Best Computer Vision Software for Linux of 2025

Kognition provides advanced AI-driven security technology that offers continuous, vigilant force multiplication at a fraction of the expense of conventional security solutions. Integrating seamlessly with existing systems, we empower organizations to actively detect threats (like weapon displays and crowd formation) and notify your security team about the presence of restricted individuals and VIPs. Kognition lowers IT expenditures and reduces the need for extra security personnel while enhancing incident response efficiency and delivering thorough security reporting and visibility for K-12+, commercial real estate, regulated sectors, and beyond.

Luxand FaceSDK, a cutting-edge cross-platform software kit, is designed to deliver high performance face recognition, facial feature detection, and identification. Luxand FaceSDK is a cross-platform software development kit that integrates seamlessly into web, desktop and mobile applications. It enables face-based authentication and automatic face detection and identification, elevating user experience to a new level.

SuperAnnotate is the best platform to build high-quality training datasets for NLP and computer vision. We enable machine learning teams to create highly accurate datasets and successful pipelines of ML faster with advanced tooling, QA, ML, and automation features, data curation and robust SDK, offline accessibility, and integrated annotation services. We have created a unified annotation environment by bringing together professional annotators and our annotation tool. This allows us to provide integrated software and services that will lead to better quality data and more efficient data processing.

Gravio offers innovative methods to engage with your surroundings by harnessing the capabilities of IoT, sensors, edge computing, computer vision, and AI, all without requiring any programming expertise. This user-friendly software platform is compatible with Windows, macOS, and Linux systems. It allows seamless connectivity to various inputs and outputs, including integral IoT sensors, AI-driven cameras, and APIs such as MQTT and HTTP. With its straightforward interface, Gravio can be utilized effectively without any software development skills. By linking sensors, input devices, cameras, and APIs, Gravio captures and disseminates information, paving the way for novel interactions and insights that enrich physical spaces. The platform empowers entrepreneurs and organizations from diverse sectors to design tailored, connected experiences in both new and existing environments by providing a robust low-code/no-code framework. Ultimately, Gravio stands as a gateway to unlocking the full potential of interconnected technologies for users of all backgrounds.

OpenCV, which stands for Open Source Computer Vision Library, is a freely available software library designed for computer vision and machine learning. Its primary goal is to offer a unified framework for developing computer vision applications and to enhance the integration of machine perception in commercial products. As a BSD-licensed library, OpenCV allows companies to easily adapt and modify its code to suit their needs. It boasts over 2500 optimized algorithms encompassing a wide array of both traditional and cutting-edge techniques in computer vision and machine learning. These powerful algorithms enable functionalities such as facial detection and recognition, object identification, human action classification in videos, camera movement tracking, and monitoring of moving objects. Additionally, OpenCV supports the extraction of 3D models, creation of 3D point clouds from stereo camera input, image stitching for high-resolution scene capture, similarity searches within image databases, red-eye removal from flash photographs, and even eye movement tracking and landscape recognition, showcasing its versatility in various applications. The extensive capabilities of OpenCV make it a valuable resource for developers and researchers alike.

Qwen2.5-VL marks the latest iteration in the Qwen vision-language model series, showcasing notable improvements compared to its predecessor, Qwen2-VL. This advanced model demonstrates exceptional capabilities in visual comprehension, adept at identifying a diverse range of objects such as text, charts, and various graphical elements within images. Functioning as an interactive visual agent, it can reason and effectively manipulate tools, making it suitable for applications involving both computer and mobile device interactions. Furthermore, Qwen2.5-VL is proficient in analyzing videos that are longer than one hour, enabling it to identify pertinent segments within those videos. The model also excels at accurately locating objects in images by creating bounding boxes or point annotations and supplies well-structured JSON outputs for coordinates and attributes. It provides structured data outputs for documents like scanned invoices, forms, and tables, which is particularly advantageous for industries such as finance and commerce. Offered in both base and instruct configurations across 3B, 7B, and 72B models, Qwen2.5-VL can be found on platforms like Hugging Face and ModelScope, further enhancing its accessibility for developers and researchers alike. This model not only elevates the capabilities of vision-language processing but also sets a new standard for future developments in the field.

Scandit gives superpowers to workers, customers and businesses by providing actionable insights and automating end-to-end processes. Scandit's Smart Data Capture platform captures data from barcodes, text, IDs and objects with unmatched speed, accuracy and intelligence. For retail store associates, Scandit helps them to increase efficiencies, automate processes and reduces manual, tedious tasks both front and back of house. We enable smart devices to streamline order fulfilment and store operations, enabling store associates to spend more time engaging customers to drive loyalty. For customers, Scandit enhances their in-store experience by blending the benefits of online and physical shopping. Customers can receive information about products and skip queues with mobile self-scanning and display personalized offers through AR on their own smartphone. For post and parcel, Scandit digitalizes end-to-end processes, while increasing efficiency and productivity. Enabling smart devices to simplify and automate tasks like van loading, proof of delivery or PUDO workflows. For air travel, we reduce cost and time of airport operations and passenger handling through mobile scanning boarding passes, passports and luggage tags.

We make it easy for you to add superhuman computer vision into your applications, devices, and processes to give yourself an unassailable competitive edge.

viAct, an AI company that focuses on ESG, provides "Scenario based Vision Intelligence" solutions for the AEC industry in Asia, Europe and the Middle East. Since its inception in 2016, viAct has successfully deployed hundreds of its proprietary AI algorithms. They provide extremely detailed insights into job sites and transform vision into practical actions. The 30+ pre-built AI modules allow stakeholders to reduce accidents, optimize costs, and track environmental non-compliances. viAct is a 2020 Top 50 Global ConTech Startup. Its disruptive AI navigation solution makes it easier than humans to manage man-made environments.

CVEDIA-RT is our advanced AI software suite that comes equipped with numerous video analytics and computer vision tools right out of the box. It is designed to be user-friendly, allowing for easy configuration and customization tailored to your specific needs, regardless of whether you have a technical background. With a single, affordable price, you gain access to our complete range of AI solutions, both current and future, enabling you to explore new possibilities and enhance your AI capabilities without any risk. Should you need features that are not available or wish to operate on a different device, we are more than willing to create custom solutions that meet your unique specifications. Feel free to contact us for a complimentary consultation! What distinguishes us from other providers is our innovative approach to using synthetic data. Our analytics deliver higher accuracy, speed, and cost-effectiveness compared to conventional methods. We understand that your team is busy and facing tight deadlines; therefore, if you prefer, we can manage everything from the development phase to the integration of analytics, allowing you to focus solely on building your product around it while we handle the technical details. Additionally, our commitment to customer support ensures that you are never alone on this journey.

Voxel51 is the driving force behind FiftyOne, an open-source toolkit designed to enhance computer vision workflows by elevating dataset quality and providing valuable insights into model performance. With FiftyOne, you can explore, search through, and segment your datasets to quickly locate samples and labels that fit your specific needs. The toolkit offers seamless integration with popular public datasets such as COCO, Open Images, and ActivityNet, while also allowing you to create custom datasets from the ground up. Recognizing that data quality is a crucial factor affecting model performance, FiftyOne empowers users to pinpoint, visualize, and remedy the failure modes of their models. Manual identification of annotation errors can be labor-intensive and inefficient, but FiftyOne streamlines this process by automatically detecting and correcting label inaccuracies, enabling the curation of datasets with superior quality. In addition, traditional performance metrics and manual debugging methods are often insufficient for scaling, which is where the FiftyOne Brain comes into play, facilitating the identification of edge cases, the mining of new training samples, and offering a host of other advanced features to enhance your workflow. Overall, FiftyOne significantly optimizes the way you manage and improve your computer vision projects.

A unified platform can be deployed to enhance your organization's visual knowledge and automate tasks over time. TechSee's platform provides a single view of customer issues across an organization. This allows for warm transfer between channels and leverages visual data to enable AI-powered automation. The platform has been proven to work with large departments and tens to thousands of reps. It can also support technicians, agents, and end users in new locations without affecting availability or performance. The platform uses visual data to automate processes with Computer Vision AI. This includes real-time decision support for agents as well as self-service for customers. The organization has access to the full history of each customer's visual session. This allows them to understand the context of each contact. This information can be used to support internal collaboration and is compliant with privacy policies.

The IMPACT Software Suite features more than 120 inspection tools alongside 50 user interface controls, enabling users to rapidly and effectively develop customized inspection programs and user interfaces. This innovative approach maintains a level of flexibility that surpasses traditional configurable systems and minimizes the extensive development time typically required. Additionally, the suite includes a Software Development Kit (SDK) designed to seamlessly integrate machine vision monitoring functionalities into Human-Machine Interface (HMI) applications. The Vision Program Manager (VPM) offers a wide array of image processing and analysis capabilities, allowing users to enhance images, identify features, perform measurements, verify presence or absence, and interpret text and barcodes. The Control Panel Manager (CPM) facilitates the creation of operator interfaces, enabling real-time adjustments to essential machine controls. With CPM, users can easily generate interface panels that provide visibility and control over critical machine operations, ensuring both efficiency and responsiveness in production environments. Overall, the IMPACT Software Development Kit (SDK) is a comprehensive resource for those looking to leverage advanced machine vision in their applications.

FabImage Studio Professional is an innovative data-flow-centric software tailored for machine vision professionals. It eliminates the need for programming expertise, yet its capabilities are so robust that it can outperform solutions built on lower-level programming libraries. The software's architecture offers remarkable flexibility, allowing users to customize it to fit their workflows and the unique demands of their projects effortlessly. Users do not need any low-level programming experience to utilize the software effectively. Featuring rapid and efficient algorithms, it boasts over 1000 high-performance functions and custom machine vision filters. With more than 1000 pre-tested and optimized machine filters suitable for various applications, it includes advanced features such as outlier suppression, subpixel accuracy, and the ability to define any shape as a region of interest. Additionally, FabImage® Studio adheres to GigE Vision standards, supports the GenTL interface, and is compatible with various vendor-specific APIs, making it a comprehensive solution for diverse machine vision tasks. Its versatility and ease of use make it an invaluable tool in the field.

Enhance your situational awareness with highly precise face recognition and advanced computer vision features centered around individuals and their identities. SAFR offers valuable insights aimed at safeguarding the well-being and safety of individuals across various environments. Developed as a self-sufficient networked solution, SAFR SCAN caters to both small and medium-sized businesses (SMBs) as well as larger enterprises, providing top-tier biometric capabilities and performance without breaking the bank. With its swift and seamless processing, it can authenticate as many as 30 people each minute, making it perfectly suited for busy settings like lobby areas of office buildings, professional office spaces, and secure employee access points. To prioritize personal privacy, all biometric data collected during enrollment and scanning is completely encrypted, ensuring no visual representations of individuals' faces are stored. This commitment to privacy not only protects personal identities but also mitigates potential liabilities that could arise from evolving privacy protection regulations. Furthermore, this robust system offers peace of mind, allowing organizations to implement effective security measures without compromising their clients' privacy.

EV Lib is a comprehensive software library for embedded vision that leverages deep learning and artificial intelligence, offering features for detecting and identifying people, vehicles, and objects, as well as tracking them and estimating their 3D poses. This library provides a robust solution for various applications requiring advanced visual analytics.

SimpleCV is a freely available framework designed for the creation of computer vision applications. It provides users with access to a variety of powerful libraries, including OpenCV, without requiring them to grasp complex concepts such as bit depths, file formats, color spaces, buffer management, eigenvalues, or the distinctions between matrix and bitmap storage. This framework streamlines the process of computer vision. The capabilities of SimpleCV extend far beyond the basics outlined here. For those interested in diving deeper, we encourage you to explore our tutorial for comprehensive guidance. Additionally, a wealth of examples can be found in the SimpleCV directory within the examples folder, which is also available for download from our site. As an open-source framework, SimpleCV comprises an array of libraries and software tools that facilitate the development of vision applications. It enables users to interact with images or video feeds from various sources such as webcams, Kinects, FireWire and IP cameras, or even mobile devices. Ultimately, it empowers developers to create software that not only perceives the environment but also interprets it effectively.

IntelliSee, a real-time artificial (AI) risk mitigation tool, works 24/7/365 to detect threats and mitigate them before they occur. IntelliSee transforms your passive surveillance cameras into proactive tools for risk mitigation, so you can protect people, reputation and financial well-being. The majority of surveillance cameras are unmonitored today and used only to document incidents. Even when cameras are monitored by security staff, they are still performing a tedious and error-prone task on an unmanageable amount of screens. IntelliSee is a proactive solution that overlays and continuously scans your live surveillance feeds to detect potential threats. IntelliSee alerts you and your designated contacts instantly when a threat is detected.