The Face Compare API, also called Face Similarity API, is a tool that enables app or system developers to integrate facial recognition and comparison functions. This API evaluates the closeness or similarity of two facial photographs based on facial traits. By applying robust algorithms and machine learning techniques, the Face Compare API can identify the resemblances and distinctions between two faces by analysing facial landmarks, patterns and attributes.
Here, you will compare two facial images to determine if they belong to the same person. The API requires two images: a reference image, such as the user's official ID, and a query image, like a selfie used for validation.
For users seeking a cost-effective engine, opting for an open-source model is the recommended choice. Here is the list of the best Face Similarity Open Source Models:
Exadel CompreFace is a cost-free and open-source facial recognition service that can be seamlessly integrated into any system without requiring prior knowledge in machine learning. It can be easily deployed using docker.
CompreFace furnishes a REST API for facial recognition, verification, and detection, as well as landmark detection, mask detection, head pose detection, and age and gender identification.
DeepFaceLab is a widely used open-source platform for creating deepfakes. It implements deep learning techniques to manipulate and exchange facial features. Although it primarily concentrates on producing deepfakes, it inherently entails face matching as a component of the procedure.
AI Face comparison using FaceNet, compare two photos and see if they are the same person.
Dlib is a C++ library that provides a range of machine-learning tools, including facial recognition. It features a pre-trained face detection model that is well-regarded for its robustness, operating effectively in various orientations and lighting conditions.
Dlib also has integrated Python bindings, allowing it to be used with a variety of programming languages. You can also use this for face compare.
The MTCNN (Multi-Task Cascaded Convolutional Networks) algorithm has transformed the face detection and recognition industry since its development in 2016. The technology uses a series of cascading neural networks to precisely and quickly detect, align, and extract facial features from digital images. You can also use this for face compare.
While open source models offer many advantages, they also come with some potential drawbacks and challenges. Here are some cons of using open source models:
Given the potential costs and challenges related to open-source models, one cost-effective solution is to use APIs. Eden AI smoothens the incorporation and implementation of AI technologies with its API, connecting to multiple AI engines.
Eden AI presents a broad range of AI APIs on its platform, customized to suit your specific needs and financial limitations. These technologies include data parsing, language identification, sentiment analysis, logo recognition, question answering, data anonymization, speech recognition, and numerous other capabilities.
To get started, we offer free $10 credits for you to explore our APIs.
Our standardized API enables you to integrate Face Compare APIs into your system with ease by utilizing various providers on Eden AI. Here is the list (in alphabetical order):
Rekognition, an API for facial comparison, analysis and identification, is capable of integrating into a range of applications. With its face comparison feature, it can be used to determine the similarity or likeness between two face images. This can be applied for numerous purposes, including identity verification or identifying similar faces from a collection.
Base64.ai's Face Compare API is a potent tool for facial recognition and comparison. It enables developers to incorporate sturdy face matching abilities into their applications seamlessly. Through advanced algorithms, it adeptly evaluates and contrasts faces, rendering it optimal for security, verification, and tailored user interactions. The API facilitates multiple image formats and offers a streamlined approach to refine facial recognition traits in diverse applications.
Face++ offers a complete suite of facial recognition APIs, such as face comparison, detection and analysis, that are widely used throughout various industries. The tool is highly accurate and precise. The Face Comparison API allows developers to determine the similarity or likeness between two facial images based on facial features and characteristics.
Eden AI offers a user-friendly platform for evaluating pricing information from diverse API providers and monitoring price changes over time. As a result, keeping up-to-date with the latest pricing is crucial. The pricing chart below outlines the rates for smaller quantities for November 2023, as well as you can get discounts for potentially large volumes.
Eden AI is the future of AI usage in companies: our app allows you to call multiple AI APIs.
You can see Eden AI documentation here.
The Eden AI team can help you with your Face Compare integration project. This can be done by :