Compare the Top Computer Vision Software for Startups as of November 2025 - Page 5

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    TECXIPIO

    TECXIPIO

    TECXIPIO

    Integrate the TECXIPIO Reverse Video Search API into your internal processes and replace the high share of manual and time-consuming steps involved in textual video search with a powerful video reverse search software. The prevalent methods of searching and identifying videos are based on descriptive taggings and still involve significant manual work that is both time- and cost-intensive and can lead to imprecise results. The TECXIPIO Reverse Video Search API allows you to skip the manual and time-consuming aspects of verifying the search results. Our software automatically compares the fingerprints of a large number of videos and identifies matches – including even highly altered or low-quality videos.
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    ezML

    ezML

    ezML

    On our platform, you can quickly configure a pipeline, made up of layers (models providing computer vision functionality) that pass the output of one to the next, to create your desired functionality by layering our prebuilt functionality to match your desired behavior. If you have a niche case that our versatile prebuilts don’t encompass, either reach out to us and we will add it for you, or use our custom model creation to create it and add it to the pipeline yourself. Then easily integrate into your app with the ezML libraries implemented in a variety of frameworks/languages that support the most basic cases as well as realtime streaming with TCP, WebRTC, and RTMP. Deployments auto-scale to meet your product's demand, ensuring uninterrupted functionality no matter how big your user base grows.
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    nablet Video Search
    Effortlessly Detect Unauthorized Usage and Monitor Broadcast Contracts with precision using our cutting-edge software for effortless fragment identification in external videos. Are you tired of finding your hard work and creativity being used without permission in external videos? Put an end to unauthorized usage of your video with nablet Video Search, the ultimate solution for content creators, businesses, and broadcasters. With state-of-the-art technology and advanced algorithms, nablet Video Search scans videos, both local files and network streams, to detect and identify fragments of your own content with unparalleled accuracy.
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    EyesOnIt

    EyesOnIt

    EyesOnIt

    We use AI technology to automate human recognition tasks and deliver tailored insights that matter most, so you can stay ahead. EyesOnIt’s remote visual intelligence platform provides situational awareness while monitoring your physical operations, alerting you about important events in real time. EyesOnIt is designed to easily integrate with leading industry video management systems and your existing infrastructure without the need for expensive upgrades or modifications. EyesOnIt automates human tasks and reduces costly accidents, saving valuable resources. Our software can easily adapt to specific customer scenarios, integrate with existing systems, and deploy rapidly to achieve quick ROI.
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    Fyma

    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

    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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    Manot

    Manot

    Manot

    Your insight management platform for computer vision model performance. Pinpoint precisely where, how, and why models fail, bridging the gap between product managers and engineers through actionable insights. Manot provides an automated and continuous feedback loop for product managers to effectively communicate with engineering teams. Manot's simple user interface allows both technical and non-technical team members to benefit from the platform. Manot is designed with product managers in mind. Our platform provides actionable insights in the form of images pinpointing how, where, and why your model will perform poorly.
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    Trakwell.ai

    Trakwell.ai

    Trakwell.ai

    If you want to improve your profits, you need to measure what matters. With truly transparent performance analytics, the potential for improvements unfolds at every opportunity. The key is to ensure data analytics is a part of your daily operations, and specific to your industry. Turn every opportunity into a customer with seamless follow-up, real-time reporting, and much more. Trakwell allows your team to focus on what matters most and gives managers full visibility of what is going on in your store.​ If you operate a brick-and-mortar business, your team’s performance is critical to your success. As AI and human methods converge, now you can understand what’s happening every step of your customer journey, especially the moment they walk through your door. Computer vision captures each person as they enter your location and instantly connects to the dashboard so you can connect them with a salesperson, analyze traffic patterns, and make more money.
    Starting Price: $140/month/location
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    Ocular

    Ocular

    Ocular

    Ocular lets you search, visualize, and take action on your work and engineering tools and data on one unified platform. Ocular is a cloud and artificial intelligence company, backed by Y Combinator, bringing enterprise AI and search to the workplace and engineering. We're building the future of work and engineering.
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    Dragoneye

    Dragoneye

    Dragoneye

    Personalize your results by selecting categories of interest and optimizing detection sensitivity. Combine our detection building blocks into powerful conditions. Map them to your custom data labels for easy integration with your existing systems. Detect new custom attributes such as SKU or item condition, even if you don’t have a lot of data. Our model's deep understanding of object categories means that we can deliver fantastic real-world accuracy with just a few images. All changes happen on server which means instant deployment. Paired with smart or deep links in app, you can refine features and add functionality on the fly.
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    Lumana

    Lumana

    Lumana

    Set up Lumana within minutes and empower teams with cloud-based video management and powerful AI capabilities to enhance security, safety, and operations. Remotely access your video security from any browser or mobile device and leverage self-learning AI to automatically monitor your space with unparalleled speed and precision. Receive real-time alerts for detected threats or anomalies and search through millions of hours of video in seconds with AI-powered search tools. Manage unlimited cameras and users from a secure platform hardened via SOC 2, end-to-end encryption, routine pen tests, automatic updates, and MFA/SSO/SAML integrations. Modern video management meets next-gen AI designed to deliver proactive insights, real-time alerts, and immediate incident response.
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    Apera AI

    Apera AI

    Apera AI

    Forge Lab makes AI training and simulation for vision-guided robotics fast and accessible. Manufacturing engineers can receive ready vision programs and test their automation strategies. AI-powered vision can drive huge improvements in reliability and product quality. This includes new cells or retrofitting existing cells and manual processes. Vision driven by AI makes robotic cells more reliable and productive. You can now use vision-guided robotics with less expertise and risk. Vue software can change robotic guidance, bin picking, assembly and more in your facilities. The AI learns to understand your parts completely, so the robot can take the fastest, safest, most reliable path in and out of movements to handle the parts. Vue understands how to avoid collisions within the operating area, even with the object in hand. Since the AI also understands how the object has been picked up, it can precisely and accurately place it, or assemble it with another object.
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    Visualize IP

    Visualize IP

    Visualize IP

    Visualize IP (VIP) introduces the world’s first professional-grade computer vision patent search tool, powered by image similarity AI (patent pending technology). VIP reduces cost by 90%, improves accuracy by 500x, and provides instantaneous results. We also achieved something no one has truly figured out in the AI patent space, we tell you the story of your search. The best human patent searchers are also the best at telling the story of the search, providing personalized insights, and distilling the landscape into useful pieces. This is how a searcher builds trust in the search result. VIP follows this time-tested human approach. VIP has revolutionized the automation of image similarity search by taking the industry-leading experience from former USPTO examiners, patent attorneys, and renowned data scientists to create an AI platform that achieves unprecedented image search accuracy. VIP eliminates human searching limitations, exponentially increasing accuracy and confidence.
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    Hasty

    Hasty

    Hasty

    The Hasty platform provides everything needed to go from raw images and videos to production-ready models. The Hasty platform is helping world-class organizations deliver AI to production. The idea behind Hasty's annotation solution is simple. You annotate images, and we use the annotations to train AI models making it faster to create more annotations. This continuously improving approach ensures that you build your data asset faster than ever before. With AI consensus scoring, no complex review workflows or expensive redundancies are needed. We use AI to find potential errors, which can then be fixed at the click of a button. With the model playground, the platform enables the quick creation of models, tuning them to the smallest parameter and deploying them in our data annotation environment to enable unparalleled annotation speed. The models can also be exported and deployed in your own environment.
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    Matroid

    Matroid

    Matroid

    Trusted for mission-critical applications, no coding required. Detect any visual defects with any camera and in any spectrum. Matroid's computer vision software enables reliable safety-critical inspection with digital traceability. Matroid automatically validates that human operators follow standard operating procedures. Matroid continuously monitors and verifies manual operations to capture various timestamps, cycle counts, and cycle times. Matroid allows for user-defined real-time alerts, video analytics, playback, and more. Capture actionable insights for continuous improvement. Implement cutting-edge technology for detecting unsafe conditions, get real-time notifications, and report safety instances with video playback. Matroid continuously monitors and verifies all tasks completed at gates to provide real-time operational insights with video analytics to implement continuous improvement initiatives for ground operations.
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    Rabot

    Rabot

    Rabot

    Achieve 100% accuracy of every order fulfilled with Rabot. Rabot unlocks actionable insights with real-time data from your warehouse to help you scale. Pack stations can be black boxes. Rabot’s Vision AI gives Staci USA the visibility they need to digitize QA and achieve 99% accuracy of all orders. Without full visibility into day-to-day activities at your pack stations, you’re leaving a lot up to chance. Rabot’s Vision AI platform uses live camera feeds and real-time data from your ecosystem software to help you improve your packing performance. Plug into your WMS, get real-time chat notifications, or connect to our API. We’re building a connected ecosystem to help you access all data in one place. AI-powered devices meet purpose-built user interfaces in a connected ecosystem, to help your team move faster. Rabot is the only platform that integrates your existing tools and workflows with cutting-edge AI tech to deliver real efficiencies for your business.
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    Deltia.ai

    Deltia.ai

    Deltia.ai

    Arm your shop-floor team with AI and computer vision-based insights. Boost productivity and achieve savings targets. From line manager to process engineer, you will get insights for your daily operations as well as future improvements. Stay on top of your operations with detailed reports for output, cycle time, and activity, and get notified if things don’t go your way. After analyzing your workflows, our AI helps you to effectively identify and prioritize improvement measures. Identify the most common routes to detect inefficiencies and improve your overall line workflow. A mix of station-mounted cameras and a bird-view camera generates millions of data points every day, calculating the insights you need. Bird-eye & station cameras capture live video streams of assembly or packaging tasks. Video streams are continuously analyzed to detect workpiece movements, cycle times, and work step sequencing.
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    AI Verse

    AI Verse

    AI Verse

    When real-life data capture is challenging, we generate diverse, fully labeled image datasets. Our procedural technology ensures the highest quality, unbiased, labeled synthetic datasets that will improve your computer vision model’s accuracy. AI Verse empowers users with full control over scene parameters, ensuring you can fine-tune the environments for unlimited image generation, giving you an edge in the competitive landscape of computer vision development.
  • 19
    NeuralVision

    NeuralVision

    Cyth Systems, Inc.

    NeuralVision is a machine vision platform at the forefront of deep learning and artificial intelligence-like abilities applied to the industrial inspection space. For the first time companies are able to have total control of the performance of their machine vision systems and not be dependent on external vision experts to make changes or incorporate new product lines. Traditional machine vision is highly dependent on having a controlled environment, rigid positional tolerances, and ultimately the skill of the vision programmer. It is up to engineers to come up with every algorithm required to inspect a part from measurements to color to correct locations and everything in between. NeuralVision from Cyth Systems was designed to allow a person with no machine vision experience to inspect and classify products. Machine vision systems traditionally work by having an experienced programmer choose one of many analysis algorithms to apply to an image.
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    Robovision

    Robovision

    Robovision

    The Robovision AI software platform can be easily integrated into current infrastructures and operations. It makes advanced machine vision accessible to any team member with or without AI experience because the user interface is designed to be low-barrier and easy to use. The platform handles training AI models and deploying them at scale, simplifying the complexities of machine vision and shifting the focus to faster results, less time is wasted figuring out technical hurdles. By combining artificial intelligence and deep learning, raw visual data can be turned into advanced, and actionable, insights. Robovision’s machine vision system is designed to handle incredibly complex visual inputs in various scenarios, including inspecting products on an assembly line, tracking inventory in real-time, or diagnosing medical conditions.
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    Pangiam Project DARTMOUTH
    Project DARTMOUTH is a collaboration between Pangiam and Google Cloud. It utilizes AI and pattern analysis technologies to digest and analyze vast amounts of data in real-time, identifying potentially prohibited items in carry-on baggage, checked baggage, airline cargo, and shipments. Pangiam's National Security-grade technology, combined with Google Cloud's AI suite, offers an AI-based solution built to open architecture standards, ensuring interoperability with existing hardware and equipment in a "plug and play" manner. This facilitates the quick transformation of security operations through advanced software. The solution runs on open platforms and software, allowing integration with any security technology regardless of manufacturer, enabling scalability across checkpoints and beyond. By deploying software and machine learning models on disconnected edge devices, it brings powerful capabilities to the frontline.
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    Arcas

    Arcas

    BigBear.ai

    BigBear.ai’s integration of computer vision, predictive analytics, and event alerting technology revolutionizes data analysis at the edge. Leveraging AI and machine learning, our advanced systems sift through vast datasets to uncover insights beyond human reach, effectively eliminating blind spots and augmenting situational awareness. Arcas synthesizes millions of data points to enhance situational awareness and powers predictive forecasts with artificial intelligence and machine learning. It intelligently processes video streams and generates real-time alerts upon detecting anomalies. Through our adaptable analytics framework, Arcas not only monitors past events but also projects future trends, empowering leaders to make informed decisions with confidence. Seamlessly integrate disparate data sources such as sensors and edge devices, unifying them into a universally accessible format.
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    PaliGemma 2
    PaliGemma 2, the next evolution in tunable vision-language models, builds upon the performant Gemma 2 models, adding the power of vision and making it easier than ever to fine-tune for exceptional performance. With PaliGemma 2, these models can see, understand, and interact with visual input, opening up a world of new possibilities. It offers scalable performance with multiple model sizes (3B, 10B, 28B parameters) and resolutions (224px, 448px, 896px). PaliGemma 2 generates detailed, contextually relevant captions for images, going beyond simple object identification to describe actions, emotions, and the overall narrative of the scene. Our research demonstrates leading performance in chemical formula recognition, music score recognition, spatial reasoning, and chest X-ray report generation, as detailed in the technical report. Upgrading to PaliGemma 2 is a breeze for existing PaliGemma users.
  • 24
    Intel Geti
    Intel® Geti™ software simplifies the process of building computer vision models by enabling fast, accurate data annotation and training. With capabilities like smart annotations, active learning, and task chaining, users can create models for classification, object detection, and anomaly detection without writing additional code. The platform also provides built-in optimizations, hyperparameter tuning, and production-ready models optimized for Intel’s OpenVINO™ toolkit. Designed to support collaboration, Geti™ helps teams streamline model development, from data labeling to model deployment.
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    Intel SceneScape
    Intel® SceneScape is an advanced software platform designed to create 4D digital twins of physical spaces by processing data from multiple sensors. This innovative platform extends tracking capabilities beyond traditional vision-based AI by enabling real-time monitoring, asset tracking, and predictive decision-making. With its low-code interface and compatibility with various sensors, SceneScape makes it easy to deploy powerful AI solutions across industries like defense, transportation, healthcare, and retail. It provides near real-time tracking and analytics, improving operational efficiency and situational awareness.
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    Invigilo

    Invigilo

    Invigilo

    Invigilo AI is a video analytics platform designed to enhance workplace safety by providing real-time detection of critical events. Utilizing AI-enabled predictive safety technologies, it empowers high-risk worksites to prevent incidents by identifying unsafe actions and conditions as they occur. It operates a 24/7 camera network, ensuring comprehensive surveillance with zero blind spots across entire sites. Its versatile AI adapts quickly to various industries, delivering personalized and industry-specific safety insights. It offers a human-centric user experience, facilitating easy derivation of safety insights. Invigilo AI has been implemented across five continents, monitoring over 2 million square meters and preventing approximately 2,000 accidents. Key benefits include cost savings through optimized safety inspections and patrols, enhanced safety culture by communicating insights, and increased site visibility via continuous monitoring.
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    Arvist AI

    Arvist AI

    Arvist AI

    Arvist AI is a computer vision platform that empowers warehouses worldwide to improve shipment quality, enhance worker safety, and achieve compliance by utilizing AI integrated with existing security cameras. It is camera-agnostic, allowing integration with any visual input device, and scales effortlessly across multiple warehousing sites. Arvist automates shipment inspections, reducing OS&D claims and inspection labor costs, while providing visual proof for dispute resolution. It simplifies quality control by detecting labeling errors, verifying expiry dates, and identifying incorrect or damaged shipments. Arvist AI enhances safety and compliance by monitoring for bonded warehouse and customs compliance, forklift and vehicle collisions, food safety compliance, and employee ergonomics and PPE compliance. Arvist installs quickly, delivering critical operational visibility and enhanced safety from day one, and adapts to specific operational needs through continuous learning.
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    Surveily

    Surveily

    Surveily

    Surveily is an AI-powered EHS (Environment, Health, and Safety) video analytics platform designed to transform existing camera infrastructure into a proactive safety monitoring system. It delivers real-time insights and alerts, preventing incidents before they occur. It integrates seamlessly with over 95% of digital camera systems, enabling rapid deployment without the need for hardware replacement. Surveily's AI suite detects multiple types of safety hazards in real time, including PPE compliance violations, unsafe behaviors, and hazardous situations. It offers comprehensive EHS analytics, alerts, insights, and compliance tools, allowing organizations to monitor safety performance and ensure regulatory compliance. Surveily supports centralized multi-site management, providing a unified dashboard to track safety metrics and receive tailored alerts for instant action on unsafe conditions.
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    Linker Vision

    Linker Vision

    Linker Vision

    Linker VisionAI Platform is a comprehensive, end-to-end solution for vision AI, encompassing simulation, training, and deployment to empower smart cities and enterprises. It comprises three core components, Mirra, for synthetic data generation using NVIDIA Omniverse and NVIDIA Cosmos; DataVerse, facilitating data curation, annotation, and model training with NVIDIA NeMo and NVIDIA TAO; and Observ, enabling large-scale Vision Language Model (VLM) deployment with NVIDIA NIM. This integrated approach allows for the seamless transition from data simulation to real-world application, ensuring that AI models are robust and adaptable. Linker VisionAI Platform supports a range of applications, including traffic and transportation management, worker safety, disaster response, and more, by leveraging urban camera networks and AI to drive responsive decisions.
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    Voyager SDK

    Voyager SDK

    Axelera AI

    The Voyager SDK is purpose‑built for Computer Vision at the Edge and enables customers to solve their AI business requirements by effortlessly deploying AI on edge devices. Customers use the SDK to bring their applications into the Metis AI platform and run them on Axelera’s powerful Metis AI Processing Unit (AIPU), whether the application is developed using proprietary or standard industry models. The Voyager SDK offers end‑to‑end integration and is API‑compatible with de facto industry standards, unleashing the potential of the Metis AIPU, delivering high‑performance AI that can be deployed quickly and easily. Developers describe their end‑to‑end application pipelines in a simple, human‑readable, high‑level declarative language, YAML, with one or more neural networks and corresponding pre‑ & post‑processing tasks, including sophisticated image processing operations.