructed from a multitude of triangles and image data, resulting in a comprehensive model that accurately reflects existing conditions. Every component within this digital structure can be automatically recognized and spatially linked, facilitating an immersive and user-friendly experience for navigating, locating, visualizing, and retrieving asset information. Reality meshes have diverse applications across multiple engineering, maintenance, and GIS workflows, providing crucial real-world context to guide decisions related to design, construction, and operational activities. The technology often employs overlapping aerial images collected by drones, supplemented by ground-level photos and, if required, enhanced with laser scans to ensure precision. Consequently, the combination of these techniques guarantees a meticulous and dependable digital representation of the surrounding physical space, which can significantly enhance project outcomes and decision-making processes. This integration of various data sources elevates the effectiveness of reality modeling in numerous fields.

PhotoModeler is a software application that enables users to obtain measurements and construct models using images taken with a standard camera. This cutting-edge program offers a cost-effective means of achieving accurate 2D and 3D measurements, as well as engaging in photo-digitizing, surveying, 3D scanning, and reality capture. Users can extract measurements from their photos and even explore a free demo with their own images. By acquiring PhotoModeler, you can become part of a vibrant community of satisfied customers across the globe. For any project that demands efficient measurement, diagramming, 3D modeling, or scanning while remaining budget-conscious, PhotoModeler stands out as an ideal solution, opening up possibilities that may be unattainable through alternative methods. Many professionals from a variety of industries regard PhotoModeler as a vital tool for executing critical measurement and modeling tasks. The software employs photogrammetry technology to accurately acquire 3D data using ordinary digital cameras, ensuring high-quality outcomes for users. Furthermore, it facilitates easy integration with other measurement instruments like laser scanners and total stations, significantly enhancing its adaptability and usefulness across different applications. This versatility solidifies PhotoModeler as a comprehensive and indispensable resource for all your measurement requirements. Ultimately, it empowers users to achieve precision and efficiency in their projects like never before.

Avica offers a cloud-driven platform specializing in 3D photogrammetry. Avica Cloud enables users to efficiently schedule substantial machinery, facilitating exceptional service quality along with an economical cloud solution for reconstructing real-world environments in three dimensions. This approach promises significant savings in both time and costs for clients. Moreover, the pay-as-you-go model eliminates the need for any licensing fees, making it a flexible option for various users.

3DF Zephyr empowers photogrammetry to flourish across a wide range of applications, addressing various goals through its extensive software suite. Our innovative technology is crafted to be both adaptable and user-friendly, catering to individuals with differing levels of expertise. The software streamlines the process of automated 3D reconstructions by utilizing images and videos taken with any sensor type and acquisition technique. Users are able to combine different cameras, lenses, and focal lengths during a single data collection session. Enhance your capabilities in both aerial and ground-based photogrammetry by processing videos, spherical images, multispectral data, and thermal along with RGB imagery all on a single integrated platform. Moreover, 3DF Zephyr goes beyond the boundaries of conventional photogrammetry, enabling users to import, align, and evaluate laser scan data while accommodating numerous native file formats. With its powerful features and versatility, 3DF Zephyr serves as an essential resource for professionals across various industries who are in search of effective and precise modeling solutions. This comprehensive approach not only streamlines workflows but also fosters innovation in the field of 3D modeling.

AeroMegh has introduced DroneNaksha, an innovative Software as a Service (SaaS) platform that offers comprehensive photogrammetry solutions tailored specifically for drone-based surveying and mapping tasks. Utilizing geotagged imagery, the platform generates a wide range of outputs, including orthomosaic images, digital surface models (DSM), digital terrain models (DTM), and vegetation indices such as NDVI and VARI, alongside detailed 3D models. Its versatility allows it to serve numerous sectors, including land surveying, construction management, urban planning, and agricultural analysis. The cloud-centric architecture of DroneNaksha significantly boosts project management capabilities, facilitating the easy uploading of images, data processing, and report sharing in a cohesive manner. With an intuitive interface and advanced algorithms, it ensures high accuracy and rapid processing times, making it a crucial tool for professionals in various industries. Additionally, the platform's ability to scale makes it adaptable to the diverse requirements of individual projects, thereby helping users enhance their operational productivity. As such, DroneNaksha stands out as a leading solution for those seeking to leverage drone technology for effective mapping and surveying outcomes.

ImageStation is designed to provide a high degree of automation, specifically aimed at clients engaged in high-volume photogrammetry and production mapping who need rapid and accurate conversion of large quantities of raw spatial data into usable formats. It includes a range of functionalities such as automatic triangulation, stereo feature extraction, as well as the collection and editing of Digital Terrain Models (DTMs), along with the creation of Digital Surface Models (DSMs) and orthomosaics. The system's architecture utilizes 64-bit processing, multithreading, and distributed processing methods to optimize workflow for projects of virtually any magnitude. Moreover, it supports the processing of GNSS/INS data, offers POSEO compatibility, incorporates camera calibration, and features graphical error analysis tools. Users can take advantage of multi-photo point measurement capabilities, automated tie and pass point matching, and bundle adjustment for satellite RPCs, all of which significantly streamline the workflow. Additionally, the interactive stereo feature and DTM collection tools provide fluid navigation, dynamic zooming, and real-time image improvements, all of which are seamlessly integrated with Geographic Information Systems (GIS) and Computer-Aided Design (CAD) platforms, ultimately enhancing both the user experience and operational efficiency in spatial data management. In essence, ImageStation stands out as a comprehensive solution tailored to meet the rigorous demands of modern mapping and photogrammetry tasks.

MicMac is a comprehensive open-source suite for photogrammetry, available under the Cecill-B license, and is tailored for various 3D reconstruction tasks. Although it mainly caters to the needs of professional and academic users, initiatives are underway to improve its usability for a wider audience. A significant strength of MicMac is its remarkable adaptability, making it suitable for a variety of fields including cartography, environmental research, industrial applications, forestry, heritage conservation, and archaeology. The software not only supports the creation of detailed 3D models but also facilitates the production of ortho-imagery when appropriate. It can effectively manage objects of all sizes, ranging from small artifacts and statues photographed from the ground to expansive structures like churches and castles using drone images, as well as larger landscapes and urban areas captured through aerial or satellite imagery. Moreover, MicMac offers georeferencing capabilities that allow users to position products within local, global, or absolute coordinate frameworks. To further enhance its utility, the suite includes additional tools that extend its functionality into metrology and site surveying, thereby enriching its applications in professional contexts. This ongoing development and community support are indicative of MicMac’s potential to evolve and meet the diverse needs of its users.

Experts in geographic imaging are tasked with managing vast amounts of geospatial data on a daily basis, often relying on various software designed for distinct functions, alongside other applications that may complicate their workflow. ERDAS IMAGINE stands out as a solution that allows users to conserve both time and resources, optimize their data investments, and improve their image analysis skills. This software provides considerable benefits by unifying remote sensing, photogrammetry, LiDAR analysis, basic vector analysis, and radar processing into a single, comprehensive platform. With ERDAS IMAGINE, multiple processes such as image classification, segmentation, orthorectification, mosaicking, reprojection, elevation extraction, and image interpretation are streamlined effectively. Its robust algorithms and efficient data processing capabilities enable users to concentrate on their analyses without being bogged down by technical challenges. Additionally, ERDAS IMAGINE incorporates sophisticated methodologies, including K-Means, ISODATA, and object-based image segmentation, while also leveraging Machine Learning and Deep Learning Artificial Intelligence algorithms to further enhance data analysis. By implementing this advanced tool, professionals in geographic imaging can markedly increase their productivity and improve the overall quality of their outcomes. Ultimately, the capabilities offered by ERDAS IMAGINE position it as an essential asset for those dedicated to excellence in geospatial analysis.

What strategies can be employed to effectively integrate multiple photogrammetry projects into a cohesive and efficient workflow? Is it truly possible to boost production rates while maintaining the level of detail and accuracy that clients expect and the functional requirements you depend upon? Furthermore, how do you handle photogrammetric projects that encompass a variety of data types and formats? In the current fast-paced landscape, professionals engaged in photogrammetry and production mapping are tasked with the dual challenge of enhancing output within constrained timelines while upholding a high standard of precision. Recognizing these obstacles, the Geospatial division of Hexagon has developed innovative tools aimed at assisting you in achieving your goals on time, within the defined scope, and with the required accuracy. With IMAGINE Photogrammetry, a robust suite of integrated software solutions, you can transform raw images into reliable data layers that are crucial for applications like digital mapping, raster processing, GIS raster analysis, and 3D visualization. By leveraging these powerful tools, you can not only optimize your workflow but also respond to shifting project requirements with improved flexibility, allowing you to tackle a wider range of challenges in the field. Ultimately, embracing such technology can significantly elevate the quality and efficiency of your photogrammetric endeavors.

At AI Clearing, we specialize in tracking construction progress using our cutting-edge SaaS solution, the AI Surveyor™ engine. This revolutionary platform utilizes advanced machine learning techniques to dramatically improve the monitoring of digital field construction progress. By integrating data captured by drones, our system produces comprehensive 3D site reports that cover the full extent of your construction site, enabling more accurate and effective tracking of progress. Beyond just drone data, the AI Surveyor™ engine leverages a variety of digital data formats to conduct automated and advanced 4D geospatial analytics. This high level of automation significantly reduces reporting times, allowing for the delivery of actionable insights through user-friendly online dashboards and detailed PDF reports. Additionally, our platform is crafted to integrate effortlessly with your existing organizational systems, promoting a smooth and effective data flow. With our unwavering dedication to enhancing construction monitoring, we empower teams to meet their objectives with improved precision and efficiency, ultimately transforming the way construction projects are managed. As a result, stakeholders can make informed decisions more quickly than ever before.

Mapware offers cutting-edge, cloud-based photogrammetry and geospatial data management solutions, enhanced by GPU acceleration, enabling clients to develop versatile GIS workflows that seamlessly align with their current infrastructures. This integration fosters improved efficiency and adaptability in handling geospatial projects.

RealityCapture is an innovative and multifaceted photogrammetry software that allows users to seamlessly generate virtual reality environments, detailed 3D models, orthographic views, and various other outputs from images or laser scans. As a leading-edge tool in the photogrammetry sector, it is transforming the industry through its remarkable speed and efficiency, enabling professionals to focus more on their goals. The software is capable of automatically generating numerous outputs, such as geo-referenced maps, which significantly improve user workflows. For architects, visualizing their designs in relation to their surroundings is essential, as it not only makes for compelling presentations but also aids in confirming the spatial relationships within a realistic context. By offering clients prompt insights into the outcomes, the software boosts communication and comprehension of the project’s potential effects. Furthermore, RealityCapture distinguishes itself by merging sophisticated technology with intuitive features, effectively simplifying the design and presentation phases for its users. This remarkable combination ultimately enhances both creativity and productivity in the architectural and design processes.

Location intelligence, mapping, and analysis offer a myriad of advantages for individuals and businesses alike. The online platform of Spacesium Geospatial Cloud bridges the gap between locations and data via interactive maps that users can engage with. By employing logical analytical tools and innovative, data-driven techniques, you can greatly improve your location intelligence capabilities. Whether you wish to share valuable insights on a global scale or focus on specific communities, you can effectively connect with your target audience. Creating exploratory interactive maps allows users to understand your data in a more comprehensive manner. Utilize the reliable location-based information provided by Spacesium Online to visualize your datasets, gaining richer insights in the process. Smart mapping tools are invaluable for data exploration and visualization, giving you the power to share your maps with the public or specific organizations. Additionally, you can develop web applications that incorporate your maps to provide a more targeted and engaging user experience. Whether you choose to integrate this application into your current framework or seek a customized mapping solution, the options available are vast. Ultimately, leveraging location intelligence can significantly transform decision-making processes, opening up avenues for strategic growth and improved outcomes. Understanding and harnessing these tools can lead to more informed choices in various sectors.

Developing a C++ framework to bolster the understanding of 3D reconstruction techniques from images and photogrammetry can significantly enhance research reproducibility through a clear and precise implementation of both modern and classical algorithms. OpenMVG has been designed with user-friendliness in mind, ensuring that users can easily read, learn, modify, and apply the framework effectively. With a strong emphasis on test-driven development and a wealth of comprehensive examples, this library equips users with the tools necessary to build dependable large-scale systems. OpenMVG provides an all-encompassing framework for 3D reconstruction utilizing images, featuring a range of libraries, executables, and processing pipelines integral to the process. These libraries offer easy access to capabilities such as image manipulation, feature description and matching, camera modeling, feature tracking, robust estimation, and multiple-view geometry. The executables are tailored for specific pipeline tasks, encompassing scene initialization, feature detection, matching, and the structure-from-motion reconstruction process. Moreover, OpenMVG's adaptability and extensive functionality make it an indispensable resource for both newcomers and experienced researchers alike, fostering innovation and exploration in the realm of 3D reconstruction. The framework's emphasis on accessibility and versatility encourages collaboration and the sharing of knowledge among users at all levels.

PolyWorks|Modeler™ serves as a comprehensive software solution tailored for reverse engineering, facilitating the extraction of top-tier CAD elements, including curves, surfaces, parametric sketches, and prismatic features from polygonal models of scanned components, which can subsequently underpin your sophisticated CAD modeling endeavors. The reverse engineering journey begins with the transformation of digitized point clouds into surface-based polygonal models, often known as meshes, which are not only more streamlined and precise but also exhibit reduced noise levels compared to their raw point cloud counterparts, rendering them ideal for industrial tasks like milling, 3D printing, and aerodynamic analysis. Employing robust scanning techniques that ensure quality and accuracy is essential, as this utilizes real-time quality meshing technology to enhance results. Users can further refine their models by addressing gaps, smoothing surfaces, reconstructing geometry, cleaning boundaries, and restoring sharp edges, thus ensuring that surfaces are watertight and ready for production. Beyond this, users can expand their design capabilities by extruding boundaries, offsetting surfaces, recreating fillets, and executing Boolean operations within CAD models, which broadens the scope for innovative applications. Consequently, the various features of PolyWorks|Modeler™ not only simplify the reverse engineering workflow but also position it as an essential asset for professionals across a multitude of industries, empowering them to achieve greater efficiency and creativity in their projects.

We create a detailed software solution focused on 3D reconstruction, photomodeling, and camera tracking. Our goal is to build a solid software base that leverages the latest computer vision algorithms, enabling thorough testing, analysis, and repurposing. Partnerships between academic institutions and the industry are crucial to delivering sophisticated algorithms that uphold the necessary robustness and quality throughout the visual effects and filmmaking stages. The field of photogrammetry, which is concerned with obtaining measurements from photographs, reconstructs the spatial layout of a scene using a series of disorganized images or videos. While conventional photography captures a three-dimensional environment and flattens it onto a two-dimensional plane, resulting in diminished depth perception, photogrammetry aims to recover this lost depth information. By combining two prominent computer vision techniques—“Structure-from-Motion” (SfM) and “Multi View Stereo” (MVS)—we achieve a comprehensive representation of the scene, as these methods collaborate to form a unified model. This sophisticated process not only improves the precision of reconstructions but also plays a vital role in driving innovation across various visual media applications, ultimately pushing the boundaries of what is possible in digital imagery.

The procedure for creating a detailed textured mesh from still images using Meshroom is explained, with Meshroom functioning as a 3D reconstruction tool that operates on the open-source Photogrammetric Computer Vision Framework called AliceVision. To increase the effectiveness of SIFT feature extraction in challenging images, alterations to the default configurations are implemented, which includes the addition of new filters and the application of a DSP-SIFT variation. In addition, a novel post-processing method enhances mesh quality by filtering the status of cells—designating them as either empty or full—based on solid angle ratios, resulting in a more refined appearance. Users operating on specific systems, particularly Ubuntu, may face compatibility challenges between native drivers and Mesa drivers, which could lead to a display issue characterized by an empty black screen. It is crucial to note that AliceVision prioritizes user privacy by refraining from collecting or sharing any personal or system-related information without prior consent. Furthermore, this website employs Google Analytics to gather session data on page views, using this information solely to understand user engagement with the website and the broader AliceVision project, thereby enhancing user experience. This dual commitment to functionality and privacy underscores the importance placed on user satisfaction and the reliability of the software while promoting continuous improvements in the platform. Overall, these measures exemplify the dedication to creating a seamless and trustworthy experience for all users.

Agisoft Metashape is a standalone software tool that facilitates the photogrammetric examination of digital images, generating 3D spatial data useful in various fields, including GIS, cultural heritage documentation, visual effects, and object measurement across different scales. Those who establish an Agisoft Account can utilize the Agisoft Cloud platform, which offers cloud-based processing capabilities. This functionality allows users to transfer their projects to the cloud, thereby minimizing the need for substantial investments in photogrammetry hardware. Features also include online visualization of processing results, the ability to share outcomes, and tools for creating embedded codes that integrate models into websites without hassle. The service operates on a subscription model for storage, with processing time charged by the minute, providing flexibility to meet the unique demands of various projects. Users can find that this payment structure aids in cost management while enhancing the effectiveness of their photogrammetric processes. As a result, Agisoft Metashape not only streamlines workflows but also enables users to focus on their creative output without the burden of extensive technical requirements.

COLMAP is a flexible tool designed for Structure-from-Motion (SfM) and Multi-View Stereo (MVS), offering users both graphical and command-line interfaces. The software boasts a comprehensive set of features suitable for reconstructing both ordered and unordered image sets. It is distributed under the new BSD license, with the latest source code available on GitHub. In line with academic integrity, users are encouraged to acknowledge the original authors of the algorithms incorporated into COLMAP, as detailed in the documentation. For easy access, pre-compiled binaries for Windows come with executables for both interfaces. To start the COLMAP GUI, users can either double-click the COLMAP.bat batch script or run it from the Windows command shell or PowerShell. Similarly, the command-line interface can be launched in the same way, with the batch script automatically setting up the necessary library paths. Furthermore, users can view a list of available commands by executing COLMAP.bat -h in either cmd.exe or PowerShell. This ease of access significantly enhances the usability of COLMAP, making it an essential resource for various image reconstruction projects. The combination of its powerful features and user-friendly interfaces positions COLMAP as a leading choice in the field of computer vision.

PixPro is an advanced photogrammetric software designed to tackle surveying challenges and streamline various work processes, whether conducted on-site or remotely. It offers groundbreaking solutions that are not only cost-effective but also sustainable and efficient, making it a leader in smart surveying technology. The capabilities of PixPro include: - 2D measurements such as: - Point coordinates - Distances between points - 2D area calculations - 2D angular measurements - 3D measurements that encompass: - Altitude and height evaluations - Volume calculations - Variations in object pads - 3D area and angular measurements - Distances between points and draped lines Additionally, it enables various simulations for: - Creating new objects - Removing existing objects - Modifying current objects Visualization features include: - Digital elevation maps - Accurate orthographic imagery - Comprehensive reporting tools This software finds extensive applications across multiple fields such as geodesy, cartography, road design, career mining, agriculture, and solar battery design, highlighting its versatility and importance in modern surveying practices. Furthermore, its user-friendly interface enhances the overall experience for professionals in these industries.

VisualSFM is a convenient application that facilitates the creation of 3D models using a technique known as structure from motion (SFM). This software integrates components from several previous projects I've been involved with, such as SIFT on GPU (SiftGPU), Multicore Bundle Adjustment, and Towards Linear-time Incremental Structure from Motion. By utilizing multicore parallel processing, VisualSFM significantly boosts the speed and effectiveness of processes like feature detection, feature matching, and bundle adjustment. Furthermore, for achieving dense reconstruction, it effectively incorporates Yasutaka Furukawa's PMVS/CMVS toolchain, which enhances the quality of the final output. The combination of these diverse tools and methodologies positions VisualSFM as an invaluable asset for individuals working on 3D reconstruction endeavors. Whether you are a novice or an expert, this application provides the resources necessary to streamline the modeling process.

Polycam emerges as the top choice for 3D capture applications compatible with both iPhone and iPad! Using just your device, you can easily create detailed 3D models from images, and if equipped with a LiDAR sensor, you can swiftly scan entire environments. The app provides options for editing your 3D models directly on your device and can export in over twelve file formats. Sharing your creations with friends and the wider Polycam community is simple through Polycam Web, and you can also explore captures from all corners of the globe on Poly World! Its photogrammetry feature allows for the conversion of photos into 3D models, making it especially effective for detailed scans of complex objects and scenes. Furthermore, it produces 3D assets that can be effortlessly incorporated into a variety of computer graphics applications. Suitable for any iPhone or iPad, the application offers limitless free scanning without the need for internet access. You can also make unlimited measurements with inch-level accuracy using the Ruler tool, alongside the convenience of automatic measurements from LiDAR scans. For users seeking to enhance their capabilities, upgrading to Polycam Pro unlocks the ability to create scale-accurate blueprints, further expanding the app's functionality. Overall, Polycam stands as a robust and versatile tool for anyone eager to delve into the realms of 3D modeling and spatial scanning, making it an invaluable resource for both amateurs and professionals alike.

Effortlessly acquire detailed 3D scans from your customers or team with our intuitive iOS SDKs, which enable you to integrate the capability to capture both 2D and 3D data directly into your application. If you wish to depict the world in three dimensions instead of just two, consider using Capture, the fastest and most accurate scanning application available for iPhone users! This app empowers you to generate 3D scans, which can easily be shared, saved, or downloaded in multiple file formats—all free of charge. Capture is specially designed to function with the TrueDepth camera, available exclusively on iPhone models X, Xs, Xr, and Xs Max. Scanning a stationary object is as simple as taking a panoramic photograph. After completing the scan, you can view it in our model environment or experience it through augmented reality. Additionally, sharing your scan with friends is straightforward, as it can be sent via platforms like iMessage, Slack, WhatsApp, and others. Importantly, all iPhones can access the scan and explore augmented reality features, even if they do not have a TrueDepth camera. The simplicity of sharing encourages a creative exchange among friends and collaborators, leading to a more engaging experience. This makes it easier than ever to collaborate and innovate together.

FreeCAD is a powerful, open-source parametric 3D modeling application designed for the creation of real-world objects in different sizes. The parametric modeling capability allows users to easily track the history of their designs and make adjustments to various parameters, thus streamlining the modification process. Users can create constrained 2D sketches that form the basis for building additional objects, enhancing the design workflow. The software includes a variety of tools for modifying dimensions and extracting detailed specifications from 3D models, which contributes to the generation of precise, production-ready drawings. As a cross-platform solution that works on Windows, Mac, and Linux, FreeCAD provides robust customization and extensibility features. It supports numerous open file formats such as STEP, IGES, STL, SVG, DXF, OBJ, IFC, and DAE, facilitating seamless integration into diverse projects. Tailored for different applications, including product design, mechanical engineering, and architecture, FreeCAD appeals to a wide range of users. Whether you are a casual hobbyist, a seasoned CAD expert, a student, or a teacher, FreeCAD's intuitive interface ensures that everyone can utilize its capabilities effectively. The software thrives on community-driven development, continuously improving through user feedback and contributions, which helps it meet the evolving needs of its extensive user base. This commitment to ongoing enhancement makes FreeCAD not only a tool but also a collaborative platform for innovation in design.

Bentley View is a free CAD viewer that allows users to navigate 3D models while offering functionalities such as object searching, accurate distance and area calculations, and the capability to print high-quality scaled drawings on any desktop. With millions of users, it has established itself as the most powerful free viewer available in the market. In addition to its status as a top AutoCAD viewer, Bentley View is compatible with over 50 different file formats, including both CAD and raster images, as well as Bentley's highly adaptable iModels. Users can open DWG and DXF files while maintaining the original design's fidelity, similar to the authoring software. The latest CONNECT Edition has brought further enhancements, adding more format support and improved viewing features, thus elevating it beyond a mere DWG file viewer. For individuals who need only to view CAD files, Bentley View is an excellent complimentary choice! Nevertheless, if your requirements include editing for the development of drawings, models, and visualizations, it would be wise to explore MicroStation PowerDraft as a supplementary option. This combination of tools guarantees that users have access to a wide range of features tailored to various project needs, ensuring comprehensive support for their design endeavors. Ultimately, Bentley View not only meets basic viewing needs but also enhances the overall user experience with its robust capabilities.

Posed People are intricate 3D digital replicas of individuals, each one captured in a unique natural position through sophisticated scanning techniques. Their designs and high-definition textures have been carefully enhanced to accurately embody the vitality and realism characteristic of real human forms. These Posed 3D models are equipped with pre-set materials, making them ready for immediate use. Additionally, the complimentary models match the same high-quality criteria and features as the Posed 3D People available for purchase in our online store. On the other hand, Rigged People are flexible and modifiable 3D scans, each incorporating a built-in skeleton that is already mapped to the model's surface, a process known as skinning. This design facilitates straightforward posing and animation, which makes our Rigged People extremely versatile for numerous uses. Moreover, motion capture data can be applied to swiftly create realistic animations, thereby increasing their practicality. The free models provided also reflect a comparable level of quality and functionality as the Rigged People sold in our online shop, guaranteeing that users can access remarkable assets at no expense. This combination of adaptability and superior quality renders these models perfect for a diverse array of creative endeavors, empowering artists and developers alike.

Open CascadeCAD Assistant serves as an offline 3D CAD viewer and converter, featuring a user-friendly interface that is available for free for both personal and commercial purposes. Initially designed to demonstrate the capabilities of Open CASCADE Technology on mobile devices, it has garnered a substantial user base across desktops and mobile platforms globally, proving to be a quick and efficient 3D visualization tool. This application empowers engineers working with 3D data by leveraging open technologies, maximizing accessibility and functionality. Built on open-source libraries such as Open CASCADE Technology, Qt, FreeType, and FreeImage, it supports a wide array of open formats for CAD and mesh data, including STEP, IFC, IGES, BREP, glTF, JT, PLY, STL, OBJ, and 3DM. In addition to these capabilities, it can handle various other file types like DXF and SAT (ACIS), as well as XT (Parasolid). Moreover, CAD Assistant provides additional features that allow users to view mesh models along with their corresponding data, making it versatile for different use cases. With the ability to import and display files in PLY format, users can easily visualize mesh structures.

MeshMap is a groundbreaking open platform designed for 3D mapping that seeks to improve the creation of spatial applications and experiences. Users are encouraged to engage in the process of building a detailed 3D model of the world by scanning their environments with devices like smartphones, drones, or specialized gear, and they are rewarded for their input. The platform supports various scanning methods, including LiDAR, photogrammetry, and Gaussian splatting, and offers convenient export formats such as .gltf and .ply files. Furthermore, MeshMap includes a Unity SDK that aids in the creation and sharing of extended reality applications, enabling creators to incorporate scans, develop original content, and reach a worldwide audience. By ensuring compatibility across diverse devices and platforms, it currently accommodates gadgets like Meta Quest 3 and Magic Leap 2, while aiming for even wider compatibility in the future. MeshMap is dedicated to fostering a community-oriented and user-driven mapping ecosystem, making high-precision and detailed 3D maps available to all. This initiative not only empowers users but also transforms our perception and engagement with the three-dimensional world. As a result, MeshMap opens doors to innovative possibilities in the realm of spatial technology.

The 3D collaboration platform enhances your design processes significantly. You can invite colleagues to collaborate in real-time, allowing for a fresh approach to building, composing, and presenting your work. Accelerate the development of your 3D projects and eliminate the inefficiencies associated with juggling various desktop design tools, sending bulky files back and forth, and spending hours on asset exports. Thanks to RealityMAX technology, these hassles are a thing of the past. Effortlessly create scenes using numerous 3D models while enjoying compatibility with all major 3D formats. Share a unified 3D workspace remotely, and easily embed your creations as Web 3D or AR experiences on your website. Invite individuals to your virtual 3D workspace with a single link, fostering seamless collaboration regardless of location. With this software, your team can stay connected and access real-time updates and changes from any device, ensuring that everyone is on the same page. This innovative platform not only enhances creativity but also streamlines teamwork in unprecedented ways.

Our state-of-the-art geometric deep learning solution forges a direct link between physical objects and digital coding. We are transforming the fields of engineering, industrial design, and procurement by empowering innovators and creators through the reimagining of every 3D model. Utilizing proprietary algorithms in conjunction with advanced geometric deep learning, Physna converts 3D models into rich data sets that can be understood by a multitude of software applications. This groundbreaking technology enables 3D models to be examined and manipulated like conventional code, effectively bridging the gap between the tangible world and the software-driven digital landscape. The platform analyzes CAD files and various 3D models, generating a structured representation termed the "Physna DNA" for each model. This digital format allows Physna to showcase subtle differences and resemblances across models, even those that may be incomplete or in differing formats. Moreover, it grants insight into all elements within complex assemblies, including components nested within others, thereby enhancing comprehension of intricate designs. In addition, this revolutionary approach not only fosters innovation but also leads to improved collaboration and productivity across diverse sectors, encouraging a more integrated future.

SuperSplat stands out as the leading tool for editing and refining 3D Gaussian splats. Its intuitive interface comes with powerful selection tools that streamline the process of cleaning up your splats, making it user-friendly. Built on the sophisticated PlayCanvas engine runtime and leveraging the PCUI front-end framework, SuperSplat provides a lightweight and efficient visual editing space that operates entirely within a web browser. This accessibility eliminates the need for any downloads or installations, enhancing user convenience. It works flawlessly with the commonly used PLY file format, ensuring compatibility with any engine you prefer. The capabilities of the PlayCanvas engine allow it to handle even the most intricate 3D Gaussian splat scenes with ease. Users can effortlessly choose splats for deletion and can also move and rotate their scenes to suit their preferences. Moreover, you have the option to save your projects in PLY, compressed PLY, or SPLAT formats. 3D Gaussian splatting is an innovative approach for creating lifelike 3D scenes from photogrammetry; however, adjustments may be necessary for the best visual outcomes. Consequently, SuperSplat becomes an indispensable resource for artists and developers aiming to enhance their visual projects effectively. Its range of features not only improves workflow efficiency but also empowers users to achieve stunning results in their creative endeavors.

Creo View serves as a powerful visualization tool for enterprises, enhancing collaboration between design teams both locally and internationally. This platform grants straightforward access to an array of engineering data, including 3D CAD models, 2D drawings, electrical schematics, and printed circuit boards, which can be utilized interactively on computers or via augmented reality (AR). Such capabilities allow design authors, project managers, and downstream suppliers to quickly share and retrieve vital information with each other and other stakeholders involved in the project. The tool streamlines the processes of comparison and validation by enabling a single-view examination of mechanical and electrical designs, project specifics, and component data. Consequently, users of Creo View can expedite their design reviews, improve teamwork amongst users and broader design teams, and ultimately achieve superior product quality while lowering costs. PTC provides a diverse range of commercial viewing options, from the complimentary Creo View Express viewer to fast, scalable viewers, ensuring that every requirement is met. In doing so, Creo View not only enhances design workflows but also fosters innovation throughout the entire organization, making it an indispensable resource for modern engineering and design practices.

Tools for capturing reality serve as a bridge connecting the tangible world with the digital environment. Through the use of ReCap™ Pro, individuals can convert scanned images and laser data into intricate 3D models. The software generates point clouds and meshes, which support Building Information Modeling (BIM) workflows, thereby allowing design teams to collaborate effectively using concrete data. Another component, ReCap Photo, utilizes images captured by drones to create three-dimensional representations of current site conditions and various objects, along with producing point clouds, meshes, and ortho photos. The Software Development Kit (SDK) that comes with ReCap Pro enables quick integration of real-world information into Autodesk's design and construction software. Users have the ability to easily compare RealView scans with overhead map visuals, enhancing their analysis. Moreover, the compass widget assists in defining the XY axis for the user coordinate system in the overhead view, while sophisticated GPS technology guarantees that ground control points are accurately established, enabling photo reconstruction to reach survey-grade precision. Overall, this suite of features not only optimizes workflows but significantly improves the precision of design endeavors, making it an indispensable asset for professionals in the field. The synergy of these tools ultimately transforms how design projects are approached and executed.

PlantFactory emerges as the premier option for creating 3D plants, equipped with a user-friendly toolkit that grants exceptional command over fine details. It enables the effortless crafting of everything from delicate mushrooms to majestic trees. Whether your needs involve hyper-realistic, high-polygon vegetation for visual effects and architectural visualization, stylized plants for marketing campaigns, or lightweight models suitable for real-time applications, PlantFactory accommodates all these demands and seamlessly fits into your creative workflow. The software boasts three adaptable modeling methods that can be innovatively mixed, allowing users to sketch plants using fundamental shapes or custom brushes, leverage modular elements, or construct designs from scratch through a node-based framework. Moreover, PlantFactory’s adaptable structure facilitates the easy creation of non-organic items that display repeating patterns. It also simplifies UV unwrapping while guaranteeing optimal edge flow and topology through advanced algorithms, which enables artists to focus more on creativity rather than being hindered by technical issues. This comprehensive approach positions PlantFactory as not merely a software tool, but as an essential component for any artist pursuing excellence in their work. The ability to customize and refine every aspect of your vegetation design ensures that the final product is both unique and tailored to your specific artistic vision.

Easily integrate optimization and simulation models into your desktop, web, or mobile applications by leveraging consistent high-level objects such as Problem, Solver, Variable, and Function, along with their collections, properties, and methods that span multiple programming languages. This consistency is enhanced by a standardized object-oriented API that clients can access remotely through Web Services WS-* standards, catering to languages like PHP, JavaScript, and C#. Moreover, procedural languages can conveniently execute traditional calls that align well with the object-oriented API's properties and methods. The array of optimization techniques offered includes linear and quadratic programming, mixed-integer programming, smooth nonlinear optimization, as well as global optimization and non-smooth evolutionary and tabu search techniques. In addition, you can seamlessly incorporate top-notch optimization tools from Gurobi™, XPRESS™, and MOSEK™ for linear, quadratic, and conic models, as well as KNITRO™, SQP, and GRG methods for addressing nonlinear challenges, all within the Solver SDK framework. The ability to generate a sparse DoubleMatrix object with an impressive scale of 1 million rows and columns simplifies the management of extensive datasets. This adaptability in creating and optimizing complex problems empowers developers to craft solutions that are not only efficient but also finely tuned to the unique requirements of their applications, thereby enhancing overall productivity.

Geminus leverages the power of predictive intelligence by merging artificial intelligence with physical principles through cutting-edge multi-fidelity modeling techniques. Our groundbreaking AI, rooted in fundamental principles, integrates the physical constraints of reality into resilient predictive frameworks. The Geminus platform skillfully employs limited datasets to quickly assess the dynamics of complex industrial systems, facilitating accurate predictions about the impact of crucial business decisions. By fusing models with data, Geminus's multi-fidelity approach enables the rapid development of highly precise surrogates, achieving processing speeds more than 1,000 times quicker than traditional simulations. A distinctive feature of Geminus is its capability to effectively quantify model uncertainty, providing confidence in your forecasts and the strategic decisions that arise from them. Furthermore, Geminus dramatically shortens the model development timeline from several months to just a few hours, while requiring significantly less data and computational power than conventional AI or simulation methods. The models produced by Geminus are enriched with insights drawn from the actual behaviors of real-world systems, granting organizations a clearer understanding that improves decision-making. This revolutionary methodology not only optimizes the modeling process but also equips organizations with the agility to respond rapidly to evolving circumstances, ultimately enhancing their competitive edge in the marketplace.

Rayfront is an adaptable toolkit designed to work across different platforms, featuring an intuitive graphical interface tailored for the lighting simulation software Radiance. It can be utilized as an add-on to applications such as Autocad or Intellicad, alongside the 3Dsolar building modeler, or it can operate as a standalone tool. Radiance is recognized as the leading raytracing engine in the market, valued for its ability to provide physically precise lighting simulations. While Radiance is available for free through LBNL, it is tools like Rayfront that empower regular users to access its functionalities effortlessly on personal devices and within local networks. Additionally, Rayfront supports a diverse range of CAD and modeling software, accommodating all DXF file formats and including translators for various other data types. Users can choose from either a free or commercial geometry modeler that meets their specific requirements, ensuring a reliable method for integrating its output data with Rayfront. This adaptability significantly enhances the architectural and lighting design process, making Rayfront an essential tool for professionals aiming to elevate their design projects. With its robust features and compatibility, Rayfront simplifies complex tasks, allowing users to focus on creativity and innovation in their work.

Maverick Studio is an advanced desktop application that leverages GPU acceleration to build a highly sophisticated light physics simulator, accompanied by intuitive drag-and-drop functionality. Importing your 3D models or CAD files is a breeze, enabling you to generate strikingly photo-realistic images or engaging turntable presentations with ease. Furthermore, a handy plug-in for Rhinoceros facilitates seamless model transfers to Maverick Studio with just one click, preserving all the fine details of materials, lighting, and camera configurations you set up in the application. This user-friendly process allows for the exquisite lighting of your jewelry models, achieving remarkable photo-realistic results through the use of advanced gradient lighting techniques and scientifically precise materials. Those who don’t utilize Rhino need not fret; you can still export from a wide array of modeling software to any compatible file format supported by Maverick, making it simple to enhance your geometries with lighting and textures for stunning visual outcomes. Ultimately, Maverick Studio opens the door to endless creative opportunities for showcasing and presenting your designs innovatively. The combination of its features empowers users to push the boundaries of their artistic expression and craftsmanship.

CityEngine is an advanced 3D modeling tool that allows for the swift generation of large and interactive urban environments more effectively than traditional modeling approaches. With CityEngine, the cities you create can either draw from actual geographical information system (GIS) data or be entirely imaginative, reflecting any historical or fictional timeframe. Rather than building each structure individually, users can produce an extensive city model all at once. The software makes it easy to modify architectural styles and other city elements, enabling you to explore a wide range of design possibilities with minimal effort. Additionally, it allows for the creation of 3D models that can effectively communicate proposed changes and alternative layouts. Your designs can adhere to 3D representations of land use regulations and other relevant parameters, ensuring compliance and feasibility. Presenting different design iterations to your team or stakeholders is straightforward, fostering an environment for constructive feedback. CityEngine integrates smoothly into your current workflow, allowing the addition of key structures or assets to form a well-rounded 3D environment. Furthermore, you can export your creations back into high-end visualization programs or game engines for enhanced refinement and presentation. This robust software not only fuels creativity but also promotes collaboration among all project contributors, resulting in a more cohesive design process. By using CityEngine, you can significantly reduce development time while enhancing the quality and impact of your urban planning projects.

Create expansive worlds, complex characters, and stunning visual presentations with ease. Employ sophisticated animation software to breathe life into realistic characters that engage viewers. Effortlessly craft 3D models and immersive environments thanks to the intuitive design capabilities of Maya® software. Produce authentic effects, from intense explosions to intricate fabric simulations, that heighten the visual experience. A state-of-the-art visual programming environment with dynamic solvers facilitates the rapid generation of spectacular effects ideal for major films. Leverage the Bifrost Graph Editor to design custom graphs that meet the unique requirements of your projects. With access to pre-built graphs, you can produce extraordinary effects like snow, sand, and swirling dust storms quickly. Use Arnold, a robust rendering tool, to simplify the process of rendering detailed projects that involve intricate characters, environments, and lighting. The seamless integration of Arnold within Maya allows for immediate previews of high-quality results, enabling quick adjustments on the fly. This user-friendly interface and its straightforward controls lead to significant time savings, allowing you to concentrate more deeply on your creative objectives. Ultimately, this powerful synergy not only boosts efficiency but also enhances the overall caliber of your artistic creations. Moreover, by streamlining workflows, it empowers creators to push the boundaries of their imagination like never before.

IGiS CAD, developed by Scanpoint Geomatics Limited, is a robust software solution for 2D drafting and 3D modeling, enabling professionals to design, plan, execute, and assess their projects with remarkable accuracy. This versatile tool caters to a range of fields, including Architecture, Engineering, Construction, Mechanical disciplines, Urban Planning, and beyond. With its user-friendly interface and high-speed performance, IGiS CAD ensures a smooth learning curve and efficient workflow. Additionally, its affordability makes it an attractive option for a wide audience of professionals seeking effective design solutions. Users can expect not only quality but also value for their investment when utilizing this software.

Crafted for businesses that develop detailed and complex prototypes, the primary goal is to reduce the number of prototype variations that are generated. smartAR™ overlays a digital version onto the live camera feed of a physical object, ensuring that the scale, positioning, and orientation of the CAD model perfectly match the real item. Users can observe the digital twin via a tablet, with its movements tracked by an external motion monitoring system that keeps a close watch on both its location and angle. This tracking system enables exceptional accuracy in aligning the digital twin with the actual object. As individuals move around the physical item, the virtual images on the tablet remain consistently anchored to the object. Additionally, virtual information can be placed with remarkable accuracy on the real-world object, achieving a precision of less than 3 millimeters in most stable viewpoints. The TGX software developed by Mechdyne provides effortless access to high-resolution CAD files from centralized servers or workstations, which effectively minimizes latency on the tablet and thereby improves the user experience. This integration of advanced technologies not only simplifies the prototyping workflow but also empowers users to engage with their designs in a more immersive and realistic way, ultimately fostering greater creativity and innovation in their projects.