Best Facial Recognition Software for Windows of 2025

Sumsub is a comprehensive verification platform tailored to meet your specific requirements. Its KYC solution encompasses a range of services including ID verification, database checks, facial recognition, address validation, non-document verification, and anti-money laundering (AML) screening. The advanced facial biometrics technology ensures that only legitimate users gain access to your services, while Sumsub's AI-powered facial recognition effectively identifies counterfeit identities and deepfake attempts. With Sumsub's adaptable KYC, KYB, AML, transaction monitoring, and fraud prevention solutions, you can streamline your verification procedures, expand your customer base globally, adhere to compliance standards, lower operational costs, and safeguard your enterprise. Sumsub boasts industry-leading conversion rates—91.64% in the United States, 95.86% in the United Kingdom, and 97.89% in Hong Kong—verifying users in an average time of under 50 seconds. The approach taken by Sumsub aligns with the recommendations set forth by the Financial Action Task Force (FATF), adhering to international AML and counter-terrorism financing (CTF) regulations, as well as local laws from authorities such as FINMA, FCA, CySEC, MAS, and BaFin.

FacePlugin is the leading provider of On-Premises Identity Validation Solutions. Our robust suite of products includes state-of the-art technologies, such as Face Recognition and Face Liveness Detection. We also offer ID Document Recognition, Palm Print Recognition, and Palm Print Recognition. Our face recognition algorithm is fast and unbiased. Our liveness detection model is able to detect spoofing, including 3D masks, printed photos, video replays, and deepfake. Our ID document recognition software can recognize ID documents from over 180 countries, including ID cards, passports and driver licenses. We offer SDKs - Face recognition SDK (Android, iOS, Server) - Liveness detection SDK (Android, iOS, Server) - ID document recognition SDK (Android, iOS, Server) - Palmprint Recognition SDK (Server). Programming languages Flutter, Swift, Java, Object C and Python We offer free integration support.

RECOGNITO is a global leader and trusted provider of Face Biometrics and ID Document Verification solutions. Recognito is a global leader in AI products and solutions, founded in 2019, serving over 200+ identification solution providers and customers across a variety of industry. Recognito SDK is the world's leading face-based identity verification solution with NIST FRVT Top Algorithm. - Product • Face Recognition SDK : NIST FRVT Top in 1:1 and 1:N • Face Liveness SDK : DeepFake, Deepfake Detection, 3D Passive Liveness Detection • ID Document Verification SDK : ID, Passport Document OCR and MRZ, Barcode Analysis - Features • On-premises, Fully Offline and On-Device SDK • Compact Library-type SDK to facilitate on-premise installation. • Simple and comprehensive API. - Platform Android, iOS, Windows and Linux platforms.

Welcome to FaceOnLive, your trusted provider of fully On-Premises Biometrics & ID Verification Solutions. Our advanced suite of services encompasses state-of-the-art technologies including Face Recognition, Face Liveness Detection, ID Document Recognition, ID Document Liveness Detection, and Touchless Fingerprint Recognition. With a focus on security, accuracy, and convenience, our solutions empower businesses to enhance customer onboarding processes, strengthen access control measures, and mitigate fraud risks effectively. Whether in banking, healthcare, government, or beyond, FaceOnLive delivers tailored biometric solutions to meet your organization's unique needs. Elevate your security standards, streamline operations, and build trust with your customers through cutting-edge biometric authentication. Join us as we pioneer the future of identity verification and authentication.

MiniAiLive provides Touchless Biometrics Authentication and ID Verification solutions. We offer security solutions that are based on cutting-edge technologies such as facial recognition, liveness detection and ID document recognition. We also ensure that our solutions are seamlessly integrated with the existing systems of our clients. MiniAiLive is a face recognition app that provides reliable and secure access control solutions. It also includes a passive liveness detection layer. Our app ensures only authorized individuals have access to sensitive areas, services, or accounts. It also minimizes the risk of unauthorized entry through spoofing and impersonation attempts.

We have been developing facial recognition algorithms on different platforms for the past six years. Face Recognition SDK has been designed to be efficient. It uses low memory and delivers high performance. We have a wide range of algorithms, and we will provide an SDK that is tailored to the specific needs of our clients. The following are some examples of High Accuracy - Lightweight Model - Several algorithms Mobile and Server

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.

Truein is a B2B SaaS company. We help organizations to enable face recognition based attendance. Truein is designed for contractual and distributed workforce use case. The solution helps to increase workforce productivity and plug attendance leakages. Truein is completely mobile and cloud based; and comes with GPS Geofencing options. Key highlights: - Touchless Face recognition based attendance - Admin app - real time attendance reports, anywhere anytime - 50+ automated policies designed to boost workforce productivity - Integration with HR & payroll. Seamless API based. - No complicated Hardware (runs on any Android/iOS device) - Offline mode - Geo fenced self attendance - Covid-19 safety features: Identifies person with mask on, self-declaration.

Clarifai is a leading AI platform for modeling image, video, text and audio data at scale. Our platform combines computer vision, natural language processing and audio recognition as building blocks for building better, faster and stronger AI. We help enterprises and public sector organizations transform their data into actionable insights. Our technology is used across many industries including Defense, Retail, Manufacturing, Media and Entertainment, and more. We help our customers create innovative AI solutions for visual search, content moderation, aerial surveillance, visual inspection, intelligent document analysis, and more. Founded in 2013 by Matt Zeiler, Ph.D., Clarifai has been a market leader in computer vision AI since winning the top five places in image classification at the 2013 ImageNet Challenge. Clarifai is headquartered in Delaware

Transform good people into good customers faster and increase trust. It's easy to verify your identity. Supported in more than 200+ countries and territories, 13,000+ ID documents. Each ID Document can be subject to up to 50 AI-based security checks in just seconds. Bank-Grade Certified Biometrics Checks Unparalleled expertise in emerging markets. IDWise's AI-driven, fully automated, user-friendly identity verification solution will dramatically increase customer conversion rates and decrease abandonment rates. IDWise loves simplicity. Our seamless integration and simple pricing plans are designed to help you serve customers quickly and reliably while allowing you to focus your resources on what you do best, running your business. We take pride in our long-term partnership approach. We recognize that no two businesses are alike when it comes to finding the right balance between speed, user experience and compliance.

Create the future of image recognition software using Imagga's API, which enhances intelligent applications through adaptable machine learning solutions. Our technology allows for the automatic tagging of images, facilitating a robust API for both image analysis and discovery. This capability significantly improves product visibility within your application, enabling advanced visual search functions. Additionally, you can integrate facial recognition features into your apps with our powerful API dedicated to face detection. Train our image AI to sort and organize your photos according to personalized categories, allowing for seamless automatic categorization of your image content. Experience instant image classification with our efficient API, along with automated moderation of adult content leveraging cutting-edge image recognition technology. Enhance your visual assets effortlessly by generating stunning thumbnails and utilizing our API for content-aware cropping. Lastly, infuse meaning into your product images through color extraction with our dynamic API, ensuring a vibrant presentation of your offerings. This comprehensive suite of tools empowers developers to transform how users interact with images in their applications.

At PXL Vision, we are dedicated to revolutionizing digital identity verification, empowering companies to streamline their customer onboarding and KYC processes while boosting conversion rates. As the leading provider in the Swiss market, we offer flexible and customizable solutions that optimize verification processes through cutting-edge AI-based identity checks, available as a convenient SaaS or on-premise application. Our proprietary technologies, developed and patented in-house, ensure swift, dependable, and user-friendly identification processes that seamlessly integrate into existing workflows. With PXL Vision's automated identity verification solutions, businesses can adapt and tailor the system to their unique needs and use cases. Whether it's deploying the solution, customizing individual process steps, incorporating branding options, or adjusting security levels, our platform offers extensive configuration capabilities.

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

RecFaces Id-Guard is a software developed for video surveillance and security systems that allows you to expand the functions of a classic video surveillance system using identification in the video stream. - The solution enriches video surveillance systems of any manufacturers with biometric functions and provides tools for prompt response and search in the archive - The solution provides ready-made certified integrations with a number of VMS systems - Depending on the role, a well-designed user interface provides quick and convenient access to all the necessary functions to perform current operational tasks - Each operator of the system can receive only those notifications that are included in his ​​responsibility. - All detected faces are saved to the solution archive. The volume of an event in the archive takes up less memory than the video archive. - The solution allows you to download graphic layouts of locations with the ability to place identification cameras on maps to simplify an operational response to an incident. - A wide range of available solution parameters allows the administrator to configure the optimal mode of its operation - Mobile application allows you to provide information to security personnel

EnQualify is cutting-edge online identity verification platform, where we help businesses and individuals establish trust and mitigate fraud risk in a digital environment. Enjoy seamless and secure identity verification through the use of biometrics, AI based face recognition, OCR& video guided verification. Achieve up to 90% successful customer acquisition rates while enhancing operational efficiency and providing the best experience to your customers. Our AI-driven, self-service KYC product automates ID verification, face verification, NFC verification, and liveness detection, all within 5 seconds! EnQualify eliminates server dependency by leveraging AI on mobile devices, offering an exceptional customer experience. This product enables remote customer acquisition through self-service or video calls, utilizing “AI on Mobile Edge” technology to make instant decisions using the device’s processing power. Choose EnQualify to leverage the technology of the future today!

3DiVi Face SDK & API is a cutting-edge biometric solution designed for accurate and fast face recognition, validated by NIST FRVT with 99.73% 1:1 accuracy. The SDK enables real-time video processing, including face detection, tracking, identification (1:N), and verification (1:1). It conducts comprehensive quality control checks on faces, covering head orientation, blur, lighting, and facial landmarks detection up to 468 points. Additionally, it recognizes gender, age, and seven emotions, and provides robust passive and active liveness detection to protect against spoofing attempts like masks or video replays. Compatible with Windows, Linux, Android, and iOS, it supports multiple programming languages such as Python, C++, C#, Kotlin, and Java. The SDK delivers high throughput performance with GPU acceleration, capable of processing hundreds of faces per second and searching massive face databases efficiently. Fully GDPR and CCPA compliant, it offers customizable pricing and expert technical support. This versatile solution is ideal for security, access control, and digital identity verification applications.

OpenFaceTracker is a facial recognition application designed to recognize one or more faces in images or videos by using a database for identification. To run OpenFaceTracker, your system must have OpenCV 3.2 and QT4 installed; you can either compile the libraries manually by following build_oft or install OpenCV and QT through your preferred package manager. You have the option to compile OpenFaceTracker either as a library or as a standalone executable. Once compiled, you can open the resulting file to utilize the detection and recognition features, display help and exit options, list all available cameras, test the XML database, read the configuration settings, and verify environmental parameters. OpenFaceTrackerLib is built on OpenCV 3.2, which has brought numerous new algorithms and enhancements compared to version 2.4, with several modules being restructured and rewritten. While most algorithms from version 2.4 remain available, the interfaces may vary, necessitating users to familiarize themselves with the changes. Ultimately, OpenFaceTracker offers a versatile solution for facial recognition tasks across various platforms.

FaceMe® Security is a cutting-edge surveillance solution designed for seamless integration with PCs, workstations, and servers, enhancing the capabilities of video management systems (VMS). This advanced technology can identify individuals in crowded environments by analyzing facial features, even when they are wearing masks, and can retrieve their information from a stored database. In addition to facial recognition, it monitors body temperature, ensures compliance with mask-wearing regulations by detecting improper usage, and flags individuals on block lists. The system can promptly alert security staff or designated personnel within the organization when necessary. Furthermore, FaceMe® Security Central conducts a comparison of the captured facial templates against the existing database to authenticate identities accurately. Additionally, it offers a user-friendly web console for managing the Microsoft SQL-based face database, configuring IP cameras, and notifying relevant parties about the arrival of registered visitors, VIPs, block-listed individuals, or employees entering specific monitored areas, ultimately enhancing overall security management. This multi-faceted approach ensures a comprehensive surveillance solution tailored to modern security needs.

The BriefCam® comprehensive video content analytics platform significantly enhances the return on investment from surveillance systems by transforming video into a searchable, actionable, and measurable resource. By combining VIDEO SYNOPSIS® with advanced Deep Learning technologies, the platform facilitates quick video reviews and searches, face recognition, real-time alerts, and in-depth video analytics. This results in a considerable boost in productivity for post-event investigations, swiftly identifying individuals and objects of interest with high accuracy. Its real-time alerting feature empowers organizations to respond proactively to changes in their surroundings. Users can extract and consolidate video metadata, including information about men, women, children, vehicles, their size, color, speed, and trajectory, allowing for a detailed quantitative analysis of their footage. BriefCam’s extensive analytics platform is utilized by a diverse range of entities, including law enforcement, public safety agencies, government bodies, transportation sectors, large businesses, healthcare facilities, and educational organizations. This widespread deployment underscores the platform's versatility and effectiveness in various fields.

Facia, founded in 2022, specializes in facial recognition and biometric authentication technology. We use advanced AI and ML algorithm to deliver secure solutions for business. Our 3D liveness technology provides rapid responses in less than a second. We achieve a 0% false acceptance rate (FAR) and a FRR below 1%, to prevent unauthorized entry. Our services include 1:N Face search, 1:1 Photo ID verification, and age verification. We offer customizable SDK and API integration options to ensure seamless compatibility. Our system allows for real-time 3D facial verification, which ensures speed and accuracy without compromising security. We protect against mask and print-based spoofing. Facia is committed to the advancement of biometric authentication and providing secure identity verification for businesses.

Utilize facial recognition technology for various purposes, including identifying individuals within your premises, such as potential intruders, enhancing automated access control systems, and even aiding in marketing strategies. Establish a comprehensive database that categorizes faces with labels such as "VIP" and "black list," and receive instant alerts via monitor, phone, or email upon detecting individuals from these lists within crowds. Additionally, enable the capability to search through video archives for specific faces or to locate individuals using their photographs. Gain insights into visitor demographics, including their gender and age, in real-time. This system can facilitate the identification of both employees and potential offenders within your facilities, allowing for prompt notifications regarding the arrival of VIP clients or known shoplifters at retail locations. By responding swiftly to these events, you will enhance security measures for staff and infrastructure while simultaneously elevating the service experience for prestigious clients. Ultimately, this approach not only ensures the safety of your environment but also fosters a more personalized experience for valued customers.

Leveraging the cutting-edge FaceVACS technology, we deliver user-friendly, scalable, and customizable facial recognition software to our clients, ensuring seamless integration through an open system architecture and expert support. ID issuance organizations can effectively match new identification photographs against existing records to mitigate ID fraud and identify clerical mistakes. Furthermore, these organizations can execute database de-duplication processes (1:n or n:n) to scrutinize, cleanse, and manage their ID databases containing facial images. The FaceVACS-DBScan LE solution empowers law enforcement personnel by enhancing the speed and precision of criminal investigations, enabling timely responses based on match outcomes in the crucial moments following a crime. This technology not only streamlines operations but also bolsters public safety by improving the efficiency of law enforcement efforts.