Best LiDAR Software for Cloud
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What is LiDAR Software for Cloud?
LiDAR (Light Detection and Ranging) software processes and analyzes 3D spatial data captured by LiDAR sensors. It converts raw point cloud data into usable formats for applications such as mapping, 3D modeling, and terrain analysis. The software enables tasks like object detection, surface classification, and elevation modeling with high accuracy. LiDAR software is widely used in industries like autonomous vehicles, construction, forestry, and environmental monitoring. Its advanced algorithms facilitate precise measurements, improving decision-making and operational efficiency. Compare and read user reviews of the best LiDAR software for Cloud currently available using the table below. This list is updated regularly.
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Cupix
Cupix
Cupix is the trusted partner of choice for delivering the industry’s most flexible and easiest-to-deploy 3D digital twin platform to builders and owners everywhere. Capture your Jobsite in 3D with our simple-to-use mobile app while controlling a 360 camera. Then collaborate by sharing a variety of information related to the built-world lifecycle. All through a single platform. The industry's most advanced 3D digital twin platform is based on data captured from any source, anywhere, any time. Import any form of point cloud data into our unified 3D digital twin platform, including terrestrial and hand-held LiDAR scanners, drone photogrammetry, robots, and custom-built reality capture systems. Keep your team productive. Cupix 3D Digital Twins enable you to virtually inspect, annotate, and take measurements for any project, from the safety of your home. Catch and resolve costly mistakes before they happen. -
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ArcGIS
ESRI
Mapping and analysis, location intelligence for everyone. Part of the Esri Geospatial Cloud, ArcGIS Online enables you to connect people, locations, and data using interactive maps. Work with smart, data-driven styles and intuitive analysis tools that deliver location intelligence. Share your insights with the world or specific groups. Build interactive maps that explain your data and encourage users to explore. Map your own data and gain perspective by adding the authoritative location-based data included in ArcGIS Online. Use smart mapping to guide your data exploration and visualization. Share your maps with specific groups or everyone. Create web apps with your maps for a focused, interactive experience. Then integrate the apps you built into your digital presence including your website, social media posts, and blog articles.Starting Price: $100 per year -
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Pix4D
Pix4D
The only drone mapping & photogrammetry software tools with a flight app, desktop, and cloud platforms. Rely on Pix4D’s processing algorithms to get the survey-grade results you expect. Choose the AutoGCPs feature for even greater accuracy. Get an instant view of any jobsite from anywhere, on your browser, in 2D and 3D, with results you can measure, explore, compare, share and collaborate on. Keep a permanent and up-to-date record of the project and resolve disputes efficiently. Capture images or point clouds with a drone or any laser scanner. When using a drone, automate and optimize your flights with the free PIX4Dcapture mobile app. Use the combined power of images and point clouds to extract key elements from photogrammetry, laser scanning or LiDAR data. Survey curbs, building footprints, walls, catenary curves and more. Work 50% faster when you vectorize from point clouds and verify in images, while the Smart Grid saves 1,000s of clicks creating spot elevations.Starting Price: $32.50 per month -
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SKY ENGINE
SKY ENGINE AI
SKY ENGINE AI is a simulation and deep learning platform that generates fully annotated, synthetic data and trains AI computer vision algorithms at scale. The platform is architected to procedurally generate highly balanced imagery data of photorealistic environments and objects and provides advanced domain adaptation algorithms. SKY ENGINE AI platform is a tool for developers: Data Scientists, ML/Software Engineers creating computer vision projects in any industry. SKY ENGINE AI is a Deep Learning environment for AI training in Virtual Reality with Sensors Physics Simulation & Fusion for any Computer Vision applications. SKY ENGINE AI Synthetic Data Generation makes Data Scientist life easier providing perfectly balanced datasets for any Computer Vision applications like object detection & recognition, 3D positioning, pose estimation and other sophisticated cases including analysis of multi-sensor data i.e., Radars, Lidars, Satellite, X-rays, and more. -
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Mindkosh
Mindkosh AI
Mindkosh is the data platform for curating, labeling and validating datasets for your AI projects. Our industry leading data annotation platform combines collaborative features with AI-assisted annotation features to provide a comprehensive suite of tools to label any kind of data, be it Images, videos or 3D pointclouds such as those from Lidar. For images, Mindkosh offers semi-automatic segmentation, pre-labeling for bounding boxes and automatic OCR. For videos, automatic interpolation can reduce massive amounts of manual annotation. And for lidar, 1-click annotation allows you to create cuboids in just 1 click! If you are simply looking to get your data labeled, our high quality data annotation services combined with an easy to use Python SDK and web-based review platform, provide an unmatched experience.Starting Price: $30/user/month -
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IoTFlows
IoTFlows
SenseAi uses artificial intelligence to monitor and analyze the performance of a machine based on its vibration and acoustics data. This allows manufacturers to identify issues or inefficiencies in the production process and make data-driven decisions to improve performance. Unlock the full potential of your manufacturing operations with SenseAi's plug-and-play, AI-powered monitoring solution. SenseAi is designed to easily stick to your machines with its magnetic design, allowing you to monitor and analyze their performance with minimal disruption to your operations. Vibration, acoustics, and LIDAR sensors provide comprehensive machine performance analysis. Real-time monitoring and data analysis with 4G cellular connectivity. Real-time notifications of machine downtime. Monitor multiple facilities or production lines. Improve your manufacturing operations with real-time machine utilization monitoring.Starting Price: $4,812 per year -
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SURE Aerial
nFrames
nFrames SURE software delivers an efficient solution of dense image surface reconstruction for mapping, surveying, geo-information and research organizations. The SURE software delivers derivation of precise point clouds, DSMs, True Orthophotos and textured Meshes from small, medium and large frame images. This advanced solution is designed for applications including countrywide mapping, monitoring projects that use manned aircraft and UAVs, cadaster, infrastructure planning, and 3D modeling. SURE Aerial is specifically designed for aerial image datasets captured with large frame nadir cameras, oblique cameras and hybrid systems with additional LiDAR sensors. Without limitation in image resolution, it empowers the production of 3D Meshes, True Orthophotos, Point Clouds and Digital Surface Models on common workstation hardware and in cluster environments. Simple to setup and operate, SURE Aerial is compliant with mapping industry standards and accessible for web streaming technologies. -
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VisionCivil Pro
Geo-Plus
Get the most efficient civil engineering tool. Quickly visualize terrain from different angles and export your survey to DTM. Import large LiDAR Point Clouds data and easily analyze them. Integrate your .xml and .dwg files into your favorite CAD and share them. Use an external database to facilitate data sharing. Edit surfaces by adding break lines and holes, work with 2D and 3D profile alignments, as well as handling LiDAR Point Clouds. Offers four methods for calculating volumes: by comparing surfaces, comparing planes, cross sections and solids. Generates surfaces by simplifying the Point Cloud and keeping only the important points that will reflect the surface behaviors. Place, move, and rotate building footprints inside a parcel with ease while respecting the chosen constraints. Allows to automatically create parcels from survey points or from existing drafts. Helps create, edit, and triangulate surfaces by allowing to select points and break lines. -
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Discover an open, scalable and modular virtual driving simulator that enables testing against a variety of objectives and performance requirements. Ansys VRXPERIENCE Driving Simulator Powered by SCANeR™ enables you to assemble scenarios, test software, consider vehicle dynamics and experience sensors within a virtual driving environment. It enables a fully virtual driving lab for analyzing performance results. VRXPERIENCE Driving Simulator offers an immersive simulated test-drive experience set within a representative world. Perform exhaustive safety assessments to drive millions of virtual miles in days and accelerate development by 1,000x compared to physical road-testing. As passenger automobiles become more digitalized and more autonomous, they require a wide range of advanced technologies that include sensors, such as cameras, radar and lidars, as well as embedded software supporting automated control systems.
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QGIS
QGIS
Create, edit, visualize, analyze and publish geospatial information on Windows, Mac, Linux, BSD and mobile devices. For your desktop, server, in your web browser and as developer libraries. QGIS is a user-friendly open-source Geographic Information System (GIS) licensed under the GNU General Public License. QGIS is an official project of the Open Source Geospatial Foundation (OSGeo). It runs on Linux, Unix, Mac OSX, Windows and Android and supports numerous vector, raster, and database formats and functionalities. QGIS provides a continously growing number of capabilities provided by core functions and plugins. You can visualize, manage, edit, analyze data, and compose printable maps. We also collect case studies of how people all over the world use QGIS for their GIS work. You can view combinations of vector and raster data (in 2D or 3D) in different formats and projections without conversion to an internal or common format. -
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Scale Data Engine
Scale AI
Scale Data Engine helps ML teams build better datasets. Bring together your data, ground truth, and model predictions to effortlessly fix model failures and data quality issues. Optimize your labeling spend by identifying class imbalance, errors, and edge cases in your data with Scale Data Engine. Significantly improve model performance by uncovering and fixing model failures. Find and label high-value data by curating unlabeled data with active learning and edge case mining. Curate the best datasets by collaborating with ML engineers, labelers, and data ops on the same platform. Easily visualize and explore your data to quickly find edge cases that need labeling. Check how well your models are performing and always ship the best one. Easily view your data, metadata, and aggregate statistics with rich overlays, using our powerful UI. Scale Data Engine supports visualization of images, videos, and lidar scenes, overlaid with all associated labels, predictions, and metadata. -
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AGERpoint
AGERpoint
With accessible tools to measure and monitor plants, Agerpoint’s spatial intelligence platform unlocks insights for sustainable food systems and trusted climate solutions. Growers, researchers, conservationists, and other agriculture and climate professionals capture data with their mobile devices by walking around a single plant or planted area of interest. Agerpoint capture uses the camera, LiDAR, and GPS data to record images, depth, and location. Live augmented reality feedback guides the user towards a successful capture. Edit your captures, view them using augmented reality, and share data with other platforms. Upload models to the Agerpoint cloud platform for more detailed modeling and measurements, including canopy size, trunk diameter, fruit count, disease presence, and species identification. -
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ROCK Cloud
ROCK Robotic
ROCK Cloud is a comprehensive platform designed to streamline the processing and analysis of LiDAR datasets. It offers real-time editing and classification capabilities, enabling users to efficiently compare, align, and merge data. The platform supports ground control point management and provides accurate reports to ensure data precision. Users can perform 3D GCP alignment, calculate stockpile volumetrics, and visualize inspection photos. The platform facilitates data storage and sharing, with multiple user access and customizable branding options. It also supports orthomosaic integration, allowing for a comprehensive deliverable experience. All data is securely stored on the ROCK Cloud, ensuring accessibility and collaboration among team members. Instantly order professional deliverables with only one-click of a button. We quality-check your data to make sure it's captured and aligned correctly. -
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TopoDOT
TopoDOT
TopoDOT is a comprehensive point cloud processing software designed to address the unique challenges of geospatial data acquisition along road, rail, utility, and other land survey applications. It offers a balanced approach between automation and quality assurance, enabling efficient extraction of topographies, 3D structural models, GIS asset data, and other digital twin infrastructure deliverables. The platform leverages artificial intelligence to facilitate rapid and accurate feature extraction from point clouds, thereby enhancing productivity and reducing project costs. TopoDOT's suite includes tools for managing and sharing data, assessing data quality, and executing well-documented processes to ensure successful project outcomes. Additionally, the software provides training and support from in-house professionals to assist users in optimizing their workflows.Starting Price: $11,500 one-time payment -
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GEOCIRRUS
AAM Group
Architects, designers, and urban planners can access high-resolution content at their fingertips. Construction, development and engineering professionals gain clear oversight of their project environments in a variety of detailed formats. Asset owners and managers see their properties in fine detail and gain insight into how changes in the environment may impact them. The range and locations of Geocirrus content is extensive and always growing. We regularly capture and process our survey data to ensure our aerial imagery, LiDAR data, 3D Photomesh and building models reflect changes in the real-world environments. We want our Geocirrus content to meet your needs. If you need content of a particular location or certain type that is currently unavailable, then let us know. -
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Opticks
Opticks
Opticks is an unmatched cybersecurity tool for MVAS, Affiliate Networks, and Direct Advertisers, powered by artificial intelligence that never sleeps. Advanced and highly customizable analytics detect fake subscriptions, bots, iFrames, Malware APKs, MSISDN, proxy traffic, harmful applications, dangerous IPs, and more. Seamless onboarding makes Opticks the tool of choice for forward-thinking businesses worldwide. Opticks blocks and tracks the most sophisticated ad fraud in real time. Instantly know which traffic will bring in revenue and block ad fraud before it happens. Empower your growth teams with precise acquisition data. Opticks makes it extremely easy to block and track sophisticated online ad fraud so you can drive your revenues confidently. Our proprietary technology detects the most advanced fraud techniques and its ever-evolving machine learning nature keeps ahead of fraudsters. Dissect the real quality of your traffic, identify threats and make real-time decisions. -
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NVIDIA DRIVE Map
NVIDIA
NVIDIA DRIVE® Map is a multi-modal mapping platform designed to enable the highest levels of autonomy while improving safety. It combines the accuracy of ground truth mapping with the freshness and scale of AI-based fleet-sourced mapping. With four localization layers—camera, lidar, radar, and GNSS—DRIVE Map provides the redundancy and versatility required by the most advanced AI drivers. DRIVE Map is designed for the highest level of accuracy, the ground truth map engine creates DRIVE Maps using rich sensors—cameras, radars, lidars, and differential GNSS/IMU—with NVIDIA DRIVE Hyperion data collection vehicles. It achieves better than 5 cm accuracy for higher levels of autonomy (L3/L4) in selected environments, such as highways and urban environments. DRIVE Map is designed for near real-time operation and global scalability. Based on both ground truth and fleet-sourced data, it represents the collective memory of millions of vehicles. -
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ERDAS IMAGINE
Hexagon Geospatial
Geographic imaging professionals need to process vast amounts of geospatial data every day — often relying on software designed for other purposes and add-on applications that create almost as many problems as they solve. Save both time and money, leverage existing data investments, and improve your image analysis capabilities with ERDAS IMAGINE. ERDAS IMAGINE provides true value, consolidating remote sensing, photogrammetry, LiDAR analysis, basic vector analysis, and radar processing into a single product. ERDAS IMAGINE simplifies image classification and segmentation, orthorectification, mosaicking, reprojection, elevation extraction, and image interpretation. Powerful algorithms and data processing functions work behind the scenes so you can concentrate on your analyses. ERDAS IMAGINE offers K-Means, ISODATA, object-based image segmentation, Machine Learning and Deep Learning Artificial Intelligence algorithms. -
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Aurora Driver
Aurora
Created from industry-leading hardware and software, the Aurora Driver is designed to adapt to a variety of vehicle types and use cases, allowing us to deliver the benefits of self-driving across several industries, including long-haul trucking, local goods delivery, and people movement. The Aurora Driver consists of sensors that perceive the world, software that plans a safe path through it, and the computer that powers and integrates them both with the vehicle. The Aurora Driver was designed to operate any vehicle type, from a sedan to a Class 8 truck. The Aurora Computer is the central hub that connects our hardware and autonomy software and enables the Aurora Driver to seamlessly integrate with every vehicle type. Our custom-designed sensor suite—including FirstLight Lidar, long-range imaging radar, and high-resolution cameras—work together to build a 3D representation of the world, giving the Aurora Driver a 360˚ view of what’s happening around the vehicle in real time. -
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Luxolis 3D Scanner
Luxolis
Using the LiDAR sensor on your iPhone and iPad Pro, instantly and accurately scan, measure, and share/collaborate with our state-of the-art Luxolis 3D Scanner app. • The scanning process is incredibly fast, allowing you to scan multiple objects or surface in a short amount of time. • The app's measurement tools are easy to use, making it possible for anyone to take measurements. • You can easily share your 3D models with colleagues or clients, allowing them to make annotations from their own device. This feature streamlines the collaboration process, and ensuring that everyone is on the same page. New version is available now! -
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Helm.ai
Helm.ai
We license AI software throughout the L2-L4 autonomous driving stack, perception, intent modeling, path planning, and vehicle control. Highest accuracy perception and intent prediction, leading to safer autonomous driving systems. Unsupervised learning and mathematical modeling, instead of supervised learning, allow learning from huge datasets. Our technologies are up to several orders of magnitude more capital-efficient, enabling much lower cost of development. Helm.ai full scene vision-based semantic segmentation fused with Lidar SLAM output from Ouster. L2+ autonomous driving with Helm.ai across highways 280 to 92 to 101, lane-keeping + ACC lane changes. Helm.ai pedestrian segmentation, with key-point prediction. Pedestrian segmentation and keypoint detection. Rain lane detection corner cases and Lidar-vision fusion. Full scene semantic segmentation, botts dots, and faded lane markings. -
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Zuru
Zuru Services
End to end scalable annotation solutions with swift turn-around-time & stellar accuracy. 2D/3D bounding boxes, polygons, polylines, landmark & semantic segmentation solutions to serve use cases ranging from LiDAR to Geo spatial imagery. Zuru’s teams work on complicated computer vision algorithms with complex edge cases & taxonomies. Text annotations in all major global languages including languages like Bahasa, Cantonese, Finnish, Hungarian & more. Fully managed & trained linguistic labelling experts who’ve annotated more than 10 million data points in industries ranging from Retail to BFSI to Healthcare. Be it sophisticated labelling for customer centre automation, basic transcription, Audio diarization, Zuru’s teams have done it all. Multilingual translator & interpreter workforce well versed in an array of accents and dialects helping AI teams understand cultural nuances in languages across geographies. -
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TopoShare
TopoDOT
TopoShare is a geospatial data management platform developed by TopoDOT to optimize digital twin production processes at minimal costs. It enables efficient organization, storage, and access to extensive geospatial datasets, including point clouds, images, coordinates, and metadata. Integrated with TopoDOT, TopoShare facilitates the reorganization of large-area point cloud data into manageable tiles, creating a geospatial project data warehouse within cloud services like Amazon S3 or Azure. Users can access project data through an intuitive geospatial display, selecting and downloading desired datasets directly into TopoDOT for further analysis and application. TopoShare Enterprise extends these capabilities across operations, providing unlimited interaction with project data, metadata, quality assessments, and digital twins, all while maintaining low interaction costs. This approach supports an on-demand production process, delivering quality-controlled topographies, 3D models, etc. -
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Cognitech VideoActive
Cognitech
Part of the Tri-Suite64 software package, VideoActive® 64 is the first Real-Time forensic video processing software. The Cognitech® U.S. Patented software is the world’s only software that has a fully automatic Real-Time Universal De-Multiplexing ability, in addition to Real-Time Track & Cover, lidar crime scene reconstruction and analysis. Real-Time Universal DVR Capture, Patented Lossless Video Capture with encoding that doubles video storage and a Video Search (e.g. cars and people). Cognitech VideoActive’s modular design allows the end-user to choose a pre-defined configuration or user-defined signal processing chain. VideoActive® modules can be easily combined to produce a user-defined processing pipeline from live sources or locally stored files, all in real-time. New software code entirely re-written for 64-bit software architecture improving use of larger size files, such as 4K and 8K video to be opened, played, and saved. -
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Klatch
Klatch Technologies
Klatch Technologies is a global data services provider helping companies and institutions collect, annotate, and process data. We assist Artificial Intelligence companies, research institutions, Machine Learning or Computer Vision projects in data labeling, data collection, content moderation, and other data projects. Our Specialists provide rapid scalability, precise accuracy, swift turnaround time, multilingual capability, and data security at a low-cost. - Data Annotation Services: Image Annotation Video Annotation Search Relevance Text NLP Annotation Text Classification Sentiment Analysis Image Segmentation LIDAR Annotation - Data Collection Services: Healthcare Training Data Chatbot Training Data & all other data collection needs - IT Managed Services: Content Moderation Ecommerce Data Categorization -
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SiteSync
Wireless Applications
SiteSync Pro evolved over the years to bring a solution-based suite of features that address towers, microwave backhaul, spectrum, and radio frequency analysis tools to promote high-level engineering results. Users of SiteSync Pro have one central location to design their network to exact specifications and deployment expectations. Accompanied with highly detailed terrain data (DEM, SRTM, and now LiDAR), population data, multiple map interfaces, and direct access to FAA/FCC/Tower Company information, the user can feel at ease that they have all the critical information needed to engineer a well-thought-out and high-performance network for the future. SiteSync Pro offers users the most robust and automated data integration organization capabilities whether you elect to search our millions of licensed records or upload your own unique datasets. -
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Various sensors, such as LiDAR, cameras and radar collect environmental data surrounding the vehicle. Using sensor fusion technology perception algorithms can determine in real time the type, location, velocity and orientation of objects on the road. This autonomous perception system is backed by both Baidu’s big data and deep learning technologies, as well as a vast collection of real world labeled driving data. The large-scale deep-learning platform and GPU clusters. Simulation provides the ability to virtually drive millions of kilometers daily using an array of real world traffic and autonomous driving data. Through the simulation service, partners gain access to a large number of autonomous driving scenes to quickly test, validate, and optimize models with comprehensive coverage in a way that is safe and efficient.
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UrsaLeo
UrsaLeo
UrsaLeo offers an immersive 3D platform that combines digital twin technology with real-time and historical data from IoT streams, document management, maintenance, and other enterprise systems. UrsaLeo provides a way to add industrial metaverse features to any software platform. Beginning with a digital twin derived from CAD or from a LIDAR/photogrammetry scan and data via an API, UrsaLeo’s Gemini product can be integrated into any SaaS platform using a React framework. Backed by a powerful backend, Gemini’s data translation service collects information from a variety of sources and sends alerts when predetermined thresholds are met. When an alert is triggered, Gemini can zoom or use a virtual camera to bring focus to the source of an incident or problem. Visual reporting brings these failures to life so you can view past events to affect change. -
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3DF Zephyr
3Dflow
3DF Zephyr lets photogrammetry catch on in multiple scenarios fostering different targets and needs by taking advantage of an all-in-one software suite. Our in-house technology is as versatile and user-friendly as possible and it can easily be adapted to the users’ skills. 3DF Zephyr allows performing 3D reconstructions automatically by using pictures and video data taken with any sensor and captured using any acquisition techniques. You can use different cameras, lenses and focal lengths during the same surveying and scanning session. Get the most out of aerial and ground photogrammetry by processing videos, spherical pictures, multispectral and thermal + RGB imagery on a single software platform. 3DF Zephyr is not just photogrammetry: import, register and analyze your laser scan data (native file formats supported).Starting Price: €149 one-time payment
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