Best Facial Recognition Software for Mac 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.

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.

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

Swiftlane merges ease of use with robust security to create safe and appealing living environments for communities. Our advanced cloud-based technology offers seamless access throughout a building, utilizing features such as facial recognition, mobile entry, video intercom systems, visitor PINs, key card access, and voice-activated unlocking. We are dedicated to enhancing and safeguarding multifamily communities through our innovative access solutions, which prioritize safety, security, and overall resident satisfaction. As the expectations of residents evolve, they increasingly seek amenities such as keyless entry systems, efficient visitor access, and secure management of packages and deliveries. Swiftlane is committed to addressing the significant challenges faced by the multifamily sector, ensuring that residents feel content and protected, investors see returns, and property managers operate with maximum efficiency. Our smart access technology not only improves security but also fosters a sense of community and trust among residents. Ultimately, Swiftlane is transforming the landscape of multifamily living by providing cutting-edge solutions that enhance the quality of life for all.

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.

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!

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.