teleren/devto huggingface dataset:
How Does Google Photos Recognize the Names and Faces?
Tags: googlecloud, google, ai, discuss
Published: 2024-05-24 12:52:32

Have you ever scrolled through Google Photos and marveled at its ability to recognize faces in your photos? It's almost like magic, right? Well, not quite! Today, we'll delve into the fascinating features of Google Photos' face recognition, uncovering how it works, its benefits, and some key considerations.

## How Does Face Recognition in Google Photos Work?
Google Photos uses a technology called Face Groups to recognize faces in your photos. Here's a breakdown of how it works:

- Face detection. First, Google Photos scans your photos to detect faces. This involves identifying regions within images that likely contain a face, regardless of orientation, lighting conditions, or facial expressions. To precisely identify faces, the technology employs machine learning algorithms trained on enormous datasets.
- Face alignment. After detecting faces, the following step is to align them. This entails converting the recognized faces into a standard format, ensuring that characteristics such as the eyes, nose, and mouth are consistently positioned. This normalization improves the accuracy of the recognition process.
- Feature extraction. The aligned faces are then analyzed to extract distinctive features. Google Photos uses deep learning models, particularly Convolutional Neural Networks (CNNs), to create a numerical representation (often called an embedding) of each face. This embedding captures the unique characteristics of a person’s face.
- Face recognition. With these embeddings, Google Photos compares the numerical representations of faces across your photo collection. Similar embeddings are grouped together, suggesting they belong to the same person. This comparison is done using distance metrics, where smaller distances between embeddings indicate greater similarity.
- Clustering. The system divides pictures into clusters based on the similarity of facial embeddings. Each cluster refers to a distinct individual. Google Photos may request your assistance in labeling these clusters (e.g., by naming them), which would increase its accuracy and personalization.

It's important to remember that this technology isn't perfect. Google acknowledges that accuracy may vary, but it's estimated to be around 80-85%. You can always review and edit the groupings as needed.

Learn more here: [How Does Google Photos Recognize the Names and Faces?](https://luxand.cloud/face-recognition-blog/how-does-google-photos-recognize-the-names-and-faces/?utm_source=devto&utm_medium=how-does-google-photos-recognize-the-names-and-faces)
AutoRFP.ai: Elevating RFP Processes with AI Precision.
Tags: ai, opensource, saas
Published: 2024-05-24 12:52:32

[AutoRFP.ai](https://autorfp.ai/): Revolutionizing RFP Management

[AutoRFP.ai](https://autorfp.ai/) transforms the cumbersome RFP (Request for Proposal) process with advanced AI technology, providing unparalleled efficiency and accuracy.

Key Features:

AI-Powered Response Generation: Utilizing cutting-edge generative AI, AutoRFP.ai swiftly crafts high-quality responses to RFPs, outperforming traditional methods.

Versatile AI Search and Response Engine: Capable of handling various types of questionnaires, including RFPs and security questionnaires, in seconds.

Trusted by Leading Companies: Trusted by renowned companies like SugarCRM and Workforce.com, AutoRFP.ai operates across 30+ countries, spanning healthcare, professional services, and tech sectors.

Sales Enablement: Enhance sales effectiveness with instant, natural language answers sourced from your knowledge base.

Seamless Integration: Integrate effortlessly with popular collaboration platforms like Teams and Slack, streamlining workflow and communication.

[AutoRFP.ai](https://autorfp.ai/) revolutionizes RFP management, empowering businesses to win more deals in less time, all while maintaining exceptional quality and precision.


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/1tw2sapm7u2mi5vb7120.png)
2024 Honda Accord Vs 2024 Honda Accord Hybrid
Tags: nextjs
Published: 2024-05-24 12:46:39

Discover the 2024 Honda Accord and the 2024 Honda Accord Hybrid, available at Midtown Honda, your premier Honda Dealership near you. Explore their Interior and exterior design, technology features, and engine and performance.


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/jdrswt8f650bpzx00vbc.jpeg)

**2024 Honda Accord Interior and Exterior Features**

The 2024 Honda Accord boasts a refined interior that merges comfort with functionality. Premium materials and an ergonomic layout provide a luxurious driving experience. Exteriorly, the Accord features a bold, modern design with sleek lines and a dynamic grille that makes an impactful first impression. Enhanced lighting with LED headlights ensures visibility and adds to its sophisticated appearance, making it a standout.

**2024 Honda Accord Hybrid Interior and Exterior Features**

The 2024 Honda Accord Hybrid enhances the classic Accord package with eco-friendly flair. Inside, it mirrors the regular Accord’s luxurious appointments but adds distinctive hybrid-specific accents. The exterior has unique styling cues like special badges and an optimized grille that improves aerodynamics. Both models feature expansive cabins and advanced noise reduction technologies, providing a peaceful and comfortable environment.

**Contact Us**

Are you interested in the 2024 Honda Accord or the 2024 Honda Accord Hybrid? **[Visit us at Midtown Honda](https://goo.gl/maps/ra2gD3KcapQCKgbg8)**, your leading Honda dealership near me, for exclusive offers and a test drive. Our knowledgeable team is here to help you explore each model’s features and assist with all your automotive needs. Discover your next vehicle with us today!


**Source- [https://www.midtownhonda.com/comparison/2024-honda-accord-vs-2024-honda-accord-hybrid/](https://www.midtownhonda.com/comparison/2024-honda-accord-vs-2024-honda-accord-hybrid/)**
Learninig: Creating Calculation Views
Tags: sap, certification, dataengineering
Published: 2024-05-24 12:45:26

- Understanding Modeling Terminology:
 
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/j93vlfd9rmvxuehkeu9r.png)

**A fact table can be one table but it is often defined from a combination of tables to produce a view of a transaction, such as a sales order. Dimensions are then connected to the fact table to provide additional, descriptive information about the transaction, such as, the country of the customer.

**Semantics: used to describe the meaning of an attribute or a measure. (Example: <u>currency</u> of an amount).

**Calculation views: Perform a variety of data calculations to generate a meaningful result set. 
 -Are read-only and cannot change the data in database
 - The calculation views can bypass the application server and directly query the calculation views where data is calculated on-the-fly to Cloud in-memory database. 
 - A dimension calculation view is used to expose master data from source tables.
 - Only build with attributes
 - Each calculation view can be used by another calculation views. 
 - Adapt the behavior to the list of columns that are selected or projected on top of it. 
 - All values in DCV (dimension calculation view) are listed individually. Any calculation demands a <u>cube calculation view</u>. 

1) Design Time: Created or modified by a graphical or text-based editor. 
2) Runtime: database catalog object (like, excel)

**Cube Calculation Views: 
 1)Private Columns: Defined inside the calculation view itself. The user has full control of these columns. 
 2) Shared columns: defined externally and used by more than one dimension.

** Time-Based Dimension Calculation Views:
 1) Time-base DCV generates various date-related attributes from a base date. 

** Sources supported in calculation views: 
 - Row Table, column tables, virtual table, calculation views, SQL views and table functions
 - Virtual tables: reach external files from any location in your landscape, however affect data performance.

** Top View Node: generates the calculated data set before semantics are applied: 

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/v77y3gi36bf87clf76g3.png)
How to not curse at a Cuckoo (Induction Heat) rice cooker
Tags: ricecooker
Published: 2024-05-24 12:39:04

Cuckoo rice cookers are smart but you might have a struggle at the first few uses. This article prevents your rice cooker from outsmarting you.

##  Listen to the instructions

If you don’t want to read the whole manual, well, at least to the lady’s voice. She knows best, even when she wants you to drain the water.
Be in the right mode

This is the most common mistake that can upset you because she just won’t start cooking. Turn the knob to the left if you want to use pressure modes or to the right to choose non-pressure modes.

`She has a good memory. The preset mode is the last mode you used on each side.`

After choosing a mode, press the top right button if you chose pressure mode and the middle right button if you chose non-pressure mode.


## Recommended mode

On the non-pressure side of life, there is a preset cooking option where you can set the cooking time at the mode-set button to warm your food or boil x-minute eggs.

## Let her wake you up and cook your breakfast

The rice cooker has a function where you can preset the time to start, originally for soaking rice or grains before cooking. You can put your food in to be cooked before bedtime and wake up to her voice telling you breakfast is ready.

```
Happy rice cooking
```
5 Clean Code Principles in JavaScript
Tags: webdev, javascript, beginners, programming
Published: 2024-05-24 12:32:15

Today, I am going to present 5 recommendations to produce clean code about variables in JavaScript.

They are principles endorsed by "Clean Code" book authors and adapted for JavaScript. Following them will make your code readable, reusable, and refactorable.

Many developers aren't committed to these principles, making a no-maintainable code.

Following these 5 JavaScript principles, you will make an excellent clean code.
Here they are:

- Use searchable names

- Avoid Mental Mapping

- Use explanatory variables

- Only add the necessary context

- Use pronounceable and meaningful variable names

Use searchable names


Avoid Mental Mapping

Use explanatory variables

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/phcc10s0o52ryr0ot3yp.jpg)

Only add the necessary context


Conclusion
As a front-end developer, you will produce much JavaScript code over time.

It is crucial to make clean code to achieve maintainable code. Taking these types of principles into account will make you level up as a developer.

Here, I share a helpful resource to make clean code in JavaScript.


I hope you enjoyed the article.
The Game-Changer: use() Hook in ReactJS🚀🚀
Tags: react, webdev, javascript, beginners
Published: 2024-05-24 12:23:25

## Elevate Your State Management with the use() Hook

State management in React has always been a critical aspect of building responsive and efficient applications. The introduction of the `use()` hook marks a revolutionary step forward, simplifying data fetching and asynchronous state handling. By allowing you to await promises directly within your component, `use()` makes your code cleaner and more intuitive.

### What is the use() Hook?

The `use()` hook is designed to streamline how we handle asynchronous operations in React components. Traditionally, managing asynchronous data required multiple hooks such as `useState` and `useEffect`. With `use()`, you can directly await a promise, significantly reducing the boilerplate code and making your component logic more straightforward.

### Example: Fetching User Data

Here's a simple example demonstrating how the `use()` hook can be used to fetch and display user data within a React component.

```jsx
import React from 'react';
import { use } from 'react';

const UserProfile = () => {
  const user = use(fetchUserData());

  return (
    <div>
      <h1>{user.name}</h1>
      <p>{user.email}</p>
    </div>
  );
};

async function fetchUserData() {
  const response = await fetch('/api/user');
  const data = await response.json();
  return data;
}
```

In this example, the `use()` hook simplifies the process of fetching and using user data within a component. Here's how it works:

1. **Fetching Data:** The `fetchUserData` function asynchronously fetches user data from an API endpoint.
2. **Using the use() Hook:** Inside the `UserProfile` component, the `use()` hook is used to await the promise returned by `fetchUserData()`. This means that `user` will hold the resolved value (the user data) once the promise is fulfilled.
3. **Rendering Data:** The component then renders the user's name and email using JSX.

### Benefits of the use() Hook

- **Simplicity:** By allowing direct use of promises within components, `use()` eliminates the need for multiple state and effect hooks.
- **Cleaner Code:** Your components become easier to read and maintain without the clutter of extra hooks and state management logic.
- **Efficiency:** The `use()` hook reduces the overhead associated with setting up and tearing down effect hooks, making your components more efficient.

### Conclusion

The `use()` hook is a game-changer in React development, offering a more elegant and efficient way to handle asynchronous state. By simplifying data fetching and asynchronous operations, it allows developers to write cleaner, more intuitive code. As you adopt this new hook, you'll find that managing state in your React applications becomes more straightforward and less error-prone.

Integrate the `use()` hook into your workflow and experience the difference it can make in elevating your state management practices.
Metla - Manage Your Crypto Assets at One Place
Tags: cryptocurrency, web3, blockchain, bitcoin
Published: 2024-05-24 12:22:46

Managing cryptocurrency used to be overwhelming and chaotic. Users had to juggle multiple platforms, each with its own tools and features, making it hard to keep track of everything. Security was a major concern as well, with many worried about the safety of their digital assets.

That’s where Metla, developed by [Zeroqode](https://zeroqode.com), comes in. 

Metla is a comprehensive platform designed to simplify all crypto-related activities, from buying and selling assets to tracking NFTs and managing DeFi investments. It’s like having a personal crypto assistant that keeps everything organized and secure.

_Here’s what Metla offers:_

Extensive Search: Quickly find anything you need in the crypto world—NFTs, transactions, wallet info, tokens, tools, and glossary terms.

NFT Management: Easily search, create, manage, and transfer NFTs. Display your digital assets with the NFT Gallery and track their history.

DeFi Tools: Monitor your portfolio value, track invested and borrowed funds, and view transaction history.

Advanced Security: Features like Wallet Security checks, extended investigations, sanctions checks, and wallet approvals keep your assets safe from potential threats.

Quick Actions: Buy and sell crypto, send and receive payments, and swap tokens easily. Use handy widgets like the gas cost calculator, token watchlist, and Metamask quick actions for added convenience.

Stay Updated: Get real-time notifications for token transactions, NFT activity, ENS domain alerts, and more, sent directly to your email or Telegram.

Metla combines all these features into one easy-to-use platform, saving you time and reducing hassle. It’s perfect for anyone looking to manage their crypto assets more efficiently and securely.

Ready to simplify your crypto management? Connect your wallet and try [Metla](https://metla.com) today
MIND BLOWING PROJECT TOOLS 🔥🔥
Tags: webdev, javascript, programming, tutorial
Published: 2024-05-24 12:22:32

Guys, you know I just love to test out and tell you all about new features and tools. Today I will be sharing about 3 such tools, trust me the last one is a bang ! Without further pep talk let's begin the list

## Youtube Api

<img src='https://media.giphy.com/media/v1.Y2lkPTc5MGI3NjExY3BncDFncDEzbGVvaGJvMzlsc2F4aDJ0Ync5YjUxeWFsbW9tZWR2bCZlcD12MV9pbnRlcm5hbF9naWZfYnlfaWQmY3Q9Zw/fKyIjvAifjq8ueP0Rt/giphy.gif'/>

I never knew there was an API for youtube, you guys might have know. Since, youtube is pretty famous by now. Basically this API can be used to change thumbnails, titles and descriptions of videos. Not only that ! It allows you to embed any video, channel and playlist into your projects. I will provide the links in the last paragraph. _Not only youtube but a lot of companies including twitter, discord and dev.to have APIS. Comment if you want a post on all these APIs_

## WEB TOOLS

<img src='https://media.giphy.com/media/v1.Y2lkPTc5MGI3NjExcGVtcmN1MnJjdmxpNGhrZnY2czljeHZna3ZqaTU4cDMyaWd2NG40NiZlcD12MV9pbnRlcm5hbF9naWZfYnlfaWQmY3Q9Zw/o0vwzuFwCGAFO/giphy.gif'/>

Guys there a bunch of tools I generally use while making websites. In these web tools section, I will tell you about 3 such websites.

1. Haikei lets you create awesome SVG background for your websites
2. Css.glass creates awesome glassmorphism effects
3. Css portal has infinite number of css generation tools

## Spline 👑

<img src='https://media.giphy.com/media/v1.Y2lkPTc5MGI3NjExYjBjcDRsd282cmswdHNobTlkcGkxazBqNmQ5cnJ6c3ZvNnNjdnZ4ciZlcD12MV9pbnRlcm5hbF9naWZfYnlfaWQmY3Q9Zw/J5XaDN7mg3lHLoUJbu/giphy.gif'/>

This is the moment, Spline is a free online web app that lets you create mind boggling 3d web embeds. It's simple and moreover awesome. You will have to login to get started then You will have a editor that let's you import 3d models or just get some from their collection. You get the option to animate, add hover effects, interactivity and just anything from your imagination. Then you can simply embed that in your project. Another really awesome thing about spline is that it is cross platform. Meaning, you get embed code for react, three js, html and a whole bunch of other platform. Spline is loved by me. *This is not a promotion post*

## The end

Guys I recently got into [SCRATCH](https://scratch.mit.edu/projects/1026291109/) and I am really excited to see what I can make. Please do check my project out.

This time shoutout to:

@odinaka123 
@riotgrrl 
@marcosplusplus 

Links

- [Spline](https://spline.design/)
- [Css Portal](https://www.cssportal.com/)
- [CSS.GLASS](https://css.glass/)
- [HAIKEI](https://haikei.app/)
- [Yt API](https://developers.google.com/youtube/v3)
How AWS Cloud Practitioner Exam Dumps Assist in Exam Mastery
Published: 2024-05-24 12:19:29

Joining Study Groups and Online Communities
Benefits of Collaborative Learning
Study groups can provide support, share resources, and keep you motivated.
Best Platforms for Study Groups
Join platforms [AWS Cloud Practitioner Exam Dumps]( https://dumpsboss.com/amazon-exam/aws-certified-cloud-practitioner-clf-c01/) like Reddit, LinkedIn groups, or specialized forums where you can connect with other AWS exam candidates.
Sharing Tips and Resources
Engage with your study group by sharing useful resources and exam tips. Collaboration can enhance your learning experience.
Time Management Strategies for Exam Preparation
Setting Realistic Study Goals
Set achievable goals [AWS Practitioner Certification Dumps]( https://dumpsboss.com/amazon-exam/aws-certified-cloud-practitioner-clf-c01/) for each study session. This will keep you on track and prevent burnout.
Prioritizing Key Topics
Focus on the topics that carry the most weight in the exam. Allocate more time to these areas in your study plan.
Balancing Study Time with Other Commitments
Make a study schedule that fits around your personal and professional commitments. Consistency is key.


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Why react just won't die 😠
Tags: webdev, javascript, react
Published: 2024-05-24 12:17:48

## Incoherent Intro
React sucks because of the many reasons highlighted by other react haters. Better frameworks have come up but react continues to grow i.e It keeps getting new devs. A technologies death is marked by the decline of adoption by new users. React continues to be the most preferred option for new web devs and companies, why?

## Obvious Reasons
1. Hiring Pool - Already has many adopters so companies choose it because of a larger hiring pool.

2. The loop - As more companies hire for react, new devs are even more influenced to pick it because there are more Jobs for it. And the circle is complete.

3. React native - I chose Vue during my bare js graduation, but now I write react because its the best way to build mobile apps with js. Now am even learning freaking nextjs because of work. My goodness I even started liking jsx after being a vocal hater (still hate hooks though). In short the presence of react native turned me into a react dev.

## In conclusion 
And the conclusion is yes.

> Am writing this in the toilet, it smells. Very fitting since this could've been a shitpost tweet thread, but I miss writing on here.
Unlimited broadband plans
Tags: unlimitedbroadband, unlimitedinternet, highspeedbroadband, broadbanddeals
Published: 2024-05-24 12:06:51

With the [unlimited internet plans](https://360net.co.nz/plan-list/) services offered by three sixty Net Provider, enjoy perfect online connectivity. Take advantage of unlimited data plans for high-speed internet, ideal for gaming, streaming, and remote work. Our affordable and secure plans guarantee continuous connectivity around-the-clock. For the best online experience, go with 360 Net Provider.