Face recognition api. As a developer, you might face the challenge of facial recognition and comparison if you are developing an employee verification system, or need to automate video editing or provide secondary authentication for other applications. To get started, please visit the Rekognition Console or Face APIs documentation. Contribute to TOMUIV/face_recognition_based_on_insightface development by creating an account on GitHub. Key Takeaways Understanding Face Recognition Technology Basics of Detection Key Technologies Importance in Today’s World Overview of Free Face Recognition APIs Detecting Faces Locally Detecting Faces Remotely Unified API Platforms Setting Up Your Project Google Cloud Setup Authentication Process Implementing Face A face recognition API is a tool that allows developers to integrate facial recognition capabilities into applications without building the underlying technology from scratch. The Face APIs comprise the following categories: Face Algorithm APIs: Cover core functions such as Detection, Find Similar, Verification, Identification, and Group. ## Are Image Processing and Facial Recognition APIs Free? Pricing varies depending on the API. 2 days ago · Face Detection detects multiple faces within an image along with the associated key facial attributes such as emotional state or wearing headwear. Real time Processing: Handling live video streams with low latency. Note that the API detects faces, it does not recognize people . Build a Kairos Face Recognition-to-database or-dataframe pipeline in Python using dlt with automatic Cursor support. These APIs offer a wide range We review seven helpful facial recognition APIs. Discover the 10 best face recognition APIs that can streamline your business processes, from attendance systems to security monitoring, with minimal cost and high accuracy. jpg") face_landmarks_list = face_recognition. Businesses can integrate our highly secure API into their software within a few minutes. View pricing options for the Face API from Microsoft Azure AI Services. Faces version 7 delivers higher accuracy and lower latency to streamline genuine-end users’ experiences while also mitigating the risk of fraud. import face_recognition image = face_recognition. Detect human faces in images and videos with real-time face detection API, supporting multi-face and multi-angle scenarios for AI vision applications. Easily integrate vision features into your projects with no machine learning expertise required. Discover Foundry Tools (formerly Azure AI services) to help you accelerate creating AI apps and agents using prebuilt and customizable tools and APIs. Here are some actors that perform well (in alphabetical order): Amazon Fast, accurate face recognition, face verification & liveness detection APIs for secure KYC, onboarding and biometric identity checks from MxFace. Build your own face recognition web app using face-api. The Face service provides AI algorithms that detect, recognize, and analyze human faces in images. Reports suggest Meta is developing a 'Name Tag' feature for its smart glasses, allowing users to identify people in real-time using AI and facial recognition technology. Fast, accurate face recognition, face verification & liveness detection APIs for secure KYC, onboarding and biometric identity checks from MxFace. Federal immigration agencies have been using facial recognition to identify detainees and legal observers, and there have been reports of immigration agents wearing Ray-Ban Meta glasses while on insightface人脸识别库API调用集成代码，包含图片识别和webcam实时视频识别. Facial recognition software is important in many different scenarios, such as identification, touchless access control, and face blurring for privacy. It’s everywhere in 2025 — from securing your devices to tagging you in photos automatically. ID face recognition search engine. Facial recognition software is important in many scenarios, such as identification, touchless access control, and automatic face blurring for privacy. DIFFERENCE, SPOTTED. Flutter face recognition app with dual-mode processing: run the same Python pipeline locally on desktop or upload to a FastAPI backend on mobile, then visualize pairwise results with cropped face previews. * Want to get unlimited access to photo sources? Subscription plans Monthly Yearly 20 Find anyone online with FaceCheck. We tested accuracy across diverse datasets, latency at scale, and integration complexity. Because ML Kit can perform face Get started with facial recognition using the Face REST API. ai’s facial search in your applications! Purchase the Developer subscription and enjoy up to 5000 API calls/month with lenso. face-api. You can test how face recognition works by uploading an image to lenso. load_image_file("my_picture. The comparison guide of top 3 face recognition APIs in today's market covers Lystface API, Microsoft Azure Face API & Luxand Cloud to help your developers. Learn about the 15 best facial detection APIs, along with their characteristics and pricing. Through computer vision and deep learning, we recognize faces in videos, photos, and the real-world—our innovative API platform simplifies how developers and businesses integrate human identity into their software. The world's simplest facial recognition api for Python and the command line It can make products safer and more secure—for example, face authentication can ensure that only the right person gets access to sensitive information meant just for them. Select from a variety of pricing options. js API that provides reliable face detection and face recognition. Face SDK & API is a 2D/3D face recognition library for face detection and tracking, face matching, liveness detection and gender, age and emotion recognition in images and videos. This complex process involves three key steps This is a powerful Node. The integration is simple and intuitive. For face recognition, you should use an image with dimensions of at least 480x360 pixels. Face Recognition experts at Eden AI tested, compared, and used many Face Recognition APIs of the market. Looking for the right API for implementing facial and image recognition in your next app? Here’s a list of top 16 facial and image recognition APIs. A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python - serengil/deepface In The demand for facial recognition technology continues to rise across various industries, from security and retail to healthcare and entertainment. InsightFace is an open source 2D & 3D deep face analysis library with tools for recognition, alignment, and verification, plus SDKs and face swapping solutions. Face version 7 is available in all supported regions at no additional cost. cloud face recognition technology is incredibly fast, able to process thousands of facial images in just a matter of seconds. :param model: Which face detection model to use. "hog" is less accurate but faster on CPUs Cvartel face recognition is used for access control systems, such as securing physical spaces, and granting access to restricted areas. These operations include functionalities like detecting facial landmarks, analyzing emotions, and comparing faces. js Realtime JavaScript Face Tracking and Face Recognition using face-api. LUNA SDK LUNA SDK by VisionLabs provides developers with a complete set of APIs and tools to build end-to-end facial recognition systems. It provides a convenient and secure way to authenticate individuals based on their unique facial features. js SkyBiometry is a state of the art Face recognition & Face detection cloud biometrics API allowing developers and marketers to do more with less. Best Face Recognition APIs on the market While comparing Face Recognition APIs, it is crucial to consider different aspects, among others, cost security and privacy. Face Recognition API, Liveness Detection API, Face Detection API and more. ai. Discover the best high-accuracy face recognition APIs for your apps. ai The world's simplest facial recognition api for Python and the command line - ageitgey/face_recognition Deployment steps include: Model Compression: Quantization, pruning or distillation for faster inference. Whisper Whisper is a state-of-the-art model for automatic speech recognition (ASR) and speech translation, proposed in the paper Robust Speech Recognition via Large-Scale Weak Supervision by Alec Radford et al. Our API has been extensively tested and proven to be stable, even under challenging conditions. You'll need to fetch it from the Vision API's discovery service, using your credentials: JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow. FaceAPI: AI-powered Face Detection & Rotation Tracking, Face Description & Recognition, Age & Gender & Emotion Prediction for Browser and NodeJS using TensorFlow/JS - vladmandic/face-api Search APIs Add Your API Sign In Sign Up We're building a Face Recognition platform that lets you quickly integrate human identity features into your products and services—it's speedy, safe, and secure. Advanced Facial Recognition Capabilities: ZOOPSTACK’s Face Match API boasts advanced facial recognition capabilities, providing an unparalleled level of accuracy in identifying and matching faces. Enables search, matching and recognition of faces, as well as gender and age recognition of people in a photo. js — JavaScript API for Face Recognition in the Browser with tensorflow. PimEyes is an advanced face recognition search engine, a reverse image search tool, and a photo search mechanism used to find which websites publish your photos online. This article demonstrates how to call a REST API endpoint for Face, a service in Azure Cognitive Services suite. You can track the usage in your user panel. Compare features, pricing, and real-world use cases. Cool, right? This is the magic of face recognition technology. Kairos is a simple concept—you submit images into our API, and our deep learning algorithms analyze the faces found, then the API returns a bunch of useful data about the faces we Create the service object To access Google APIs using the official client SDKs, you create a service object based on the API's discovery document, which describes the API to the SDK. - AmrNabil12/Flutter-Face-Recognition-App Amazon Rekognition provides you with APIs you can use to detect and analyze faces in images and videos. Edge Deployment: Running the model on mobile devices, CCTV cameras, IoT systems. The Face service provides you with access to advanced algorithms for detecting and recognizing human faces in images. Rekognition › dg Detecting and analyzing faces Amazon Rekognition detects, analyzes facial attributes, compares faces in images, detects faces in videos, searches faces in collections, detects facial landmarks, analyzes facial emotions. # face_landmarks_list[0]['left_eye'] would be the location and outline of the first person's left eye. How does it all work? Behind the scenes, there are some powerful face recognition APIs making it happen. Cloud Face Recognition API for web and mobile apps. Learn more about face detection; face detection is the action of locating human faces in an image and optionally returning different kinds of face-related data. Some APIs even allow real-time analysis, which is useful for applications like live surveillance or interactive experiences. Optimised C++ libraries deliver the performance needed for facial analysis tasks. Jan 30, 2026 · Face API reference list Azure AI Face is a cloud-based service that provides algorithms for face detection and recognition. Enhance your applications today! We use face-api. 🚀 Just built a production-grade Face Recognition Attendance System from scratch — and it's live! After hours of building and debugging, FaceTrack PRO v2. Capabilities include features like face detection, face verification, and face grouping to organise faces into groups based on their visual similarity. To solve this, you could develop your own machine learning model, develop an API, and manage your own infrastructure. Contribute to Uday1811/Face_Recognition development by creating an account on GitHub. js - justadudewhohacks/face-api. Compare features, pricing, and accuracy. Higher numbers find smaller faces. Note: The Vision API now supports offline asynchronous batch image annotation for all features. Exadel CompreFace is a free and open-source face recognition service that can be easily integrated into any system without prior machine learning skills. js Express API that compares an uploaded face image with reference photos and returns a match percentage. With ML Kit's face detection API, you can detect faces in an image, identify key facial features, and get the contours of detected faces. Specific individual Facial Recognition is not supported. CompreFace provides REST API for face recognition, face verification, face detection, landmark detection, mask detection, head pose detection, age, and gender recognition and is easily deployed with docker. Azure Face API utilizes AI to detect and analyze human faces, identifying features like age, gender, and emotions, enhancing applications in security, customer analytics, and personalized user experiences. We help our customers combat identity fraud How does Facial Recognition Work? Imagga Facial Recognition API helps companies unlock precise and robust face detection and recognition functionality in still images and live stream videos in their applications and systems. Built with deep learning models, this SDK provides high-accuracy face detection and recognition while ensuring complete data privacy Build APIs Public API Hub API Hub for Enterprise Rapid API Client VSCode Enterprise Internal Hub Partner Hub 7. Discover best free Face Detection tools, APIs, and open-source models for seamless detection of faces. It enables real-time face detection, tracking, landmarks detection, face encoding, identification, verification, and more. It can also be used for tremendous social good; there are nonprofits using face recognition to fight against the trafficking of minors. Luxand. The easiest way to find someone with facial recognition is by using an image search tool that has its own face search engine. Azure AI Service - Face REST API reference The Azure AI Face service provides AI algorithms that detect, recognize, and analyze human faces in images. This section provides an overview of the non-storage operations for facial analysis. Whether you need to perform facial recognition for security purposes, or to improve the user Kairos is a leading face recognition AI company with an ethical approach to identity, that reflects our globally diverse communities. The Azure AI Face service provides AI algorithms that detect, recognize, and analyze human faces in images. The world's simplest facial recognition api for Python and the command line - ageitgey/face_recognition Imagine your phone recognizing your face and unlocking in a blink. js WASM backend (no native bindings), so it runs on Windows and other platforms without build tools. Here's what it does: 🎥 Facial recognition plus YOLO object detection; webcam or single-image, known/unknown faces, FastAPI-ready. Upload an image → detect faces → validate → search for matches → receive results in JSON. This guide demonstrates how to use face detection to extract attributes like age, emotion, or head pose from a given image. 1 is ready. js Face recognition is a technology that identifies or verifies individuals by analyzing and comparing their facial features with a database Using a visual recognition API lets you, with just a few lines of code, implement functionality such as organizing and categorizing images/products, detecting and tracking objects, identifying faces among others. - scscodes/py-face Here's what it does: 🎥 Real-time face recognition via webcam 🧠 Custom AI matching engine (no API, no cloud) 💾 Persistent storage — data never resets Auto check-in/out with Half Day Amazon Rekognition automates image recognition and video analysis for your applications without machine learning (ML) experience. face_landmarks(image) # face_landmarks_list is now an array with the locations of each facial feature in each face. Face Match API FastAPI backend for face recognition using Amazon Rekognition. . ai’s Face Search API. ProFaceFinder API lets you add reverse face search engine and facial recognition to your app without building or maintaining complex machine-learning systems. This is a public demonstration of the asticaVision, an API that provides developers with the ability to incorporate computer vision into their projects and enables new possibilities. js to detect faces in an image loaded from either the DOM or a URL, and then we can draw the points, a box around the face, check age, gender, and expression, and then try and View pricing options for the Face API from Microsoft Azure Cognitive Services. def _raw_face_locations(img, number_of_times_to_upsample=1, model="hog"): """ Returns an array of bounding boxes of human faces in a image :param img: An image (as a numpy array) :param number_of_times_to_upsample: How many times to upsample the image looking for faces. Step By Step Face Search API Use lenso. The face recognition API processes the image and identifies facial features or matches it with previously stored profiles, depending on your use case. Face Recognition API Using Node. Enhance security with Face++ world-class face matching and analysis technology. The Microsoft Face API uses state-of-the-art cloud-based face algorithms to detect and recognise human faces in images. A facial recognition system is a technology capable of matching a human face from a digital image or a video frame against a database of faces, typically employed to authenticate users through ID The Open Source Face Recognition SDK by Faceplugin is a powerful, privacy-focused solution for integrating face recognition capabilities into your applications. The world’s largest Computer Vision library meets the world’s top-rated Face Recognition technology. Learn More Certified by Smart Vision for a Smarter Future Face Recognition Face Matching Security Access Control Public Safety Retail Markets If you have any questions about the API, or […] With Amazon Rekognition's face recognition APIs, you can detect, analyze, and compare faces for a wide variety of use cases, including user verification, cataloging, people counting, and public safety. Read more Azure Face API utilizes AI to detect and analyze human faces, identifying features like age, gender, and emotions, enhancing applications in security, customer analytics, and personalized user experiences. Search APIs Add Your API Sign In Sign Up The face recognition API processes the image and identifies facial features or matches it with previously stored profiles, depending on your use case. Register known faces, then analyze group photos to identify who's in them. Azure Vision delivers innovative computer vision capabilities. Discover the best face recognition APIs of 2026, comparing accuracy, features, scalability, and pricing to help you find the right solution for your needs. ai Each face recognition API has distinctive key features. For ML Kit to accurately detect faces, input images must contain faces that are represented by sufficient pixel data. Clearview AI is a revolutionary, all-in-one, facial recognition platform designed to support federal, state, and local law enforcement in their shared mission to help keep communities safe. Lystface is a Face Recognition API platform developed to support any application. Uses TensorFlow. Search for people by photo and verify you are talking to the person they claim to be. With advancements in artificial intelligence and machine learning, businesses now have access to a diverse array of face APIs that can enhance user experiences, streamline operations, and improve security measures. js’ MTCNN Face Detector As facial recognition technology advances, the range of APIs available in 2024 offers sophisticated solutions for integrating face detection and analysis into various applications. Jan 31, 2026 · Back to All Lists Best Face Recognition APIs in 2026 A hands-on comparison of the top face recognition APIs for detection, identification, and verification. API Integration: REST APIs or on device SDKs for real time recognition. JS Node. from OpenAI. Reliable AI solutions for KYC, identity verification, and liveness detection. It is also incredibly accurate, boasting an impressive recognition rate. Learn how to use facial recognition in your development projects with these services. Feb 14, 2025 · Discover the 9 best face recognition APIs to integrate AI-powered facial recognition into your apps. OpenCV FR: Ranked among Top 10 algorithms globally by NIST. View Documentation Facial recognition technology leverages computer vision algorithms to identify and verify human faces in digital images and videos in real-time. It serves as a wrapper library for the face detection and face recognition tools implemented in dlib. With face detection, you can get the information you need to perform tasks like embellishing selfies and portraits, or generating avatars from a user's photo. Empower your apps to analyze images, read text, and detect faces using prebuilt image tagging, optical character recognition (OCR), and responsible facial recognition. We bring everything together that is required to build a successful app or software based on the face recognition technology. iy74, iyzf, nqbmu, fye79, r7h6, gjmnoz, 4y6e9l, yeitpv, bh5q, 9nidlf,