Best Computer Vision Software for Cloud
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Compare the Top Computer Vision Software for Cloud as of November 2025
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What is Computer Vision Software for Cloud?
Computer vision software allows machines to interpret and analyze visual data from images or videos, enabling applications like object detection, image recognition, and video analysis. It utilizes advanced algorithms and deep learning techniques to understand and classify visual information, often mimicking human vision processes. These tools are essential in fields like autonomous vehicles, facial recognition, medical imaging, and augmented reality, where accurate interpretation of visual input is crucial. Computer vision software often includes features for image preprocessing, feature extraction, and model training to improve the accuracy of visual analysis. Overall, it enables machines to "see" and make informed decisions based on visual data, revolutionizing industries with automation and intelligence. Compare and read user reviews of the best Computer Vision software for Cloud currently available using the table below. This list is updated regularly.
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1
Kognition
Kognition AI
Kognition AI security stops threats in real-time. Transform legacy security into intelligent protection that pays for itself. Kognition AI integrates seamlessly with existing cameras and access control - no costly rip-and-replace required. Why Security Leaders Choose Us: ✓ 24/7 AI Guardian that never misses threats or calls in sick ✓ Works with Axis, Hanwha, Avigilon, Genetec, Milestone, and other popular platforms and devices. ✓ Real-time alerts deliver actionable intelligence in seconds ✓ Easy to deploy enterprise-grade security Perfect for corporate campuses, schools and universities, office buildings, hospitals, and retailers seeking modern security to reduce risk and improve staff, student, and tenant safety. Transform your security team from reactive responders to proactive guardians with Kognition AI - schedule a demo today!Starting Price: $10,000 -
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viAct.ai
viAct.ai
viAct’s Smart Site Safety System (SSSS or 4S) is a simple & easy-to-use safety monitoring system using AI. viAct’s SSSS leverages the power of video analytics for workplace safety to improve safety performance in various jobsites. This safety monitoring system using AI collects real-time data from jobsites, transfers & stores it in viAct’s centralized management platform-viHUB. This enables stakeholders to have better grasp of real-time happenings in jobsite. Further, in case of an event of safety non-compliance, instant & real-time alerts are triggered by the dangerous situation alert system – enabling concerned stakeholders to take insightful action before it is too late. viAct’s smart site safety system can benefit the following industries: • Construction • Oil & Gas • Mining • Manufacturing • Transportation viAct’s Smart Site Safety System has been successfully serving various workplaces across various regions like Hong Kong, Singapore, Saudi Arabia, & Dubai.Starting Price: $100 per month -
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IntelliSee
IntelliSee
IntelliSee is a real-time artificial intelligence (AI) risk mitigation platform working 24/7/365 to detect and mitigate threats before an incident occurs. IntelliSee turns your existing passive surveillance cameras into proactive risk-mitigation tools so you can protect your people, reputation, and financial well-being. Most surveillance today is unmonitored and used only for post-incident documentation. Even when cameras are monitored, overtaxed security staff are performing an error-prone and tedious task on an unmanageable number of screens. IntelliSee offers a reliable, proactive solution by overlaying and continuously scanning your live surveillance feeds for potential threats. When a threat is detected, IntelliSee instantly alerts designated contacts and systems to the nature and location of the threat so you can act. -
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EarthCam
EarthCam
EarthCam offers a comprehensive suite of construction camera solutions designed to monitor, document, and promote projects through high-quality visual content. It provides advanced AI video analytics, enabling real-time insights into jobsite readiness, activity, and stress metrics, akin to a smartwatch biometrics report for your project. EarthCam's innovative webcams facilitate live streaming, 4K time-lapse, and 360° VR tours, enhancing visual collaboration and security with 24/7 recordings. EarthCam identifies over 30 job site materials, integrating seamlessly with Procore for schedule overlays and safety advisories. EarthCam's time-lapse services include image stabilization, enhancement, and customized music, delivering polished videos in multiple formats for marketing and archival purposes.Starting Price: Free -
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FindFace
NtechLab
NtechLab platform processes video and recognizes human faces, bodies and actions, as well as cars and plate numbers. AI-powered technology enables record breaking accuracy and high speed of recognition. The multi-object and analytical capabilities of FindFace Multi unlock new scenarios for responding challenges of public sector and business. FindFace Multi quickly and accurately recognizes faces, human bodies, cars, and license plate numbers in a live video stream or in a video archive. Searching for faces, bodies, and vehicles in a database or in an archive is available both by a photo sample and by specific features, for example, by age, clothes color, or vehicle model. NtechLab developers are constantly improving recognition algorithms, increasing their performance and accuracy. With FindFace Multi it takes less than a second to detect a face in a video stream, recognize it, and search for a match in a database with billions of images. -
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Unleash live
Unleash
Unleash live is an A.I. video analytics enterprise solution provider. We take a vision from any camera and combine it with computer vision to deliver actionable data in real-time so that your organization has immediate insights to drive down costs, improve productivity, increase accuracy, and improve safety. Support for a wide range of cameras. Connect any combination of IP/CCTV, drone, body cam, mobile or robotic cameras. Live stream in the field and share it with your team while operations are in progress, or upload footage into your account. Apply A. I Apps from our app store to detect, inspect and monitor objects and items of interest or create 2D orthomaps and 3D models. Integrate results into your operational workflow, from live dashboards, to notifications and API integrations. Take the complexity and time out of collaboration. Instantly connect any mix of cameras to share over a live stream with stakeholders and 3rd parties. No plugs-in, no downloads, all in the browser.Starting Price: $99 per month -
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Vyntelligence
Vyntelligence
Boost operational efficiency and reduce risk and costs with the power of Vyn SmartVideoNotes. Video-enabled structured data capture into enterprise systems, to enhance and replace manual/text form fields in just 60 seconds. Timely, auto-labeled and rich data to drive higher compliance and productivity to save on costs as leaders gain better insight to act faster. Enterprise-grade security, open API SaaS platform designed for any workflow integration e.g. CRM (Salesforce), FSM and people systems. AI-powered Computer Vision & Natural language processing, video search and analyses deliver quantitative trends from qualitative data for richer, smarter business decisions. Bring your processes to life in a whole new way by quickly building intelligence from your field teams with vyn, so you see what’s happening and why. vyn captures SmartVideoNotes, on the go, by asking the right people the right questions at the right time - all in a minute or less. -
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Black.ai
Black.ai
Respond to events and make better decisions with the help of AI and your existing IP camera infrastructure. Cameras are almost exclusively used for security and surveillance purposes. We add cutting-edge Machine Vision models to unlock a high-impact resource available to your team daily. We help you to improve operations for your staff and customers without compromising privacy. No facial recognition, or long-term tracking, no exceptions. Fewer people in the loop. A reliance on staff compiling and watching footage is invasive and unscalable. We help you to review only the things that matter and only at the right time. Black.ai creates a privacy layer that sits between security cameras and operations teams, so you can build a better experience for people without breaching their trust. Black.ai interfaces with your existing cameras using parallel streaming protocols. Our system is installed without additional infrastructure cost or any risk of obstructing operations. -
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Plainsight
Plainsight
Remove the complexity from your machine learning projects with our vision AI platform built from the ground up for fast, effective video analytics application development. With easy, no-code point-and-click features all in one platform, Plainsight slashes your time-to-production and accelerates the success of vision AI-powered solutions across industries. Connect, administer, & control cameras, sensors & edge devices in one interface. Collect accurate training datasets to provide a high-quality training foundation for models. Accelerate labeling with smart polygon selection, predictive labeling, & automated object recognition. Easily train models with a breakthrough process designed to reduce time to vision AI solutions. Quickly deploy & scale applications at the edge, in the cloud, or on-premises to meet business needs. -
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Ai-RGUS
Ai-RGUS
Ai-rgususes Artificial Intelligence and custom-built software to automatically catch camera view problems; camera/NVR/DVR misconfigurations or failures; wrong timestamp; and missing or not enough days of recordings. With Ai-rgus you will save time compared to doing it manually and you will have peace of mind that your camera system has the footage you need before an incident. Efficient: Automated verification, saves time from manually reviewing cameras, and enables hassle-free camera system growth. AI verification is reliable and consistent. Proactive verification, providing confidence that desired image exists including for slip and falls and loss prevention cases. Ai-RGUS makes sure that the task of camera verification is done, with a consistent verification quality, and sends automatic email alerts. -
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CVEDIA
CVEDIA
CVEDIA-RT is our AI software stack that comes pre-installed with dozens of video analytics and computer vision solutions. It's easy to configure and customize to your use case, even if you're not a data scientist or developer. For a single low price, you have access to all of our AI solutions now and in the future. This means you can discover new use cases and expand your AI capabilities risk-free! If you couldn't find what you are looking for, or you want to run on another device, no problem. We are happy to develop custom solutions based on your requirements. Reach out to us for a free call! What sets us apart from everyone else is our use of synthetic data. Our analytics are more accurate, faster, and affordable than traditional solutions. Your team is busy and deadlines are near, we get it. If you like, we can take care of everything, from development to integration of the analytics. All you have to do is build a product around it!Starting Price: Free -
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Google Cloud Vision AI
Google
Derive insights from your images in the cloud or at the edge with AutoML Vision or use pre-trained Vision API models to detect emotion, understand text, and more. Google Cloud offers two computer vision products that use machine learning to help you understand your images with industry-leading prediction accuracy. Automate the training of your own custom machine learning models. Simply upload images and train custom image models with AutoML Vision’s easy-to-use graphical interface; optimize your models for accuracy, latency, and size; and export them to your application in the cloud, or to an array of devices at the edge. Google Cloud’s Vision API offers powerful pre-trained machine learning models through REST and RPC APIs. Assign labels to images and quickly classify them into millions of predefined categories. Detect objects and faces, read printed and handwritten text, and build valuable metadata into your image catalog. -
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BriefCam
BriefCam
The BriefCam® complete video content analytics platform drives exponential value from surveillance system investments by making video searchable, actionable and quantifiable. The unique fusion of VIDEO SYNOPSIS® and Deep Learning solutions enable rapid video review and search, face recognition, real-time alerting and quantitative video insights. Improves post-event investigation productivity by pinpointing people and objects of interest with speed and precision. Real-time alerting capabilities enable organizations to proactively respond to situational changes in their environment. Extract and aggregate video metadata such as men, women, children, vehicles, size, color, speed, path, and more, enabling users to quantitatively analyze their video. BriefCam’s comprehensive and extensive video content analytics platform is deployed by law enforcement and public safety organizations, government and transportation agencies, major enterprises, healthcare and educational institutions. -
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Video Explorer Platform is a full functionality platform for video analytics (computer vision) application development and deployment. It provides an application framework that could be configured and customized to adapt to customers’ business requirements and further integrate with customers’ business systems. It could enable an enterprise to land a video analytics solution in a very short time. Co-worked with another asset the IBM Visual Builder (IVB), the customer could benefit from one-station video analytics application development and deployment, which include image labeling, image augmentation, training, validation, and publishing to Video Explorer Platform. Provides a full functionality platform of video analytics application development and deployment, including data source management (video devices, images, offline video materials), real-time video browsing, image / slip extraction, storage, model mapping, event processing rule configuration, etc.
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iOmniscient
iOmniscient
iOmniscient has been a leader in using Artificial Intelligence technologies to create solutions for a host of industries- from oil and gas to smart cities. We have pioneered AI techniques that have created a new paradigm to analyse data from crowded and complex environments and provide the user with real time responses. Artificial intelligence enables our systems to have high levels of accuracy and low false alarm rates even in difficult situations. Bringing together a number of different video, sound and smell analytics technologies, iOmniscient systems can automatically find the nearest responder with information on where to go and what to do. This can reduce response times significantly which is important for Mission Critical Applications. Such systems enhance your productivity and increase the return on your investment. -
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Voxel
Voxel
Voxel enables your security cameras to automatically identify hazards and high-risk activities in real-time, keeping employees safe and driving operational efficiencies. We add AI intelligence to security cameras to protect your employees, customers, and property. Providing you with real-time visibility into risks across your operation. Slips, trips, and falls are the major driver of premises and operations GL claims. Voxel can reduce this risk exposure significantly. In high-risk industries targeted by Voxel, an average of 10% of a company’s payroll is paid into WC costs. Voxel continously monitors the environment to reduce fire and CAT risk by ensuring appropriate safety measures. Customizable alerts to help prevent injuries & catch concerns as they happen. Understand trends and review activity reports to improve safety ratings. Our hardware connects directly to your existing NVR box, keeping your data secure and onsite. -
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Graymatics
Graymatics
Graymatics provides a cognitive multimedia analytics platform capable of transforming images and videos into meaningful granular data. We primarily offer CCTV based video analytics solutions to enable our clients draw critical insights from existing infrastructure all in detailed dashboards. Graymatics is a leading cognitive media processing company founded in Silicon Valley in 2011. Currently headquartered in Singapore, we are a revolutionary cloud platform that enables automatic analysis and recognition of products within surveillance, telecom, media, advertising, retail and eCommerce. Being one of the few companies in its’ field to offer such in-depth analysis, we offer a unique set of products to clients who might have been used to more traditional technology. Industry expert in video analytics across industries i.e. schools, workplaces and law enforcement. Highly optimized models with minimal hardware requirements in terms of RAM & GPU. -
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viisights
viisights
viisights' behavioral recognition video-understanding technology transforms video streams into valuable & intelligent real-time actionable insights that increase urban security, safety, and resource optimization, thus creating safer and smarter cities with a higher quality of life. Infuse viisights' intelligent video analysis technology with other IoT sensors for reduced loss prevention, enhanced resource optimization, better work safety, and tighter workflow & environment control, with minimal false alerts. Recognize and predict security threats & safety hazards in transportation hubs, infrastructures, and sensitive locations by adding viisights' powerful ai video surveillance software to every video stream. viisights' highlights important events of interest within vast amounts of video content in real-time and from diverse sources and points of view. viisights’ in-cabin monitoring platform keeps vehicle occupants safe, secure, and vehicle protected when using shared mobility. -
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3motionAI
3motionAI
Delivering powerful insights into human activity. 3motionAI binds the power of computer vision, artificial intelligence, and machine learning to enable organizations to capture, assess and make recommendations based on performance insights. Record human activity using any video source, including mobile phones. Upload videos instantly to the 3motionAI platform for activity-specific analysis. Videos are processed by the artificial intelligence NeuroNet engine, flagging risk and performance limitations. Compare data to pre-configured population norms or customize API with your specific criteria. Leverage actionable insights. Create custom recommendations, drills, safety measures, and solutions embedded into output. Shareable formats include video, PDF, and standard reports. Spotlight injury risk and enhance human performance with AI-driven human dynamics. Delivering the power of AI-based analysis with simplified integration and low-cost implementation. -
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Viso Suite
Viso Suite
Viso Suite is the world’s only end-to-end platform for computer vision. It enables teams to rapidly train, create, deploy and manage computer vision applications – without writing code from scratch. Use Viso Suite to deliver industry-leading computer vision and real-time deep learning systems with low-code and automated software infrastructure. The use of traditional development methods, fragmented software tools, and the lack of experienced engineers are costing organizations lots of time and leading to inefficient, low-performing, and expensive computer vision systems. Build and deploy better computer vision applications faster by abstracting and automating the entire lifecycle with Viso Suite, the all-in-one enterprise vision platform. Collect data for computer vision annotation with Viso Suite. Use automated collection capabilities to gather high-quality training data. Control and secure all data collection. Enable continuous data collection to further improve your AI models. -
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Ambient.ai
Ambient.ai
With Ambient.ai, computer vision intelligence is transforming security tools, operations & outcomes, moving physical security teams from reactive to proactive operations. From autonomous vehicles to robot chefs, computer vision is changing the way that humans & machines collaborate in the real world. By automating repeatable tasks, computer vision enables outsized gains in human productivity. We are a team of machine perception & security experts applying leading-edge computer vision research to the needs of physical security organizations. The privacy vs. security trade-off is a false dichotomy. You can respect individual privacy and increase group security. That’s why we don’t & won’t embrace facial recognition. -
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Fyma
Fyma
Our data and insights help you unlock the full potential of your commercial real estate and retail portfolio. Gain a deeper understanding of market trends, identify areas of opportunity, and make informed decisions based on insights. Fyma helps improve the customer experience, maximize sales and revenue, and enhance operational efficiency for shopping center operators. Our retail solution provides real-time analytics and alerts, historical analysis, and can integrate with other retail systems for seamless operations. Our mobility data solution is designed to provide comprehensive insights into transportation networks and patterns around your property. The platform collects and analyzes data on traffic volume, modal share, movement patterns and congestion - providing real-time updates and historical analysis. The system can detect available spaces and guide drivers to them, reducing congestion and improving the overall parking experience. -
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SeeWare
SeeChange
Our state-of-the-art recognition platform, SeeWare®, offers a modular and scalable architecture designed to interpret and understand the real world. This enables a deep understanding of activity in physical locations, unlocking insights that improve and optimize operations for a truly unified retail estate. Using existing infrastructure, SeeChange’s innovative solutions tackle the most challenging problems facing retailers. Reduce friction at self-checkout for an improved shopping experience and reduced inventory inaccuracies, whilst enjoying increased sales and profitability. Spill detection offers retailers the opportunity to take control of these challenges. Our award-winning spill detection solution uses existing CCTV infrastructure to quickly detect liquid spills and debris, delivering real-time alerts to reduce risks and prevent accidents. -
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Cloudastructure
Cloudastructure
Enables a live unified view of multiple sites from any device and history up to 10x faster than on-premises systems. The first cloud-native video surveillance platform with AI and computer vision analytics for better and more cost-effective enterprise security. Eliminates security risks, no video or data is stored or accessed on the network. Significantly reduce IT server management and maintenance costs versus on-premises or hybrid systems. Simplifies site management and provides centralized administration. Scales to an unlimited number of locations and cameras. Cloud video surveillance systems are easy to manage, use and install. The user-friendly interface makes set-up a breeze. No special technical skills are required. Advanced vehicle and people detection, counting, classification, license plate recognition, wrong-way detection, etc. Search by social distance violation, know how many people are in space and their physical distance. -
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Vaidio AI Vision Platform
IronYun
IronYun's Vaidio® AI Vision Platform delivers 30+ advanced AI video analytics functions to add a layer of superhuman intelligence and market leading accuracy to existing camera and video infrastructure. Vaidio works with any IP camera and integrates out of the box with 28 market leading video management systems. Vaidio AI accelerates and scales intelligence across real-time, forensic, and video data applications. These applications include intrusion detection, person and vehicle counting, face and license plate recognition, vehicle make and model, loitering, crowding, PPE, weapon, smoke, and fire recognition and more. In the past three years the Vaidio Platform has won ISC West New Product Showcase Awards for Commercial Monitoring, Loss Prevention, and Video Analytics. -
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TAWNY
TAWNY
We combine people flow, emotion, and attention data to analyze human behavior in groups and on the individual level. Our technology allows you to decode complex human affective states and behavior in real time using simple camera hardware. We offer off-the-shelf as well as custom solutions for a wide range of industries, developed and tested with established partners and clients. Our algorithms process any type of video data, including recorded video material or real-time input from high-resolution industrial camera systems or simple webcams. -
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Visionify
Visionify Inc
Visionify Inc. provides AI-driven workplace safety monitoring solutions designed for manufacturing, warehousing, and industrial operations. Our platform uses existing CCTV infrastructure combined with computer vision AI to detect safety violations, monitor near misses, ensure PPE compliance, and deliver real-time alerts. Visionify’s privacy-first design, rapid deployment models, and actionable analytics help organizations prevent accidents, improve compliance, and drive measurable ROI on their EHS initiatives. Trusted by Fortune 500 manufacturers and SMEs alike, Visionify is reshaping the future of workplace safety with intelligent, automated solutions.
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