#swift #ai #android #barcode #camera #instagram #ios #javascript #jsi #library #native #qr #qrcode #react #react_native #react_native_camera #scanner #snapchat #typescript #vision #worklet

VisionCamera is a powerful camera library for React Native that offers many useful features. You can capture photos and videos, scan QR codes and barcodes, use multiple cameras, and adjust resolutions and frame rates. It also supports advanced features like facial recognition, object detection, and real-time video chats through frame processors. Additionally, you can draw shapes, text, and filters on the camera view, and it includes smooth zooming, fast pause and resume, HDR and night modes, and a custom video pipeline. Installing it is easy with npm, and there are detailed guides and examples to help you get started. Using VisionCamera can enhance your app's camera capabilities significantly.

https://github.com/mrousavy/react-native-vision-camera

#python #age_prediction #arcface #deep_learning #deepface #deepid #emotion_recognition #face_analysis #face_recognition #facenet #facial_expression_recognition #facial_recognition #gender_prediction #machine_learning #openface #python #race_classification #vgg_face

DeepFace is a powerful tool for face recognition and facial attribute analysis. It allows you to recognize faces, predict age, gender, emotions, and race, and even detect whether an image is real or fake. You can install it easily using `pip install deepface` and use simple functions like `DeepFace.verify` for face verification, `DeepFace.find` for face recognition, and `DeepFace.analyze` for facial attribute analysis. DeepFace wraps several state-of-the-art models, making it highly accurate and versatile. It also supports real-time video analysis and can be integrated with various detectors and alignment methods. This tool simplifies complex face recognition tasks, making it easy to use without needing deep knowledge of the underlying processes.

https://github.com/serengil/deepface

#html

Historical documents (in Chinese) about the GPCR (Thanks Comrade RC MR HR etc.)

https://github.com/ProletRevDicta/Prolet

#rust #auto_generated #compile_time #documentation #generated #openapi #openapi_documentation #openapi31 #rest #rest_api #rest_api_documentation #rust #swagger

Utoipa is a tool that helps you create OpenAPI documentation for your Rust REST APIs automatically. It saves you time by generating the documentation from your code, so you don't have to write it manually. Here’s how it benefits you Utoipa is simple to integrate with various web frameworks like Actix, Axum, and Rocket, or even without one.
- **Automatic Documentation** You can customize the documentation with various features and support for different data types.
- **Efficient**: It focuses on being minimal, simple, and fast, allowing you to concentrate on writing the actual API logic.

Overall, Utoipa makes documenting your API easier and more efficient.

https://github.com/juhaku/utoipa

#go #ai_gateway #ai_native #api_gateway #cloud_native #envoy

Higress is a powerful API gateway that uses AI and is built on top of Envoy and Istio. It helps manage traffic for AI services, microservices, and other applications. Here are the key benefits You can start Higress with just a Docker command, making it simple for personal developers to set up and use.
- **AI Integration** It is designed for large-scale scenarios, handling tens of thousands of requests per second without disrupting the service.
- **Flexible Expansion** It includes WAF protection, multiple authentication strategies, and automatic SSL certificate management, ensuring your applications are secure.

Overall, Higress makes managing and scaling your applications easier, more efficient, and secure.

https://github.com/alibaba/higress

#javascript

The GPT AI Assistant is an app that lets you chat with an AI using the LINE mobile app. It uses advanced OpenAI models like gpt-4 and gpt-3.5-turbo, and it also supports audio messages. This means you can have smart conversations and even use voice messages with your AI assistant. The benefit to you is that you get a powerful and easy-to-use tool for getting answers and help right on your phone.

https://github.com/memochou1993/gpt-ai-assistant

#typescript #active_record #cockroachdb #data_mapper #database #electron #hacktoberfest #javascript #mariadb #mysql #oracle #orm #postgresql #react_native #sap #sap_hana #sqlite #sqlserver #typeorm #typescript #websql

TypeORM is a powerful tool for managing databases in various JavaScript environments, including NodeJS, Browser, and mobile frameworks like React Native and Ionic. Here’s what you need to know TypeORM works on different platforms such as NodeJS, Browser, Cordova, PhoneGap, Ionic, React Native, NativeScript, Expo, and Electron.
- **Database Support** It supports both Active Record and Data Mapper patterns, allowing you to write high-quality, scalable applications. It includes features like entities, columns, associations, transactions, migrations, and more.
- **Easy Installation** You define your database models as classes decorated with TypeORM decorators, making it easy to create, read, update, and delete data in your database.
- **Relations and Queries**: TypeORM allows you to define relationships between entities (one-to-one, many-to-one, many-to-many) and use a powerful QueryBuilder to execute complex SQL queries.

Using TypeORM benefits you by simplifying database operations, providing a clean and maintainable codebase, and supporting advanced database features out of the box. This makes developing database-driven applications more efficient and productive.

https://github.com/typeorm/typeorm

#python #design #design_patterns #design_system #development #interview #interview_practice #interview_questions #programming #python #system #web #web_application #webapp

This guide helps you learn how to design large-scale systems and prepare for system design interviews. Here are the key points The guide provides an organized collection of resources on system design principles, including video lectures, articles, and practice interview questions.
- **Interview Preparation** The guide covers various system design topics like performance vs scalability, latency vs throughput, availability vs consistency (CAP theorem), caching, load balancing, reverse proxies, database design (SQL and NoSQL), and communication protocols (HTTP, TCP, UDP).
- **Tools and Techniques** The guide includes real-world architectures from companies like Google, Facebook, Twitter, and others to help understand how these principles are applied in practice.
- **Contributing**: It encourages contributions to improve and expand the content.

Using this guide, you can become a better engineer by learning how to build scalable systems and prepare effectively for technical interviews.

https://github.com/donnemartin/system-design-primer

#go #c #clang #golang #ip_address #ip_address_database #ip_address_location #ip_location #ip_lookup #java #lua #lua_extension #php #rust #xdb_engine

Ip2region is a tool that helps you find the location of an IP address very quickly. It can handle a huge number of IP addresses and provides detailed information like country, region, province, city, and ISP. The tool is very fast, taking only about 10 microseconds to query an IP address. It supports many programming languages and allows you to customize the data to fit your needs. You can also update the data yourself using various tools and methods provided. This makes it very useful for applications that need fast and accurate IP location information.

https://github.com/lionsoul2014/ip2region

#kotlin #compiler #gradle_plugin #intellij_plugin #kotlin #kotlin_library #maven_plugin #programming_language #wasm #webassembly

Kotlin is a programming language that helps you write code more efficiently. It is supported by JetBrains and open-source contributors. One of the main benefits of Kotlin is its multiplatform capability, which allows you to write code once and use it on different platforms like Android, iOS, and more. This saves time and effort because you don't have to write the same code multiple times for each platform. Kotlin also has good tools and plugins for popular IDEs like IntelliJ IDEA, making it easier to edit and build your projects. The project is open-source and follows the Apache License 2.0, allowing anyone to contribute and use it freely.

https://github.com/JetBrains/kotlin

#typescript #browser_extension #chrome_extension #firefox_addon #github #github_extension #safari_extension #userstyle

Refined GitHub is a browser extension that makes using GitHub easier and more efficient. It adds many useful features to the GitHub interface, such as making whitespace characters visible, one-click merge conflict fixers, and showing how far behind a PR head branch is. It also lets you hide unnecessary events in issue and PR timelines, subscribe to opening/closing events of issues with one click, and simplify the deletion of repositories.

These features help you work more efficiently on GitHub by reducing clutter, providing quick access to important information, and streamlining common tasks. You can install it on Chrome, Firefox, and Safari, making your GitHub experience better overall.

https://github.com/refined-github/refined-github

#php

SecLists is a collection of lists that security testers need for their work. It includes usernames, passwords, URLs, and other sensitive data patterns. This helps testers have all the necessary lists in one place, making their job easier and faster. You can download it using various methods like zip or git, and it's available on platforms like Kali Linux and BlackArch. The benefit is that it saves time and effort by providing everything you need in one repository, making security assessments more efficient.

https://github.com/danielmiessler/SecLists

#other #algorithm #computer_science #cpp #interview #java #leetcode #python #system_design

This resource is a comprehensive collection of notes on various computer science topics, including algorithms, operating systems, networking, databases, Java, system design, and more. It provides detailed explanations and solutions to problems from platforms like LeetCode and剑指 Offer. The notes are well-organized and follow a clear formatting guide to ensure readability. The benefit to the user is that it serves as a one-stop resource for learning and reviewing key concepts in computer science, helping to improve coding skills and knowledge in a structured manner.

https://github.com/CyC2018/CS-Notes

#python #deep_learning #graph_neural_networks

DGL (Deep Graph Library) is a powerful and easy-to-use Python package for deep learning on graphs. It allows you to work with graphs on both CPU and GPU, making it highly scalable and efficient, even for large-scale graphs. DGL is compatible with major frameworks like PyTorch, Apache MXNet, and TensorFlow, giving you flexibility in your projects.

The benefits include DGL optimizes communication, memory consumption, and synchronization, allowing it to handle billion-sized graphs efficiently.
- **Ease of Use** DGL offers a variety of functions for computing with graph objects and includes state-of-the-art GNN models and modules.
- **Community Support**: Active community channels like Slack, forums, and monthly seminars help you stay connected and get support when needed.

Overall, DGL simplifies the process of working with graph neural networks, making it a valuable tool for researchers and practitioners alike.

https://github.com/dmlc/dgl

#go #containers #devsecops #docker #go #golang #hacktoberfest #iac #infrastructure_as_code #kubernetes #misconfiguration #security #security_tools #vulnerability #vulnerability_detection #vulnerability_scanners

Trivy is a powerful tool that helps you find security issues in various places like container images, filesystems, Git repositories, and more. It checks for vulnerabilities, misconfigurations, sensitive information, and software licenses. Trivy supports many programming languages and platforms, making it very versatile. You can easily install it using methods like `brew install trivy` or `docker run aquasec/trivy`. It also integrates with popular tools like GitHub Actions and Kubernetes. Using Trivy helps you secure your projects by identifying potential security problems early, which is very beneficial for keeping your software safe and reliable.

https://github.com/aquasecurity/trivy

#cplusplus #android #audio_processing #c_plus_plus #calculator #computer_vision #deep_learning #framework #graph_based #graph_framework #inference #machine_learning #mediapipe #mobile_development #perception #pipeline_framework #stream_processing #video_processing

MediaPipe is a tool that helps you add smart machine learning features to your apps and devices. It works on mobile, web, desktop, and other devices. You can use pre-made solutions for tasks like vision, text, and audio processing, or customize the models to fit your needs. MediaPipe also offers tools like Model Maker and Studio to help you create and test your solutions easily. This makes it easier to delight your customers with innovative features without needing deep machine learning expertise.

https://github.com/google-ai-edge/mediapipe

#cplusplus #c_plus_plus #chrome #css #electron #html #javascript #nodejs #v8 #works_with_codespaces

Electron is a tool that lets you create desktop applications using JavaScript, HTML, and CSS. It works on macOS, Windows, and Linux. You can install it using `npm` and start building apps quickly with tools like Electron Fiddle or the electron-quick-start repository. This makes it easy to develop cross-platform applications without needing to learn multiple programming languages. It's used by popular apps like Visual Studio Code, and there are many resources available to help you get started.

https://github.com/electron/electron

#typescript #api #api_client #api_rest #api_testing #developer_tools #graphql #hacktoberfest #http #http_client #pwa #rest #rest_api #spa #testing #testing_tools #tools #vue #vuejs #websocket

Hoppscotch is an open-source tool that helps you develop and test APIs quickly and efficiently. It allows you to send various types of HTTP requests (like GET, POST, PUT, DELETE) and see the responses in real time. You can customize the appearance with different themes and colors, and it supports features like WebSocket, Server-Sent Events, and GraphQL. It also offers authorization options, request parameters, and the ability to save and organize your requests in collections. Additionally, Hoppscotch allows team collaboration, keyboard shortcuts for efficiency, and synchronization across devices. This tool saves you time by making API development faster and more organized.

https://github.com/hoppscotch/hoppscotch

#python #blog #china #rss

This list collects numerous independent Chinese blogs, each with its own unique content and focus. Here are the key benefits for users The list includes blogs on various topics such as programming, technology, literature, travel, photography, and more, catering to different interests.
- **Original Content** Independent blogs offer authors the freedom to express themselves without the constraints of larger platforms, ensuring diverse and sometimes unique perspectives.
- **Community Building** The list serves as a tool for discovering new blogs and authors, helping readers find high-quality content that might not be easily found on larger platforms.

Overall, this collection enhances the visibility of independent bloggers and provides readers with a rich source of original and diverse content.

https://github.com/timqian/chinese-independent-blogs

#c_lang #crypto #cryptography_library #psa #ssl #tls

Mbed TLS is a library that helps with encryption and secure communication. It is small and works well on embedded systems, making it useful for devices with limited resources. You can easily build and configure it using tools like GNU Make, CMake, or Microsoft Visual Studio. The library includes examples and tests to help you understand how to use it. It also supports the PSA Cryptography API, which makes it easier to use cryptographic functions securely. This library is flexible and can be customized for different platforms and use cases, making it a powerful tool for ensuring data security in various applications.

https://github.com/Mbed-TLS/mbedtls

#python #analytics #dagster #data_engineering #data_integration #data_orchestrator #data_pipelines #data_science #etl #metadata #mlops #orchestration #python #scheduler #workflow #workflow_automation

Dagster is a tool that helps you manage and automate your data workflows. You can define your data assets, like tables or machine learning models, using Python functions. Dagster then runs these functions at the right time and keeps your data up-to-date. It offers features like integrated lineage and observability, making it easier to track and manage your data. This tool is useful for every stage of data development, from local testing to production, and it integrates well with other popular data tools. Using Dagster, you can build reusable components, spot data quality issues early, and scale your data pipelines efficiently. This makes your work more productive and helps maintain control over complex data systems.

https://github.com/dagster-io/dagster