List of the Top 13 Facial Recognition Software for Mac in 2025

Sumsub is an all-in-one verification platform tailored to meet your specific requirements. Its Know Your Customer (KYC) solution encompasses a variety of features including identity verification, database checks, facial recognition, address validation, and Anti-Money Laundering (AML) screening. The platform's facial biometrics technology guarantees that only verified users gain access, effectively combating fraudulent identities and deepfakes through advanced AI-driven verification. With Sumsub's adaptable solutions for KYC, Know Your Business (KYB), AML, transaction monitoring, and fraud prevention, you can streamline your verification processes, expand your customer base globally, ensure compliance with regulations, lower operational costs, and safeguard your business interests. Sumsub boasts some of the highest conversion rates in the sector, achieving 91.64% in the United States, 95.86% in the United Kingdom, and 97.89% in Hong Kong, all while completing user verifications in an average time of under 50 seconds. The platform adheres to the recommendations set forth by the Financial Action Task Force (FATF), aligning with international standards for AML/CFT regulations and local compliance frameworks, including those from FINMA, FCA, CySEC, MAS, and BaFin.

FacePlugin stands out as a premier provider of On-Premises Identity Validation Solutions. Our comprehensive range of offerings features cutting-edge technologies such as Face Recognition and Face Liveness Detection, alongside ID Document Recognition and both Palm Print and Face Recognition capabilities. The efficiency of our face recognition algorithm ensures swift and impartial results. Our advanced liveness detection system effectively identifies various spoofing attempts, including 3D masks, printed images, video loops, and deepfake technologies. Additionally, our ID document recognition software is equipped to handle documents from more than 180 countries, encompassing ID cards, passports, and driver's licenses. We provide a suite of SDKs for developers, which includes Face Recognition SDKs for Android, iOS, and Server platforms, Liveness Detection SDKs for the same environments, as well as ID Document Recognition and Palm Print Recognition SDKs tailored for server use. Our offerings support multiple programming languages, including Flutter, Swift, Java, Objective-C, and Python, ensuring broad compatibility for various development needs. Moreover, we are committed to providing complimentary integration support to assist our clients in maximizing the benefits of our solutions.

RECOGNITO stands out as a frontrunner and reliable provider of Face Biometrics and ID Document Verification technology on a global scale. Established in 2019, Recognito has rapidly gained a reputation, catering to over 200 identification solution providers and clients across diverse industries. Its Face Recognition SDK is recognized as the premier face-based identity verification tool, achieving top ratings in the NIST FRVT rankings for both 1:1 and 1:N matching scenarios. The company's offerings include a range of innovative products, such as the Face Liveness SDK, which effectively detects deepfakes and incorporates 3D passive liveness detection, as well as the ID Document Verification SDK, which supports OCR and MRZ processing for various identification documents, including ID cards and passports, along with barcode analysis. Among its standout features are the capability to operate fully offline and on-device, ensuring security and privacy, along with a compact library-type SDK that simplifies on-premise installation. Furthermore, the API is designed to be straightforward and comprehensive, making integration seamless for developers. Recognito's solutions are compatible with multiple platforms, including Android, iOS, Windows, and Linux, demonstrating their commitment to versatility and accessibility in identity verification technology.

MiniAiLive delivers advanced Touchless Biometrics Authentication and ID Verification solutions designed to enhance security. Our offerings leverage state-of-the-art technologies, including facial recognition, liveness detection, and ID document verification. Furthermore, we guarantee that our solutions are smoothly integrated into the current systems utilized by our clients. The MiniAiLive app serves as a reliable face recognition tool that provides robust access control measures. It incorporates a passive liveness detection feature, ensuring that only verified individuals gain entry to sensitive areas, services, or accounts. This innovation significantly reduces the likelihood of unauthorized access resulting from spoofing or impersonation attempts, thereby bolstering overall security. Additionally, our commitment to continuous improvement means we are always looking for ways to enhance user experience and security efficacy.

For the past six years, we have focused on creating facial recognition algorithms across various platforms. Our Face Recognition SDK is engineered for optimal efficiency, utilizing minimal memory while achieving excellent performance. We offer a diverse array of algorithms and will customize an SDK to meet the unique requirements of our clients. Some key features include high accuracy, a lightweight model, multiple algorithm options, and compatibility with both mobile and server environments. We are committed to ensuring that our solutions seamlessly integrate into our clients' existing systems.

Luxand FaceSDK is an advanced software development kit that excels in cross-platform functionality, providing exceptional capabilities in face recognition, facial feature detection, and identification. This innovative toolkit can be effortlessly integrated into web, desktop, and mobile applications, enhancing their functionality significantly. By facilitating face-based authentication alongside automatic detection and identification, Luxand FaceSDK transforms user interaction, making it more intuitive and efficient. Additionally, its versatility makes it suitable for various industries looking to implement secure identification solutions.

Clarifai stands out as a prominent AI platform adept at processing image, video, text, and audio data on a large scale. By integrating computer vision, natural language processing, and audio recognition, our platform serves as a robust foundation for developing superior, quicker, and more powerful AI applications. We empower both enterprises and public sector entities to convert their data into meaningful insights. Our innovative technology spans various sectors, including Defense, Retail, Manufacturing, and Media and Entertainment, among others. We assist our clients in crafting cutting-edge AI solutions tailored for applications such as visual search, content moderation, aerial surveillance, visual inspection, and intelligent document analysis. Established in 2013 by Matt Zeiler, Ph.D., Clarifai has consistently been a frontrunner in the realm of computer vision AI, earning recognition by clinching the top five positions in image classification at the prestigious 2013 ImageNet Challenge. With its headquarters located in Delaware, Clarifai continues to drive advancements in AI, supporting a wide array of industries in their digital transformation journeys.

Swiftlane combines user-friendliness with strong security measures to foster safe and attractive living spaces for communities. Our state-of-the-art cloud-based platform ensures smooth access across buildings, employing advanced technologies like facial recognition, mobile entry, video intercoms, visitor PINs, key cards, and voice-activated unlocking. We are committed to improving and protecting multifamily communities through our innovative access solutions, which emphasize safety, security, and resident satisfaction. As the demands of residents evolve, they increasingly desire features such as keyless entry, streamlined visitor access, and secure handling of packages and deliveries. Addressing the pressing challenges in the multifamily sector, Swiftlane aims to ensure that residents experience comfort and security, investors reap benefits, and property managers maintain optimal efficiency. Our intelligent access solutions not only enhance security but also cultivate a sense of community and trust among residents. By providing advanced tools that elevate the living experience, Swiftlane is reshaping the future of multifamily housing, creating environments that prioritize both innovation and well-being. Ultimately, our vision is to redefine the standards of multifamily living, making every resident feel valued and safe within their community.

Accelerate the transformation of good individuals into loyal customers while simultaneously enhancing trust. Verifying your identity is a straightforward process, with support available in over 200 countries and territories and access to more than 13,000 types of ID documents. Each identification can undergo as many as 50 AI-powered security assessments in mere seconds. With bank-grade certified biometric checks, we bring unmatched proficiency in emerging markets. IDWise offers an AI-enhanced, fully automated, and intuitive identity verification solution that significantly boosts customer conversion rates while minimizing abandonment. Our commitment to simplicity is evident through seamless integration and straightforward pricing plans tailored to help you efficiently serve customers, allowing you to concentrate on what you excel at: managing your business. We are dedicated to fostering long-term partnerships, understanding that each business has unique needs in terms of balancing speed, user experience, and compliance requirements. Ultimately, our goal is to empower your business with tools that enhance both efficiency and customer satisfaction.

Imagine the future of image recognition software powered by Imagga's API, which elevates intelligent applications through flexible machine learning solutions. Our advanced technology enables automatic tagging of images, creating a strong API for in-depth image analysis and exploration. This feature greatly enhances product visibility within your applications, paving the way for sophisticated visual search capabilities. Furthermore, you can incorporate facial recognition functionalities in your applications using our robust API designed specifically for face detection. Tailor our image AI to categorize and arrange your photos into customized groups, enabling effortless automatic organization of your visual content. Enjoy swift image classification with our highly efficient API, alongside automated moderation of adult content, which utilizes state-of-the-art image recognition technology. Effortlessly improve your visual assets by producing eye-catching thumbnails and employing our API for smart cropping that is sensitive to content. Lastly, breathe life into your product images through color extraction, thanks to our versatile API, ensuring your offerings are presented in a lively and engaging manner. This extensive collection of tools empowers developers to completely reshape the way users engage with images within their applications, ultimately enhancing user experience and satisfaction. As a result, businesses can leverage these innovations to stay ahead in an increasingly visual world.

At PXL Vision, we are committed to transforming the landscape of digital identity verification, enabling businesses to enhance their customer onboarding and KYC procedures while simultaneously improving conversion rates. As the foremost provider in Switzerland, we deliver adaptable and customizable solutions that refine verification processes via advanced AI-driven identity checks, which can be utilized as a user-friendly SaaS model or as an on-premise application. Our in-house developed and patented technologies guarantee fast, reliable, and intuitive identification processes that integrate effortlessly into existing systems. With PXL Vision's automated identity verification solutions, organizations can modify and tailor the system to fit their specific requirements and scenarios. Our platform not only allows for the deployment of the solution but also offers customization of individual process steps, incorporation of brand elements, and adjustments of security levels, making it a versatile tool for a variety of business needs. This flexibility ensures that companies remain competitive and compliant while providing a superior experience for their customers.

EnQualify is an innovative online platform dedicated to identity verification, designed to assist both businesses and individuals in building trust and reducing fraud risks in the digital landscape. Experience hassle-free and secure identity checks with advanced features such as biometrics, AI-driven facial recognition, OCR, and video-assisted verification. By utilizing these technologies, organizations can achieve customer acquisition success rates of up to 90%, all while improving their operational efficiency and enhancing the overall customer journey. Our self-service KYC solution, powered by AI, automates a variety of verification processes, including ID checks, facial recognition, NFC verification, and liveness detection, all completed in under five seconds. EnQualify stands out by removing server reliance, utilizing AI capabilities directly on mobile devices to deliver an outstanding user experience. This cutting-edge product facilitates remote customer onboarding through both self-service options and video interactions, employing “AI on Mobile Edge” technology to enable instant decision-making powered by the device's processing capabilities. Embrace the future of technology today by choosing EnQualify for all your identity verification needs!

Established in 2022, Facia focuses on cutting-edge facial recognition and biometric authentication technologies. Our solutions, powered by sophisticated AI and machine learning algorithms, ensure robust security for enterprises. With our 3D liveness detection, we deliver quick responses in under a second. We maintain an impressive 0% false acceptance rate (FAR) and a false rejection rate (FRR) of less than 1%, effectively blocking unauthorized access. Our offerings encompass services such as 1:N face searches, 1:1 photo ID verification, and age verification. Additionally, we provide customizable SDK and API integration options to guarantee seamless functionality. Our platform supports real-time 3D facial verification, delivering both speed and precision while upholding top-tier security standards. We also guard against spoofing attempts using masks or printed images. Facia is dedicated to pushing the boundaries of biometric authentication and ensuring that businesses have access to secure identity verification solutions that adapt to their specific needs. Our commitment to innovation drives us to continually enhance our services, making identity verification more reliable and accessible than ever before.