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Woodpecker Software Testing
Woodpecker Software Testing
Feb 11, 2026 · Artificial Intelligence

Building a Smart Face‑Recognition Attendance System with FastAPI and OpenCV

This article walks through the complete design and implementation of an intelligent attendance system that uses face detection, face encoding comparison, and liveness verification with the Python face_recognition library, OpenCV, FastAPI, SQLModel, and WebSocket communication, providing end‑to‑end code samples for backend APIs, database schema, and interactive front‑end pages.

FastAPIOpenCVPython
0 likes · 68 min read
Building a Smart Face‑Recognition Attendance System with FastAPI and OpenCV
php Courses
php Courses
Apr 23, 2025 · Artificial Intelligence

Real-Time Face Recognition with PHP and OpenCV

This article explains how to set up a PHP environment, control a camera, and use the OpenCV library to perform real‑time face detection and recognition with code examples, demonstrating a practical security solution for applications such as access control and surveillance.

Computer VisionOpenCVPHP
0 likes · 6 min read
Real-Time Face Recognition with PHP and OpenCV
php Courses
php Courses
Feb 10, 2025 · Artificial Intelligence

Real-Time Face Recognition Using PHP and OpenCV

This article explains how to set up a PHP environment with OpenCV, control a camera to capture images, perform real-time face detection using Haar cascades, train and apply an LBPH face recognizer, and integrate the results into a security system.

Computer VisionPHPReal-Time
0 likes · 5 min read
Real-Time Face Recognition Using PHP and OpenCV
Alibaba Cloud Developer
Alibaba Cloud Developer
Dec 31, 2024 · Artificial Intelligence

How to Deploy Cloud-Based Face Recognition with Alibaba AI Services

This guide explains how to use Alibaba Cloud's Function Compute, OSS, and Vision AI to quickly set up a face‑matching service, covering architecture, deployment steps, and practical usage scenarios such as identity verification, access control, and security monitoring.

Alibaba CloudCloud AIdeployment tutorial
0 likes · 6 min read
How to Deploy Cloud-Based Face Recognition with Alibaba AI Services
php Courses
php Courses
Dec 5, 2024 · Artificial Intelligence

Real-Time Face Recognition with PHP and OpenCV

This article explains how to set up a PHP environment, control a camera, and use the OpenCV library to perform real-time face detection and recognition with code examples, enabling security applications such as access control and monitoring systems.

Computer VisionPHPReal-Time
0 likes · 6 min read
Real-Time Face Recognition with PHP and OpenCV
php Courses
php Courses
Sep 25, 2024 · Artificial Intelligence

Real-Time Face Recognition with PHP and OpenCV

This article demonstrates how to set up a PHP environment, control a camera, and integrate OpenCV for real-time face detection and recognition, providing code examples and a complete workflow to enhance security applications.

Computer VisionPHPface recognition
0 likes · 5 min read
Real-Time Face Recognition with PHP and OpenCV
Baidu Geek Talk
Baidu Geek Talk
Aug 21, 2024 · Artificial Intelligence

Step-by-Step PCA Face Recognition with PaddlePaddle

This article walks through using PaddlePaddle's linear algebra API to vectorize face images, load the ORL dataset, implement PCA for dimensionality reduction, and evaluate a simple face‑recognition classifier, providing full code, installation steps, and experimental results.

PCAPaddlePaddlePython
0 likes · 11 min read
Step-by-Step PCA Face Recognition with PaddlePaddle
Architect
Architect
Jul 25, 2024 · Fundamentals

From Business Modeling to Requirement Specification: A Case Study of Face‑Recognition Payment in School Canteens

This article explains how to transform business modeling into concrete requirements by analyzing a face‑recognition payment system for school canteens, covering vision definition, target organization identification, goal measurement, use‑case modeling, and detailed use‑case specifications to ensure valuable, well‑scoped software development.

business modelingface recognitionpayment system
0 likes · 29 min read
From Business Modeling to Requirement Specification: A Case Study of Face‑Recognition Payment in School Canteens
Tencent Cloud Developer
Tencent Cloud Developer
Jun 19, 2024 · Product Management

From Business Modeling to Requirement Specification: A Face‑Recognition Payment Case Study for School Canteens

The article presents a systematic method for converting business modeling into precise, measurable software requirements by illustrating a face‑recognition payment system for a school canteen, detailing how to identify the target organization and decision‑maker, define improvement metrics such as cutting payment time from five to three minutes, and develop a complete use‑case specification that aligns with organizational value.

case studyface recognitionpayment system
0 likes · 29 min read
From Business Modeling to Requirement Specification: A Face‑Recognition Payment Case Study for School Canteens
Python Programming Learning Circle
Python Programming Learning Circle
May 30, 2024 · Fundamentals

A Collection of Python Automation Scripts for Media Downloading, Email Alerts, Face Recognition, and More

The article showcases a variety of Python scripts that automate tasks such as subtitle and video downloading, IMDb data extraction, email notifications, PNR status checks, WhatsApp avatar monitoring, face recognition for photo sorting, and a custom DC++ sharing tool, providing code examples and usage details for each utility.

Email NotificationFile DownloaderPython
0 likes · 20 min read
A Collection of Python Automation Scripts for Media Downloading, Email Alerts, Face Recognition, and More
php Courses
php Courses
May 30, 2024 · Artificial Intelligence

Real-Time Face Recognition with PHP and OpenCV

This article demonstrates how to set up a PHP environment with OpenCV, control a camera to capture images, and implement real-time face detection and recognition using Haar cascades and LBPH algorithms, providing code examples for building a security-oriented facial recognition system.

Computer VisionOpenCVPHP
0 likes · 6 min read
Real-Time Face Recognition with PHP and OpenCV
Python Programming Learning Circle
Python Programming Learning Circle
Dec 19, 2023 · Artificial Intelligence

Analyzing WeChat Friend Data with Python: Gender, Avatar, Signature, and Location Insights

This tutorial demonstrates how to use Python libraries such as itchat, jieba, matplotlib, snownlp, and Tencent Youtu SDK to collect WeChat friend information and perform data analysis on gender distribution, avatar characteristics, signature sentiment, and geographic location, presenting the results with charts and word clouds.

Sentiment AnalysisWeChatdata-analysis
0 likes · 14 min read
Analyzing WeChat Friend Data with Python: Gender, Avatar, Signature, and Location Insights
Python Programming Learning Circle
Python Programming Learning Circle
Oct 6, 2023 · Backend Development

Face Recognition Door Access Management System – Python/Django Tutorial

This article introduces a Python‑based face‑recognition door access management system built with Django, REST framework, JWT, Redis and Dlib, detailing its features, required environment setup, step‑by‑step installation commands, configuration files, and how to run the project on both PC and mobile interfaces.

DjangoPythonTutorial
0 likes · 3 min read
Face Recognition Door Access Management System – Python/Django Tutorial
Top Architect
Top Architect
Aug 22, 2023 · Artificial Intelligence

Face Recognition Search: Principles, Implementation Steps, and Applications

This article explains the background, core principles, preprocessing, feature extraction, matching algorithms, and practical application scenarios of face recognition search, and provides detailed reference implementations with Java and OpenCV code examples for building a complete system.

Computer VisionDeep LearningImage Processing
0 likes · 15 min read
Face Recognition Search: Principles, Implementation Steps, and Applications
Top Architect
Top Architect
Aug 17, 2023 · Artificial Intelligence

Implementing Face Registration and Login with Baidu Cloud AI: A Full‑Stack Demo

This tutorial walks through building a face‑registration and face‑login system using Baidu Cloud AI, covering requirement analysis, front‑end video capture, base64 image handling, back‑end Java Spring endpoints, and integration of the Baidu AipFace SDK to achieve secure biometric authentication.

BackendBaidu AIJava Spring
0 likes · 12 min read
Implementing Face Registration and Login with Baidu Cloud AI: A Full‑Stack Demo
php Courses
php Courses
Jul 18, 2023 · Artificial Intelligence

Implementing Face Recognition with PHP and OpenCV

This article provides a step‑by‑step tutorial on installing OpenCV and the PHP OpenCV extension on Ubuntu, then demonstrates how to write PHP code for face detection and recognition using OpenCV's cascade classifier and FisherFaceRecognizer, complete with example scripts and usage instructions.

Computer VisionOpenCVPHP
0 likes · 7 min read
Implementing Face Recognition with PHP and OpenCV
Java Architect Essentials
Java Architect Essentials
May 28, 2023 · Artificial Intelligence

Face-UI: Web-Based Facial Login System Using Spring Boot and Vue

This article introduces FACE-UI, a front‑back separated web application that implements facial login by capturing a photo via the browser, sending it to a Spring Boot backend, and using Tencent Cloud's face comparison API for authentication, with full setup instructions and code examples.

AuthenticationSpring BootTencent Cloud
0 likes · 4 min read
Face-UI: Web-Based Facial Login System Using Spring Boot and Vue
php Courses
php Courses
May 13, 2023 · Artificial Intelligence

Implementing Face Recognition with ThinkPHP and Tencent Cloud AI

This tutorial explains how to integrate Tencent Cloud's facial recognition services with the ThinkPHP framework, covering SDK installation, API key setup, and sample code for face detection, comparison, and identification using PHP.

APIPHPTencent Cloud
0 likes · 6 min read
Implementing Face Recognition with ThinkPHP and Tencent Cloud AI
AntTech
AntTech
May 9, 2023 · Information Security

Ant Group’s Biometric Security Testing Lab: Automated Detection and Evaluation of Fingerprint and Face Recognition Systems

The article details Ant Group’s Ant Security Tianji Lab’s end‑to‑end biometric security testing framework, covering standards, automated 1.0‑2.0‑3.0 detection stages, fingerprint and face‑recognition attack materials, intelligent AI‑driven countermeasures, and a 24/7 robotic testing infrastructure.

AI testingRoboticsbiometric security
0 likes · 25 min read
Ant Group’s Biometric Security Testing Lab: Automated Detection and Evaluation of Fingerprint and Face Recognition Systems
DataFunTalk
DataFunTalk
Dec 27, 2022 · Artificial Intelligence

Efficient Training for Very Large‑Scale Face Recognition and the FFC Framework

This article reviews the challenges of ultra‑large‑scale face recognition, presents existing solutions such as metric learning, PFC and VFC, and details the proposed FFC framework with dual loaders, ID groups, probe and gallery networks, plus experimental results showing its cost‑effective performance.

Computer VisionDeep LearningTraining Efficiency
0 likes · 7 min read
Efficient Training for Very Large‑Scale Face Recognition and the FFC Framework
Java Captain
Java Captain
May 12, 2022 · Artificial Intelligence

Implementing Face Recognition Login with Baidu AI and SpringBoot

This article details a step‑by‑step guide to building a face‑recognition based login system using Baidu Cloud AI services, SpringBoot, Thymeleaf, and jQuery, covering API integration, Maven dependencies, code examples for registration, detection, search, and deployment considerations.

APIBaidu AISpringBoot
0 likes · 12 min read
Implementing Face Recognition Login with Baidu AI and SpringBoot
DeWu Technology
DeWu Technology
Mar 11, 2022 · Artificial Intelligence

Deep Learning in Face Recognition

The article surveys deep‑learning‑based face‑recognition systems, detailing detection, preprocessing, and recognition pipelines, describing evaluation metrics such as TAR, FAR, and Rank‑K, reviewing major datasets like LFW, MS‑Celeb‑1M and VGGFace2, and comparing leading architectures—including FaceNet, CenterLoss, SphereFace and InsightFace—while highlighting their strengths, limitations, real‑world applications, and seminal research references.

DatasetsDeep LearningEvaluation Metrics
0 likes · 14 min read
Deep Learning in Face Recognition
IT Services Circle
IT Services Circle
Mar 2, 2022 · Artificial Intelligence

Curated Open‑Source Face Recognition Projects Overview

This article presents a curated collection of open‑source face recognition projects—including OpenFace, face_recognition, InsightFace, RetinaFace, SCRFD, FaceNet, Deepface, and CompreFace—detailing their features, GitHub stars, usage examples, and code snippets for Python and TensorFlow implementations.

Artificial IntelligenceDeep LearningPython
0 likes · 5 min read
Curated Open‑Source Face Recognition Projects Overview
MaGe Linux Operations
MaGe Linux Operations
Dec 16, 2021 · Artificial Intelligence

How to Build a Real-Time Face Recognition System with Dlib and OpenCV in Python

This guide walks through constructing a Python‑based real‑time face recognition pipeline using Dlib and OpenCV, covering dataset creation, feature extraction, Euclidean distance matching, and live video stream identification, complete with code snippets, parameter tuning tips, and troubleshooting advice.

Real-Timedlibeuclidean distance
0 likes · 20 min read
How to Build a Real-Time Face Recognition System with Dlib and OpenCV in Python
DataFunTalk
DataFunTalk
Nov 16, 2021 · Artificial Intelligence

InsightFace: Open‑Source 2D/3D Deep Face Analysis Toolbox with PaddlePaddle Support

InsightFace is an open‑source 2D/3D deep face analysis toolbox that implements a variety of detection, alignment and recognition algorithms, now supports PaddlePaddle with out‑of‑the‑box models, high‑throughput distributed training up to 60 million classes, and provides a one‑line demo script for quick testing.

ArcFaceComputer VisionDeep Learning
0 likes · 3 min read
InsightFace: Open‑Source 2D/3D Deep Face Analysis Toolbox with PaddlePaddle Support
58 Tech
58 Tech
Aug 24, 2021 · Artificial Intelligence

Implementation and Optimization of a Political Face Recognition Service

This article details the design, technical choices, and iterative optimizations of a large‑scale political face detection and recognition system, covering face detection, alignment, and feature extraction modules, performance improvements, deployment results, and future challenges.

ArcFaceFace DetectionMobileFaceNet
0 likes · 14 min read
Implementation and Optimization of a Political Face Recognition Service
MaGe Linux Operations
MaGe Linux Operations
Jul 29, 2021 · Artificial Intelligence

Unlock Powerful Face Recognition with Python’s face_recognition Library

This article introduces the open‑source Python library face_recognition, explains how to install it, locate and extract faces, generate 128‑dimensional embeddings, compare faces, detect facial landmarks, apply virtual makeup, and build a simple custom face‑recognition application with complete code examples and visual results.

Computer VisionImage Processingface recognition
0 likes · 11 min read
Unlock Powerful Face Recognition with Python’s face_recognition Library
Test Development Learning Exchange
Test Development Learning Exchange
Jul 17, 2021 · Artificial Intelligence

Face Recognition with OpenCV and Python

This tutorial explains the concept of facial recognition, describes how it works, and provides step‑by‑step instructions and code examples for implementing face detection and identification using OpenCV and Python, including installation, basic image handling, and a complete sample script.

Computer VisionOpenCVPython
0 likes · 4 min read
Face Recognition with OpenCV and Python
Python Crawling & Data Mining
Python Crawling & Data Mining
Jan 15, 2021 · Backend Development

How We Scraped and Analyzed the Global Top 100 Most Beautiful Women with Python

In this article we demonstrate how to use Python’s requests and BeautifulSoup to scrape a static webpage listing the world’s top 100 most beautiful women, process the data with pandas and pyecharts for continent, nationality and profession statistics, and apply Baidu’s face‑recognition API to score each celebrity’s attractiveness.

Data visualizationPyechartsPython
0 likes · 7 min read
How We Scraped and Analyzed the Global Top 100 Most Beautiful Women with Python
iQIYI Technical Product Team
iQIYI Technical Product Team
Sep 18, 2020 · Artificial Intelligence

iCartoonFace: A Large-Scale Cartoon Face Recognition Dataset and Multi‑Task Learning Framework

The paper presents iCartoonFace, the largest manually annotated cartoon‑face dataset with 5,013 identities and 389,678 images, and a multi‑task learning framework that jointly trains on cartoon and real faces using classification, unknown‑identity rejection, and domain‑adaptation losses, achieving state‑of‑the‑art recognition despite pose, occlusion, and illumination challenges.

domain adaptationface recognitionmulti-task learning
0 likes · 10 min read
iCartoonFace: A Large-Scale Cartoon Face Recognition Dataset and Multi‑Task Learning Framework
Zhengtong Technical Team
Zhengtong Technical Team
Aug 14, 2020 · Artificial Intelligence

ZTFace: A High‑Precision, Fast Face Recognition Algorithm

This article presents ZTFace, an end‑to‑end face recognition solution that integrates face detection, alignment, feature embedding, verification, anti‑spoofing and attribute recognition using deep learning, details its backbone networks, loss functions, training datasets, experimental results on WIDER FACE and LFW, and demonstrates acceleration with TensorRT.

Computer VisionTensorRTZTFace
0 likes · 17 min read
ZTFace: A High‑Precision, Fast Face Recognition Algorithm
Open Source Tech Hub
Open Source Tech Hub
Jul 17, 2020 · Artificial Intelligence

Build a Web‑Based Face Login Using Baidu AI and getUserMedia

This guide walks through creating a browser‑based face login system by capturing video with getUserMedia, processing frames with Baidu's facial analysis API and the Python face_recognition library, and integrating the workflow with front‑end HTML/JavaScript and back‑end handling of image data.

JavaScriptPythonai
0 likes · 10 min read
Build a Web‑Based Face Login Using Baidu AI and getUserMedia
Didi Tech
Didi Tech
Apr 30, 2020 · Artificial Intelligence

DGF-M: Face Recognition Algorithm for Masked Face Scenarios

Didi’s DGF‑M model, a mask‑aware face‑recognition AI, combines multi‑task training and synthetic data to detect masks with under 0.1 % miss rate and verify identities with up to 99.5 % pass rate at a 0.1 % false‑acceptance rate, and is deployed for driver verification, offered through the Didi Cloud API marketplace, and released as an open‑source solution to aid pandemic‑era security.

AI algorithmComputer VisionDGF-M
0 likes · 5 min read
DGF-M: Face Recognition Algorithm for Masked Face Scenarios
Tencent Cloud Developer
Tencent Cloud Developer
Mar 9, 2020 · Artificial Intelligence

Face Recognition Unlock System for Real-World Game Scenes Using Raspberry Pi and Tencent Cloud

The article details how a low‑cost, compact face‑recognition lock for an escape‑room game was built using a Raspberry Pi, camera, ultrasonic sensor, relay‑controlled electromagnetic lock, and Tencent Cloud’s Face Recognition API, with about 200 lines of Python code handling parallel sensor monitoring, video streaming, watermark overlay, and cloud authentication.

IoTOpenCVPython
0 likes · 17 min read
Face Recognition Unlock System for Real-World Game Scenes Using Raspberry Pi and Tencent Cloud
Youku Technology
Youku Technology
Feb 13, 2020 · Artificial Intelligence

AI-Based Follow-Subtitle (Bullet) System for Video Streaming

The article presents an AI‑driven follow‑subtitle system for video streaming that uses server‑side face detection and tracking to attach speech‑bubble bullets to characters, synchronizing trajectories with playback via a client SDK, while addressing cut‑scene handling, latency, and power constraints.

Real-time Processingaialgorithm
0 likes · 8 min read
AI-Based Follow-Subtitle (Bullet) System for Video Streaming
iQIYI Technical Product Team
iQIYI Technical Product Team
Oct 31, 2019 · Artificial Intelligence

UIR Loss: Leveraging Unlabeled Data to Enhance Face Recognition

iQIYI introduces a semi‑supervised Unknown Identity Rejection (UIR) loss that uses massive unlabeled face images to push unknown samples away from known class centers, improving open‑set face‑recognition accuracy, feature sparsity, and out‑of‑library rejection rates across multiple benchmarks and products.

Semi-supervised LearningUIR lossface recognition
0 likes · 9 min read
UIR Loss: Leveraging Unlabeled Data to Enhance Face Recognition
Tencent Cloud Developer
Tencent Cloud Developer
Apr 19, 2019 · Artificial Intelligence

Tencent Cloud Face Recognition Technology: Products, Architecture, and Industry Applications

The article outlines Tencent Cloud’s face‑recognition technology—from its deep‑learning‑based algorithm training and multi‑layer system architecture, through the YouTu Lab‑powered product suite for detection, analysis, comparison, liveness and search, to real‑world deployments in security, metro transportation and retail, highlighting integration challenges and performance optimizations.

AI productsComputer VisionSmart Retail
0 likes · 18 min read
Tencent Cloud Face Recognition Technology: Products, Architecture, and Industry Applications
iQIYI Technical Product Team
iQIYI Technical Product Team
Mar 22, 2019 · Artificial Intelligence

Experience Report of the 2018 iQIYI Multimodal Video Person Identification Challenge (WitcheR Team)

The WitcheR team won the 2018 iQIYI multimodal video person identification challenge by building a fast pipeline that combined a custom face‑and‑keypoint detector, ArcFace‑trained face embeddings, scene classification, and a three‑layer MLP with several training tricks, achieving a final mAP of 88.6 % and demonstrating the value of rapid idea validation and open‑sourced code for future challenges.

MLPModel FusionMultimodal
0 likes · 12 min read
Experience Report of the 2018 iQIYI Multimodal Video Person Identification Challenge (WitcheR Team)
Alibaba Cloud Developer
Alibaba Cloud Developer
Mar 11, 2019 · Artificial Intelligence

How Adversarial Attacks Threaten AI: Real-World Cases & Alibaba’s Defense

AI brings convenience but also new security challenges; this article explains the two main sources of AI safety issues, details adversarial example techniques, showcases applications such as face‑recognition attacks and robust captcha designs, and highlights Alibaba’s research and the IJCAI‑19 AI adversarial competition.

AI securityCaptchaadversarial examples
0 likes · 8 min read
How Adversarial Attacks Threaten AI: Real-World Cases & Alibaba’s Defense
360 Quality & Efficiency
360 Quality & Efficiency
Jan 30, 2019 · Backend Development

A Simple Understanding of REST with a Face‑Recognition API Example

This article introduces the REST architectural style, explains its advantages over traditional web approaches, and walks through a practical workflow that collects images, encodes them in base64, repeatedly calls a REST endpoint for face‑recognition results, and analyzes the returned JSON to evaluate algorithm performance.

Base64Web servicesbackend-development
0 likes · 4 min read
A Simple Understanding of REST with a Face‑Recognition API Example
ITPUB
ITPUB
Jan 27, 2019 · Artificial Intelligence

Achieve 99% Accurate Face Recognition with Python’s face_recognition Library

This guide introduces the open‑source Python library face_recognition, explains its high‑accuracy (up to 99.38%) facial detection and landmark capabilities, provides step‑by‑step code examples for locating faces, extracting landmarks, and comparing identities, and lists practical use‑case scenarios and the GitHub repository.

Computer VisionGitHubPython
0 likes · 6 min read
Achieve 99% Accurate Face Recognition with Python’s face_recognition Library
MaGe Linux Operations
MaGe Linux Operations
Dec 21, 2018 · Fundamentals

10 Fun Python Projects to Boost Your Coding Skills

This article compiles a series of entertaining Python code examples—including flag drawing with Turtle, image‑to‑ASCII conversion, Tetris, a plane shooter game, and a 25‑line face‑recognition script—to inspire learners and demonstrate practical programming techniques.

ASCII artOpenCVPygame
0 likes · 6 min read
10 Fun Python Projects to Boost Your Coding Skills
Alibaba Cloud Developer
Alibaba Cloud Developer
Nov 27, 2018 · Artificial Intelligence

How Alibaba Optimizes Campus‑Scale Face Recognition for 200K Daily Scans

Alibaba’s campus face‑recognition system, handling over 200,000 daily scans, combines hardware upgrades, software image‑quality management, algorithmic grouping, and database‑photo enhancements to cut mis‑recognition to 0.1%, illustrating large‑scale AI deployment in security and payment scenarios.

AI OptimizationAlibabaface recognition
0 likes · 7 min read
How Alibaba Optimizes Campus‑Scale Face Recognition for 200K Daily Scans
21CTO
21CTO
Nov 21, 2018 · Artificial Intelligence

What’s Driving the Rapid Evolution of Face Recognition Technology?

This comprehensive overview examines the fundamentals, historical milestones, key algorithms, major datasets, policy support, industry applications, and future trends of face recognition technology, highlighting its rapid growth within computer vision and artificial intelligence.

BiometricsComputer VisionDeep Learning
0 likes · 45 min read
What’s Driving the Rapid Evolution of Face Recognition Technology?
Xianyu Technology
Xianyu Technology
Nov 14, 2018 · Mobile Development

Building a Face‑Recognition Meme Generator with Python and Weex

This guide shows how to create a face‑recognition meme generator by capturing photos with Weex’s WindVane module, sending them to a lightweight Python HTTP server that uses dlib for landmark detection, alignment, masking and tone correction, and accelerating the process with loky multiprocessing and image down‑sampling.

Meme GeneratorPythonWeb Development
0 likes · 9 min read
Building a Face‑Recognition Meme Generator with Python and Weex
Zhongtong Tech
Zhongtong Tech
Nov 9, 2018 · Operations

How ZTO Technology Scales Logistics Systems for Double 11: From Smart Sorting to Private Cloud

Marking the 10th anniversary of Double 11, ZTO Technology details how it tackles massive traffic spikes with an automatic sorting management platform, a high‑availability IDC and private cloud, smart voice and face‑recognition services, real‑time data dashboards, and extensive performance testing to ensure stable, fast, and accurate order fulfillment.

LogisticsOperationscloud computing
0 likes · 6 min read
How ZTO Technology Scales Logistics Systems for Double 11: From Smart Sorting to Private Cloud
Youku Technology
Youku Technology
Nov 2, 2018 · Artificial Intelligence

How AI Powers Next‑Gen Multimedia Content Retrieval: From OCR to Knowledge Graphs

This article examines the evolution of search, defines multimedia content retrieval, explores user scenarios such as voice, image, and video input, and details key AI techniques—including OCR, face recognition, and content knowledge graphs—that enable semantic understanding and ranking of video content.

OCRface recognitionknowledge graph
0 likes · 12 min read
How AI Powers Next‑Gen Multimedia Content Retrieval: From OCR to Knowledge Graphs
Tencent Cloud Developer
Tencent Cloud Developer
Aug 30, 2018 · Cloud Computing

Introduction to Tencent Cloud Object Storage (COS) and Serverless Cloud Function (SCF) Integration

The talk explains Tencent Cloud Object Storage (COS) fundamentals and its integration with Serverless Cloud Function (SCF), showcasing use cases like image processing, video transcoding, log analysis, CDN refresh, disaster backup, and face‑recognition demos, while outlining trigger limits, best practices, cost benefits, and when traditional servers remain preferable.

COSSCFTencent Cloud
0 likes · 12 min read
Introduction to Tencent Cloud Object Storage (COS) and Serverless Cloud Function (SCF) Integration
MaGe Linux Operations
MaGe Linux Operations
Aug 21, 2018 · Artificial Intelligence

How Deep Learning Transformed Face Recognition: From Images to Real‑Time Video

This article surveys the evolution of face recognition from early statistical methods to modern deep‑learning approaches, outlines key researchers, open‑source projects, popular APIs, core processing steps, the DeepFace architecture, datasets, and experimental results, providing a comprehensive guide for practitioners and researchers.

CNNComputer VisionDatasets
0 likes · 22 min read
How Deep Learning Transformed Face Recognition: From Images to Real‑Time Video
Qunar Tech Salon
Qunar Tech Salon
Jul 24, 2018 · Artificial Intelligence

Meituan's AI-Powered Image Intelligent Review System: Watermark Detection, Celebrity Face Recognition, Pornography Detection, and Scene Classification

This article describes Meituan's large‑scale AI‑driven image moderation platform, detailing deep‑learning based watermark detection, celebrity face recognition, pornographic image detection, and scene classification techniques, along with system architecture, data preparation, model evaluation, and deployment considerations.

Computer VisionDeep LearningImage Moderation
0 likes · 19 min read
Meituan's AI-Powered Image Intelligent Review System: Watermark Detection, Celebrity Face Recognition, Pornography Detection, and Scene Classification
Meituan Technology Team
Meituan Technology Team
Jul 12, 2018 · Artificial Intelligence

AI-Powered Image Moderation at Meituan: Watermark Detection, Celebrity Face Recognition, and Content Filtering

Meituan employs AI-driven image moderation across millions of daily uploads, using an SSD‑ResNet detector for watermarks, a multi‑scale Faster R‑CNN ensemble for celebrity faces, a CNN‑based pornographic classifier with incremental learning, and transfer‑learned scene classification, while routing uncertain cases to human reviewers.

Deep LearningImage Moderationcontent filtering
0 likes · 19 min read
AI-Powered Image Moderation at Meituan: Watermark Detection, Celebrity Face Recognition, and Content Filtering
JD Tech
JD Tech
Jun 29, 2018 · Artificial Intelligence

JD AI's JDAI-Face: Real-Time Multi-Task Facial Attribute Recognition System

The article introduces JD AI's JDAI-Face system, a deep‑learning based real‑time multi‑task facial attribute recognition platform that detects gender, age, ethnicity, expression and attractiveness, outlines its technical pipeline, showcases retail applications, and cites recent academic publications and expert contributors.

Deep Learningface recognitionmultitask learning
0 likes · 12 min read
JD AI's JDAI-Face: Real-Time Multi-Task Facial Attribute Recognition System
Qunar Tech Salon
Qunar Tech Salon
Jun 29, 2018 · Artificial Intelligence

Face Recognition with OpenCV, Python, and Deep Learning

This tutorial explains how to implement high‑accuracy face recognition using OpenCV, Python, and deep learning by leveraging dlib's deep metric learning, creating a custom dataset, encoding facial embeddings, and performing real‑time identification on images and video streams.

Computer VisionDeep LearningOpenCV
0 likes · 30 min read
Face Recognition with OpenCV, Python, and Deep Learning
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 21, 2018 · Frontend Development

Turning an Annual Meeting into a Live 3D Smiling Planet: Alibaba’s Face‑Check‑In System

Alibaba engineers created a two‑week “smile check‑in” system that uses facial recognition and Three.js to turn annual meeting entrances into an interactive 3D “smile planet,” displaying participants’ avatars, nicknames and smile scores in real time while optimizing performance for large‑screen displays.

H5 AnimationThree.jsWebGL
0 likes · 11 min read
Turning an Annual Meeting into a Live 3D Smiling Planet: Alibaba’s Face‑Check‑In System
Suning Technology
Suning Technology
Apr 26, 2018 · Artificial Intelligence

Inside Suning’s Scalable Real‑Time Face Recognition Architecture and Algorithms

Suning’s face recognition solution combines front‑end detection, optimal photo selection, alignment, and cloud‑based feature extraction and matching, leveraging deep‑learning models, weight and feature normalization, angular margins, and triplet loss, while optimizing hardware, bandwidth, and data quality for large‑scale 1:N deployments.

Deep Learningdata augmentationface recognition
0 likes · 18 min read
Inside Suning’s Scalable Real‑Time Face Recognition Architecture and Algorithms
Node Underground
Node Underground
Nov 24, 2017 · Artificial Intelligence

Build Your First Node.js Face Recognition App with opencv4nodejs

This article introduces how to leverage the opencv4nodejs Node.js module—binding OpenCV’s full API—to develop a face detection and recognition application, highlighting the CPU‑intensive nature of computer‑vision tasks, the limitations of JavaScript, and the availability of synchronous and asynchronous examples.

Computer VisionNode.jsOpenCV
0 likes · 2 min read
Build Your First Node.js Face Recognition App with opencv4nodejs
MaGe Linux Operations
MaGe Linux Operations
Nov 5, 2017 · Artificial Intelligence

How Deep Learning Transforms Modern Face Recognition: From Basics to DeepFace

This article surveys the evolution of face recognition from traditional image‑based methods to real‑time video processing, highlights key researchers and open‑source projects, explains the four‑stage pipeline, details DeepFace's deep‑learning architecture, and provides practical installation and usage instructions for Python developers.

CNNComputer VisionDatasets
0 likes · 21 min read
How Deep Learning Transforms Modern Face Recognition: From Basics to DeepFace
MaGe Linux Operations
MaGe Linux Operations
Nov 1, 2017 · Artificial Intelligence

Master Face Recognition on Ubuntu with Python: Step‑by‑Step Guide

This guide walks through setting up Ubuntu 17.10 with Python 2.7, installing dlib and the face_recognition library, and demonstrates five practical examples ranging from a one‑line face‑recognition command to facial feature extraction and beautification, complete with code snippets and screenshots.

Computer VisionPythonUbuntu
0 likes · 10 min read
Master Face Recognition on Ubuntu with Python: Step‑by‑Step Guide
Qunar Tech Salon
Qunar Tech Salon
Oct 23, 2015 · Artificial Intelligence

Critical Examination of Face Recognition Benchmarks and Overstated Accuracy Claims

The article critiques the rapid rise of face‑recognition research by highlighting unfair comparisons, lack of statistical validation, misleading accuracy metrics versus real‑world verification rates, and the hype surrounding deep neural networks, urging a more rigorous and application‑focused evaluation of AI systems.

BiometricsDeep LearningEvaluation Metrics
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Critical Examination of Face Recognition Benchmarks and Overstated Accuracy Claims