Liveness - nodejs-health-checker-lw. The main purpose of this package is to substitute nodejs-health-checker package and standardize the liveness and readiness actions for Nodejs applications running in Kubernetes deployments, without adding complexity and extra package installs. healthcheck. health-check. health-checker.

 
 Description. This volume brings together dynamic perspectives on the concept of liveness in the performing arts, engaging with the live through the particular analytical focus of audiences and experience. The status and significance of the live in performance has become contested: perceived as variously as a marker of ontological difference, a ... . Chekkit

Definitions of liveness. noun. the property of being animated; having animal life as distinguished from plant life. synonyms: aliveness, animateness. see more.Liveness tests used by banks and other institutions to remotely verify users’ ID can be easily beaten by deepfake attacks, a new report from security firm Sensity demonstrates. Deepfakes can be ...Spring Boot中Liveness 与 Readiness探针. 1. Overview. In this tutorial, we’re going to see how Spring Boot 2.3 integrates with Kubernetes probes to create an even more pleasant cloud-native experience. First, we’ll start with a little bit of a background on Kubernetes probes. Then we’ll switch gears and see how Spring Boot 2.3 supports ...Amazon Rekognition Liveness Detection in Angular. AWS recently launched the Amazon Rekognition Face Liveness feature. This new feature helps deter fraud in facial verification. With AWS Amplify you could easily plug Face liveness detection on your Android/IOS/Browser. It currently supports the below frameworks:2 days ago · Liveness detection is used to defeat presentation attacks, a type of attack in which a fraudster uses a fake representation of a biometric input like a face. Though LD helps make biometric authentication more secure, it has its weaknesses, such as spoofing attacks from deepfake technology. Deepfakes can fool some types of liveness checks ...Apr 24, 2019 · Liveness assurance methods aim at protecting biometrics devices from such spoof attacks. When a biometric is scanned, various approaches are implemented to determine the liveness of this biometric. Measuring heartbeats, estimating 2D and 3D face proportions, evaluating the quality of scanned faces and detecting heat radiating from scanned ... Apr 4, 2021 · 在 Spring Boot 2.3+ 中,提供了单独的 liveness 和 readness,用于为 Kubernetes 提供相应检查接口. liveness. 用于检查应用是否存活,当应用组件因故障不健康时,可以通过这个接口的结果,配置相应策略,重启应用或重新调度 Pod. readness. 用于检查应用是否就绪,是否可以 ...Note: We recommend customers to explore Amazon Rekognition Face Liveness, a new feature to deter fraud in facial verification, that is now generally available. Face Liveness detects spoofs presented to the camera (e.g. printed photos, digital photos or videos, or 3D masks) and spoofs that bypass the camera (e.g. pre-recorded real or …Active liveness checks involve prompting the user to perform specific actions, such as blinking, smiling, or moving their head, to ensure their physical presence during the authentication process. Passive liveness checks, on the other hand, utilize advanced algorithms to analyze subtle facial movements and detect signs of life without requiring …Looking at specific instances of live performance such as theatre, music, sport, and courtroom testimony, Liveness offers penetrating insights into media culture, …But, my need is to fetch some deployment/runtime details from k8s. for ex; in our deployment we have 3 web applications, kafka, couple of databases etc. Let us call those apps as ms-A, ms-B, ms-C. And say 2 instances of each are running. Assuming that liveness, readiness probes are configured, kubernetes now has that information. Live-variable analysis. In compilers, live variable analysis (or simply liveness analysis) is a classic data-flow analysis to calculate the variables that are live at each point in the program. A variable is live at some point if it holds a value that may be needed in the future, or equivalently if its value may be read before the next time the ... Apr 4, 2024 · Biometric liveness refers to the use of computer vision technology to detect the genuine presence of a living user, rather than a representation such as a photograph or a mask. Presentation attack detection (PAD) technologies can utilize active or passive detection methods. Typically associated with facial recognition, liveness can also be ... Not just the standard Biometric verification, but a complete Liveness Check for your users. Liveness Detection is a product you can add to your workflow to find out if the person interacting with your application is the intended and authorized individual. Your user just needs to upload selfies or videos, and MetaMap will check whether the user ...This page shows how to configure liveness, readiness and startup probes for containers. The kubelet uses liveness probes to know when to restart a container. …Mar 11, 2019 · liveness.model: Our serialized Keras model which detects face liveness. plot.png : The training history plot shows accuracy and loss curves so we can assess our model (i.e. over/underfitting). liveness_demo.py : Our demonstration script will fire up your webcam to grab frames to conduct face liveness detection in real-time. The preceding liveness probe indicates that the probe checks containers immediately after they are started. If a container does not respond within one second, the check is recorded as failed. The health check is performed every 10 seconds. If the check fails for three consecutive times, the container is restarted. Jun 20, 2019 · In such cases we use readiness probe. If the condition inside readiness probe passes, only then our application can serve traffic. Readiness probe is defined in 3 ways exactly like the Liveness ...Jul 19, 2022 · Probes have a number of fields that can be used to more precisely control the behavior of liveness and readiness checks. initialDelaySeconds: Number of seconds after the container has started ...Jumio’s liveness detection simply requires the user to hold their mobile device at a natural angle. The solution then performs liveness and anti-spoofing detection using advanced selfie technology to ensure the user is real (not a photo, video or paper copy), is not wearing a mask and is physically present at the time of the detection.See hostpath-with-livenessprobe.yaml for example how to use the liveness probe with a CSI driver. Notice that actual livenessProbe is set on the container with the CSI driver. This way, Kubernetes restarts the CSI driver container when the probe fails. The liveness probe sidecar container only provides the HTTP endpoint for the probe and does not contain …Jul 19, 2022 · Probes have a number of fields that can be used to more precisely control the behavior of liveness and readiness checks. initialDelaySeconds: Number of seconds after the container has started ... Liveness is the guarantee that all validators will reach some consensus on a value. This can be thought of as the guarantee that no two validators will be in disagreement and reach different values. ‍. Conversely, safety is a guarantee that nothing bad will happen. For example, Bitcoin' s use of the Nakamoto Consensus means that there is an ... Liveness: Performance in a Mediatized Society begins with an overview of live performance and reveals that media technology has encroached on live events to the point where many, like concerts and sporting events that feature jumbo video screens, are hardly live at all. Auslander offers a way of understanding the history of this development ... Liveness is the quality or state of being live, especially the reverberant quality of a room. Learn more about the word history, usage, and related terms of liveness from Merriam-Webster dictionary. live 1 (lĭv) v. lived, liv·ing, lives v.intr. 1. To be alive; exist. 2. To continue to be alive: lived through a bad accident. 3. To support oneself; subsist ... We call the broad class of all properties temporal properties. There are two kinds of temporal properties: “safety” properties say our system doesn’t do bad things. “liveness” properties say our system always does a good thing. “We do not violate any database constraints” is safety, “All transactions either complete or roll back ...Sep 2, 2022 · 2.1. liveness probe(存活探针) Kubelet 使用 liveness probe(存活探针)来 确定何时重启容器 。 例如,当应用程序处于运行状态但无法做进一步操作,liveness 探针将捕获到 deadlock,重启处于该状态下的容器,使应用程序在存在 bug 的情况下依然能够继续运行下去(谁的程序还没几个 bug 呢)。Liveness: Phelan, Auslander, and After. Daniel Meyer-Dinkgräfe (bio) Live-cast and recorded theatre (LCRT) such as National Theatre Live has expanded rapidly into a major industry since its launch in 2009. In academic terms, this development has been discussed predominantly in the context of audience demographics.We call the broad class of all properties temporal properties. There are two kinds of temporal properties: “safety” properties say our system doesn’t do bad things. “liveness” properties say our system always does a good thing. “We do not violate any database constraints” is safety, “All transactions either complete or roll back ...Liveness . Events. Making Matters 2.0, 26 Apr – 6 May 2023, 2–6pm. Public Event; Musarc presents: Pond Corpse, Sat 29 Apr 2023, 5.30–7pm. Offsite; BelMondo Tracks: Architecture Studio 3 + Le Seppie at Venice Architecture Biennale 2023, 17 May 2022 – 26 Nov 2023. Offsite;Various liveness detection techniques have been presented in the past few years. Anti-spoofing algorithms can differentiate between genuine and fake traits using multiple physiological properties. Due to their well-known uniqueness and persistence, fingerprints are one of the most significant biometric characteristics.face liveness detection activate, the script asks the person to generate an action, for example one of the actions they may ask you to do is smile, turn your face to the right, get angry, blink, etc. The actions are requested randomly, after fulfilling all the actions it generates a message saying "liveness successful" or "liveness fail".Nov 5, 2019 · Abstract. Liveness is the central topic within this contribution to our book. Auslander and van Es discuss the concept of “Liveness”. Auslander can hereby be seen to be one of the “veterans” in the study of liveness and therefore one of the central temporalities we encounter in relation to media and other performance arts. For a program , this safety property is usually written using the Hoare triple . The liveness property, the "good thing", is that execution that starts in a state satisfying terminates. Note that a bad thing is discrete, [3] since it happens at a particular place during execution. A "good thing" need not be discrete, but the liveness property ... Abstract. Television's liveness has long been seen as one of its key features. This paper argues that “liveness” is not a textual feature, but a more fundamental category (in Durkheim's sense) that contributes to underlying conceptions of how media are involved in social organization through their provision of privileged access to central social “realities.”4 days ago · Definitions of liveness. noun. the property of being animated; having animal life as distinguished from plant life. synonyms: aliveness, animateness. see more. The following diagrams detail how Amazon Rekognition Face Liveness operates regarding the feature's architecture and sequence of operations: The Face Liveness check process involves several steps as outlined in the following: The user initiates a Face Liveness check in the Client App. The Client App calls the customer's backend, which in turn ...VIDA uses top-global AI biometric verification technology to help you automate the identity verification process using liveness detection and based on an authoritative identity data source. VIDA Regulatory Compliance Exceptional Features. With global top-ranked Face Recognition technology and legal identity database, enhance ...Nov 10, 2020 · Liveness and readiness are the two main probe types available in OpenShift. They have similar configuration APIs but different meanings to the platform. When a liveness probe fails, it signals to OpenShift that the probed container is dead and should be restarted. When a readiness probe fails, it indicates to OpenShift that the container being ...Liveness check uses algorithms that analyze data - after they are collected from biometric scanners and readers - to verify if the source is coming from a fake representation. In essence, a liveness detection mechanism is a security feature developed to mitigate the vulnerability of biometric systems to spoofing attacks.Oct 6, 2020 · Liveness probe. This is for detecting whether the application process has crashed/deadlocked. If a liveness probe fails, Kubernetes will stop the pod, and create a new one. Readiness probe. This is for detecting whether the application is ready to handle requests. If a readiness probe fails, Kubernetes will leave the pod running, but won't send ...Apr 7, 2023 · Liveness detection is a technology used to determine whether a biometric, such as a facial image or a voice recording, is captured from a live person or from a spoofed source. By implementing liveness detection, businesses can prevent fraud attempts, such as presenting a photo or video instead of a real person during identity verification. Abstract. Television's liveness has long been seen as one of its key features. This paper argues that “liveness” is not a textual feature, but a more fundamental category (in Durkheim's sense) that contributes to underlying conceptions of how media are involved in social organization through their provision of privileged access to central social “realities.”Jul 18, 2022 · Kubernetes 健康检查包含就绪检查(readinessProbe)和存活检查(livenessProbe) pod 如果就绪检查失败会将此 pod ip 从 service 中摘除,通过 service 访问,流量将不会被转发给就绪检查失败的 pod ,pod 如果存活检查失败,kubelet 将会杀死容器并尝试重启。. 健康检查失败的可能 ...articulation of a distinct perception of liveness. Key words: theatre audiences, discourse analysis, live performance Theatre Audiences and Perceptions of ‘Liveness’ in Performance That theatre is performed live is often presented as central to its definition, particularly. when making contrasts with non-live performances on film or television.Pod Lifecycle. This page describes the lifecycle of a Pod. Pods follow a defined lifecycle, starting in the Pending phase, moving through Running if at least one of its primary containers starts OK, and then through either the Succeeded or Failed phases depending on whether any container in the Pod terminated in failure.. Whilst a Pod is …live 1 (lĭv) v. lived, liv·ing, lives v.intr. 1. To be alive; exist. 2. To continue to be alive: lived through a bad accident. 3. To support oneself; subsist: living on rice and fish; lives on a small inheritance. 4. To reside; dwell: lives on a farm. 5. To conduct one's life in a particular manner: lived frugally. 6. To pursue a positive, satisfying ...Feb 6, 2024 · Kubernetes continuously monitors the health of containers inside the pods using the livenessProbe and the readinessProbe. The livenessProbe serves as a diagnostic check to confirm if the container is alive. On the other hand, readinessProbe ensures that the container is healthy to serve incoming traffic. When the livenessProbe fails, Kubernetes ... Restart the pod that fails with liveness or readiness checks. Then, make sure that this pod is being deployed on the Amazon EKS worker node where the preceding changes were made. You can check the kubelet logs by running the following command: $ journalctl -u kubelet //optionally 'grep' with pod name. 6.FaceLivenessDetector contains an initial (start) view with instructions and information about the Face Liveness check for the end user. By default, the start view is shown before the Face Liveness check. The start view can … Liveness: Performance in a Mediatized Culture addresses what may be the single most important question facing all kinds of performance today. What is the status of live performance in a culture dominated by mass media and digital technologies? Since its first appearance, Philip Auslander’s groundbreaking book has helped to reconfigure a new area of study. Looking at specific instances of ... 2 days ago · Liveness detection is used to defeat presentation attacks, a type of attack in which a fraudster uses a fake representation of a biometric input like a face. Though LD helps make biometric authentication more secure, it has its weaknesses, such as spoofing attacks from deepfake technology. Deepfakes can fool some types of liveness checks ...Liveness Probe. A liveness probe checks if the container in which it is configured is still running. If the liveness probe fails, the kubelet kills the container, which will be subjected to its restart policy. Set a liveness check by configuring the template.spec.containers.livenessprobe stanza of a pod configuration. Readiness Probe live 1 (lĭv) v. lived, liv·ing, lives v.intr. 1. To be alive; exist. 2. To continue to be alive: lived through a bad accident. 3. To support oneself; subsist ... Modifying a liveness/readiness probe on a running instance. If you’d like to modify the values for the liveness or readiness probes, you can either: 1 ) Go to the Operations center and click the gear for a specific managed controller, and under the Configure page, you can change the values: 2 ) You can also directly edit the statefulset ...The state or condition of being alive.... Click for English pronunciations, examples sentences, video.The pod descriptor defines an httpGet liveness probe, which tells Kubernetes to periodically perform HTTP Get requests on path /healthz on Port 8080 to determine if the container is still healthy. The periodSeconds field specifies that the kubelet should perform a liveness probe every 3 seconds. The initialDelaySeconds field tells the …Mar 1, 2023 · Command execution liveness probe: This probe runs a command or script inside the container. If the command terminates with 0 as its exit code, it means the container is running as expected. 2. HTTP GET liveness probe: This probe sends an HTTP GET request to a URL in the container. If the container’s response includes an HTTP status code in ... Jumio’s liveness detection simply requires the user to hold their mobile device at a natural angle. The solution then performs liveness and anti-spoofing detection using advanced selfie technology to ensure the user is real (not a photo, video or paper copy), is not wearing a mask and is physically present at the time of the detection.Restart the pod that fails with liveness or readiness checks. Then, make sure that this pod is being deployed on the Amazon EKS worker node where the preceding changes were made. You can check the kubelet logs by running the following command: $ journalctl -u kubelet //optionally 'grep' with pod name. 6.La detección de liveness es una técnica de autenticación para verificar que una persona está físicamente presente durante un proceso de verificación de identidad y no utilizando una fuente falsa de … Liveness Probe. A liveness probe checks if the container in which it is configured is still running. If the liveness probe fails, the kubelet kills the container, which will be subjected to its restart policy. Set a liveness check by configuring the template.spec.containers.livenessprobe stanza of a pod configuration. Readiness Probe Jan 27, 2024 · Here’s how readiness and liveness state changes in terms of application lifecycle events in Spring: Registering listeners and initializers. Preparing the Environment. Preparing the ApplicationContext. Loading bean definitions. Changing the liveness state to CORRECT. Calling the application and command-line runners.Configuring Liveness Probes. Create the YAML Configuration for the Liveness Probe. Open your preferred text editor and create a YAML file for your Kubernetes deployment or pod. In the container specification section, add the liveness probe configuration. Choose between HTTP, TCP, or command probes based on your application needs. Implementing Oz Liveness detection from Oz Forensics has been a game-changer for us. The SaaS solution has enabled us to streamline our identity verification process, reducing manual workload and improving efficiency. We can now conduct 25,000 liveness verifications per month, which is a significant improvement from our previous manual process. Liveness: Phelan, Auslander, and After. Daniel Meyer-Dinkgräfe (bio) Live-cast and recorded theatre (LCRT) such as National Theatre Live has expanded rapidly into a major industry since its launch in 2009. In academic terms, this development has been discussed predominantly in the context of audience demographics.Configure a Liveness Check. Configuring a Liveness Check in Connected Mode. Flex Gateway includes the following CLI command to test gateway health: flexctl probe --check=liveness. If the Flex Gateway instance is running normally, the command returns an exit code of 0. Otherwise, the gateway is unhealthy and the command returns a 1.Health Check. Tier: Free, Premium, Ultimate. Offering: Self-managed. GitLab provides liveness and readiness probes to indicate service health and reachability to required services. These probes report on the status of the database connection, Redis connection, and access to the file system. These endpoints can be provided to schedulers like ...If you rerun the liveness health check procedure by accessing the /q/health/live endpoint you can see that the new health check Health check with data is present in the checks array. This check contains a new attribute called data which is a JSON object consisting of the properties we have defined in our health check procedure.David Gillota, Beyond Liveness: Experimentation in the Stand-Up Special, Studies in American Humor, Vol. 6, No. 1 (2020), pp. 44-61Kubernetes offers two types of health checks: readiness and liveness, and both of them have their own purpose. In the context of this article will choose: /.well-known/live — for HTTP live probeWhat does the noun liveness mean? There are four meanings listed in OED's entry for the noun liveness . See ‘Meaning & use’ for definitions, usage, and quotation evidence.FaceLivenessDetector contains an initial (start) view with instructions and information about the Face Liveness check for the end user. By default, the start view is shown before the Face Liveness check. The start view can … Liveness is a noun that has four meanings in different fields, such as acoustics and computing. It is formed by derivation from live and -ness, and has been used since the 1890s. Learn more about its usage, pronunciation and origin from OED. Definitions of liveness. noun. the property of being animated; having animal life as distinguished from plant life. synonyms: aliveness, animateness. see more.Oct 24, 2023 · 本文主要研究一下springboot的liveness及readiness 使用 management: endpoints: web: exposure: include: '*' endpoint: health: probes: enabled: true show-details: always health: # /actuator/health/liveness livenessState: enabled: true # /actuator/health/readinessface liveness detection activate, the script asks the person to generate an action, for example one of the actions they may ask you to do is smile, turn your face to the right, get angry, blink, etc. The actions are requested randomly, after fulfilling all the actions it generates a message saying "liveness successful" or "liveness fail". BioID’s anti-spoofing technology is a vital part of the standard specifications for fraud prevention, including deepfake detection. BioID’s certified liveness detection is compliant with the standard for Remote Identity Verification Providers (PVID) as published by ANSSI (The National Information Systems Security Agency). Oz Liveness is a leading facial recognition and authentication software used by private and public organizations across the globe to lower the risk of biometric fraud by preventing deepfake and spoofing attacks with 100% accuracy, validated by the industry’s most rigorous testing standard, ISO 30107 certification. Liveness probes are used to check if an application within a container is still running and responding as expected. If the liveness probe fails, Kubernetes will automatically restart the container, attempting to recover the application. Here's a step-by-step guide on how to set up a liveness probe in Kubernetes: Step 1: Define a Liveness …Liveness probes check if the pod is healthy, and if the pod is deemed unhealthy, it will trigger a restart; this action is different than the action of Readiness Probes I discussed in my previous post. Let’s look at the components of the probes and dive into how to configure and troubleshoot Liveness Probes. Description. This volume brings together dynamic perspectives on the concept of liveness in the performing arts, engaging with the live through the particular analytical focus of audiences and experience. The status and significance of the live in performance has become contested: perceived as variously as a marker of ontological difference, a ... Liveness command. This deployment defines a livenessProbe that supports an exec liveness command that acts as the liveness check. If this command exits with a non-zero value, the container is killed and restarted, signaling the healthy file could not be found. If this command exits successfully with exit code 0, no action is taken.A liveness probe solves that exact problem. Essentially, it tells Kubernetes how to validate that the application inside the container is actually running. Let’s go back to our NGINX example. A liveness probe, in this case, could say, “do an HTTP call to /health” here. Kubernetes will then use this method to assess if the pod is running ...

liveness analysis, by definition a variable x is deemed lived at line l if and only if the fact live(l;x) is in the saturated database. This may seem like an unreasonably expensive way to compute liveness, but in fact it can be quite efficient, both in theory and practice. In theory, we can look at the rules and determine their theoretical ... . Phpbamboo

liveness

Jun 8, 2023 · Kubernetes uses liveness probes to determine when to restart a container. Readiness probes determine whether a container can receive traffic. These probes can be used to delay sending traffic to a new instance until an application has completed tasks. Startup probes detect when an application inside a container finishes its initialization.Liveness detection for fingerprint impressions plays a role in the meaningful prevention of any unauthorized activity or phishing attempt. The accessibility of unique individual identification has increased the popularity of biometrics. Deep learning with computer vision has proven remarkable results in image classification, detection, and …Readiness probes are used to check if a pod is ready to receive traffic. Only after a successful probe, traffic is routed to the pod. Liveness probes work the same way as readiness probes and check periodically if a pod is still alive. If a pod is not alive anymore, Kubernetes restarts it. .Modifying a liveness/readiness probe on a running instance. If you’d like to modify the values for the liveness or readiness probes, you can either: 1 ) Go to the Operations center and click the gear for a specific managed controller, and under the Configure page, you can change the values: 2 ) You can also directly edit the statefulset ...Next, in the liveness detection phase, the mirror is made impermeable for light and a part of the fingertip placed on the aperture is mirrored to the right and projected on the CCD/CMOS camera by a macro lens. The latter part of the system is used to acquire a video sequence for the liveness detection analysis. 2.9.2. Liveness Probe. A liveness probe checks if the container in which it is configured is still running. If the liveness probe fails, the kubelet kills the container, which will be subjected to its restart policy. Set a liveness check by configuring the template.spec.containers.livenessprobe stanza of a pod configuration. Readiness Probe Amazon Rekognition Face Liveness helps you verify that a user going through facial verification is physically present in front of a camera. It detects spoof attacks presented to a camera or trying to bypass a camera. Users can complete a Face Liveness check by taking a short video selfie where they follow a series of prompts intended to verify their presence.Definitions of liveness. noun. the property of being animated; having animal life as distinguished from plant life. synonyms: aliveness, animateness. see more.Nov 13, 2023 · What is Kubernetes Liveness Probe. Liveness probes are a mechanism provided by Kubernetes which helps determine if applications running within containers are operational. This can help improve resilience and availability for Kubernetes pods. By default, Kubernetes controllers check if a pod is running, and if not, restart it according to …Jul 7, 2023 · 16. Liveness 探针和 Readiness 探针非常类似,Liveness 探针是通过 livenessProbe 字段来配置的,livenessProbe 字段下面的每个字段的作用和 Readiness 探针都几乎一致,这里就不再赘述了。. 当 Liveness 探针失败时,它将自动重启业务不健康的 Pod,如下图所示。. 需要注意的是 ...The following diagrams detail how Amazon Rekognition Face Liveness operates regarding the feature's architecture and sequence of operations: The Face Liveness check process involves several steps as outlined in the following: The user initiates a Face Liveness check in the Client App. The Client App calls the customer's backend, which in turn ...This page shows how to configure liveness, readiness and startup probes for containers. The kubelet uses liveness probes to know when to restart a container. …In compilers, live variable analysis (or simply liveness analysis) is a classic data-flow analysis to calculate the variables that are live at each point in the program. A variable is … Liveness. A liveness property prescribes good things for every execution or, equivalently, describes something that must happen during an execution. The good thing need not be discrete—it might involve an infinite number of steps. Examples of a good thing used to define a liveness property include: Mar 11, 2019 · liveness.model: Our serialized Keras model which detects face liveness. plot.png : The training history plot shows accuracy and loss curves so we can assess our model (i.e. over/underfitting). liveness_demo.py : Our demonstration script will fire up your webcam to grab frames to conduct face liveness detection in real-time. Facial recognition with Active Liveness Detection technology . Face matching 1:1 between portrait images from a document data page, embedded electronic chip, selfie, external database. Face identification 1:N of an image against a database of faces you utilize. Extended face attributes retrieval (age, emotions, hats, glasses, masks, etc.).

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