teleren/devto huggingface dataset:
Nirakshak Geotagging and Surveillance Platform
Published: 2024-06-13 06:58:11

**Live Demo**
Experience a live demo of the Nirakshak platform at https://nirakshak.vercel.app/. Explore the features and see how the platform works in real-time.

**Features**
**Geotagging and User Registration**

User Registration: Users must provide personal details, including Name, Phone No., and Email ID.

Camera Information: Users can enter the IP address and camera model to provide camera access.

Camera Consent: Users must consent to provide camera access before the platform can include the camera in its system.

Map View: The platform provides law enforcement with a comprehensive map view, distinguishing between private and public cameras.
Camera Details: Clicking on a camera point reveals detailed information about the camera and its owner from the database, along with the nearest police chowki.

**Alerts and Detections**

Object Detection with Yolov8: The platform uses Yolov8 to analyze large video streams, capable of detecting over 80 distinct objects.

Violence and Weapons Detection: A custom-trained model detects Violence/Fight, Guns, and Knives, triggering an alert (beep sound) upon detection.

License Plate Detection with OpenCV and Easy-OCR: The platform uses OpenCV for license plate detection and reads text using Easy-OCR.
Camera Safety
Initial Picture Capture: An algorithm captures an initial picture from the CCTV, stored in the database.

Live Footage Comparison: The initial picture is periodically compared with live footage to generate a similarity score.

Alerts for Displacement/Obstruction: If the similarity score falls below a set threshold, an alert is triggered to notify of potential issues with the camera, aiding in identifying displacements or obstructions.

**Future Scope**

Path Tracking for License Plates: An algorithm will be introduced to track specific license plates, plotting their paths. This feature will enhance law enforcement capabilities by providing insights into potential routes a vehicle may take.

Face Detection on CCTV Footage: Implement a Face Detection algorithm to alert law enforcement when a wanted/criminal individual is spotted in CCTV footage.
**
Technical Requirements**

**Backend**

Flask: For building and running the backend of the platform.

SQL/MySQL: For database management and data storage.

Machine Learning and Computer Vision
Streamlit: For building user interfaces and interactive web applications.

Ultralytics: For running Yolov8-based object detection models.

OpenCV: For computer vision tasks and license plate detection.

Tesseract: For OCR (Optical Character Recognition).

**Github link**:-https://github.com/SaurabhPandey9752/Nirakshak
Understanding How Server Location Affects Website Performance
Published: 2024-06-13 06:57:59


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/9qooy18a2lgwmotr17of.png)

This blog post highlights the importance of choosing the right server location to optimize website performance.

### Why Server Location Matters:

The location of your website’s server significantly impacts user experience and performance. Here’s how:

- **Geo-proximity and Latency**: A server closer to your target audience reduces data transfer times, leading to faster loading speeds and a more responsive website. This is especially crucial for global audiences.

- **Improved Page Load Speed**: Server distance affects page load speed, which is vital for user satisfaction and search engine ranking. Choosing a server location near your visitors minimizes data travel time and reduces bounce rates.

- **Content Delivery Network (CDN) Integration**: A CDN stores your website’s content across geographically distributed servers. Selecting a hosting provider with CDN integration and strategically placed servers allows for faster content delivery to users worldwide.

### Additional Benefits of the Right Server Location:

- **Compliance**: Data privacy regulations vary by region. Choosing a server location that complies with relevant laws ensures legal adherence and user trust.

- **Scalability**: Considering future growth, well-located servers can handle increased traffic. Distributing servers across locations allows your website to function even during traffic spikes.

- **Reliability and Redundancy**: A geographically distributed server base enhances website reliability. If one server experiences an outage, another can take over seamlessly, minimizing downtime.

**Also Read** : [When should a Business Consider Dedicated Server Hosting?](https://www.wewp.io/consider-dedicated-server-hosting/)

### How Hosting Providers Can Help:

A reputable hosting provider offers multiple server locations, allowing you to choose one near your target audience. This minimizes latency and optimizes performance.

### Conclusion:

The right server location plays a critical role in website performance. By choosing a hosting service with strategically placed servers, you can ensure fast loading times, a positive user experience, and a globally accessible website.

**Read Full Blog Here With Insights** : [https://www.wewp.io/](https://www.wewp.io/impact-server-location-website-performance/)
Understanding File Transfer Protocol: Simplifying Cross-Network File Sharing
Published: 2024-06-13 06:46:05


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/nnbhc5nzf524n4bwl99e.png)

This blog post explores File Transfer Protocol (FTP) and its role in streamlining file sharing across networks.

### What is FTP?

FTP is a network protocol that enables efficient file transfers between computers on a network. It uses a client-server architecture, with separate connections for control and data transfer, ensuring reliability and security. FTP remains widely used due to its:

- **Reliability**: Ensures data integrity during transfers.

- **Compatibility**: Works across various devices and operating systems.

- **Versatility**: Supports different file sizes and transfer needs.

**Also Read** : [The Impact of Server Location on Website Performance](https://www.wewp.io/impact-server-location-website-performance/)

### Benefits of FTP for Cross-Network File Sharing:

- **Accessibility**: Enables file sharing between different devices and operating systems.

- **Centralized Storage**: FTP servers act as a central repository for storing and sharing files.

- **Efficient Data Transfer**: Uses compression, binary transfer, and bandwidth throttling for faster transfers.

- **Improved Security**: Modern variants like FTPS and SFTP offer encryption for secure data transfer.

- **Automation**: Supports scripting for automating repetitive file transfers and synchronization.

- **Flexibility and Scalability**: Adapts to changing needs, supporting small and large-scale data exchanges.

### How Cloud Hosting Providers Enhance FTP Performance:

- **High-Performance Servers**: Modern hardware like fast CPUs and SSD drives ensure swift file transfers.

- **Optimized Configurations**: Streamlined server configurations for optimal resource allocation and performance.

- **Load Balancing**: Distributes FTP traffic across multiple servers to avoid bottlenecks.

- **Guaranteed Uptime**: Uptime guarantees exceeding 99.9% ensure reliable and uninterrupted service.

- **Top-Level Security**: Secure protocols like FTPS and SFTP encrypt data in transit.

- **Regular Security Audits**: Maintain data security through regular security assessments.

- **End-to-End Technical Support**: Technical teams provide assistance with FTP configuration and troubleshooting.

### Conclusion:

FTP remains a critical tool for efficient cross-network file sharing. Choosing a reliable cloud hosting provider with features like high-performance servers, guaranteed uptime, and robust security is essential for optimal FTP performance.

**Read Full Blog Here With Insights** : [https://www.wewp.io/](https://www.wewp.io/what-is-file-transfer-protocol/)
Big O Notation
Tags: devchallenge, cschallenge, computerscience, beginners
Published: 2024-06-13 06:37:46

**Big O Notation:** Big O Notation describes the upper bound of an algorithm's runtime or space requirements relative to input size (n). It compares algorithm efficiency by focusing on growth rates, ensuring scalability and optimal performance as input sizes increase.


Here's a brief pseudocode example to illustrate how Big O Notation might be used to compare two sorting algorithms, Bubble Sort and Merge Sort, based on their time complexities.

**Bubble Sort (O(n^2))**

```
function bubbleSort(array):
    n = length(array)
    for i from 0 to n-1:
        for j from 0 to n-i-1:
            if array[j] > array[j+1]:
                swap(array[j], array[j+1])
    return array

```
**Merge Sort (O(n log n))**

```
function mergeSort(array):
    if length(array) <= 1:
        return array
    
    middle = length(array) / 2
    leftHalf = array[0:middle]
    rightHalf = array[middle:]
    
    return merge(mergeSort(leftHalf), mergeSort(rightHalf))

function merge(left, right):
    result = []
    while left is not empty and right is not empty:
        if left[0] <= right[0]:
            append result with left[0]
            remove first element from left
        else:
            append result with right[0]
            remove first element from right
    
    while left is not empty:
        append result with left[0]
        remove first element from left

    while right is not empty:
        append result with right[0]
        remove first element from right

    return result

```
**Comparison**
**Bubble Sort:** Nested loops result in O(n^2) time complexity, which means its performance degrades significantly as the input size increases.
**Merge Sort:** Divides the array into halves and merges sorted halves, resulting in O(n log n) time complexity, which is more efficient for larger inputs.
These examples clearly demonstrate how Big O notation helps in effectively understanding and comparing the efficiency of different algorithms.
Why Every Developer Needs Codequiry's Website Plagiarism Checker?
Tags: websiteplagiarismchecker, webdev, codequiry, codeplagiarismchecker
Published: 2024-06-13 06:22:46

In today’s digital landscape, where coding and development form the backbone of countless websites and applications, ensuring the originality and integrity of your code is paramount. Just as writers and academics rely on plagiarism checkers to safeguard their work, developers and tech professionals can benefit immensely from a specialized tool like Codequiry’s Website Plagiarism Checker.

The Codequiry [Code Checker Plagiarism](https://codequiry.com/code-plagiarism) is specifically designed to detect instances of code plagiarism, ensuring that the code you use or publish is truly yours or properly attributed. Here's why it matters:

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/i88bxr1bjlmgxzqzm1nn.jpg)

**1. Protect Your Intellectual Property:** Your code represents your intellectual effort and creativity. Detecting any unauthorized use of your code helps protect your rights and ensures you receive credit for your work.

**2. Maintain Code Quality:** Plagiarized code can introduce vulnerabilities, bugs, or inefficient practices into your projects. By verifying the originality of your codebase with Codequiry, you uphold quality standards and reliability.
 
**3. Compliance and Ethics:** Many industries and educational institutions have strict policies against plagiarism. Using Codequiry’s tool demonstrates your commitment to ethical coding practices and compliance with regulations.

To summarize, incorporating Codequiry's [Website Plagiarism Checker](https://codequiry.com/) into your development workflow is more than just a precaution; it's a proactive step toward maintaining professionalism, protecting your work, and upholding ethical standards in the tech community.
Konnect Packers And Movers
Tags: packers, movers, transportations, movingstorage
Published: 2024-06-13 06:19:21

At Konnect Packers and Movers, the satisfaction of our customer is not a dream, but a reality. It entails that we deliver organized and efficient services beyond the expected levels. It has been our privilege to be associated with several business organizations for our exemplary packing and moving services. We sure to respond within short time of raising a concern to make sure our customer gets adequate response throughout the process from packaging to delivery, we provide each customer with a dedicated shifting consultant to ensure he or she is fully informed.
Navigating Uncertainty: Probabilistic Programming
Tags: devchallenge, cschallenge, computerscience, beginners
Published: 2024-06-13 06:19:19

_This is a submission for DEV Computer Science Challenge v24.06.12: One Byte Explainer._

## Explainer

> The world is uncertain. Predicting outcomes with data involves probabilistic models which use math to handle uncertainty. Probabilistic Programming describe and analyze these models. Examples: Predicting weather, stocks, diagnoses, and machine learning.

![Dice Rollin](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/a7qajue8dwzcnzxszyyw.gif)

Cover Image Credits: [GenewalDesign](https://dribbble.com/GenewalDesign)
AI and Blockchain: Revolutionizing Digital Identity
Published: 2024-06-13 06:18:39

# AI and Blockchain: Revolutionizing Digital Identity

## Introduction to AI and Blockchain

Artificial Intelligence (AI) and Blockchain are two revolutionary technologies
reshaping industries globally. AI involves machines designed to act
intelligently like humans, while blockchain is a decentralized technology
ensuring transparency and security in digital transactions. Together, they
create highly secure, transparent, and intelligent systems across various
sectors.

## Challenges in Current Systems

Current systems for managing identities and transactions face challenges like
centralized data storage, lack of user control, and outdated technology. These
issues lead to inefficiencies, security risks, and privacy concerns, driving
the shift towards decentralized identity systems.

## Core Technologies Behind AI and Blockchain Integration

The integration of AI and blockchain creates powerful synergies. AI enhances
blockchain operations through intelligent algorithms, while blockchain
provides a secure environment for AI operations. This combination is
transforming industries by enhancing data security, privacy, and
interoperability.

## Applications of AI and Blockchain in Digital Identity

Combining AI's advanced analytics with blockchain's decentralized security
features leads to innovative applications in digital identity management.
These include fraud prevention, enhanced user privacy, and streamlined
governmental services.

## Challenges and Considerations

Despite their potential, integrating AI and blockchain faces challenges like
scalability issues, regulatory hurdles, and technical integration
difficulties. Addressing these challenges requires strategic planning and the
adoption of appropriate technologies.

## The Future Outlook and Trends for 2024

In 2024, AI and blockchain are expected to play pivotal roles in digital
identity evolution. Emerging technologies like quantum computing,
biotechnology, and augmented reality will further drive innovation. Strategic
recommendations for stakeholders include maintaining clear communication,
inclusive planning, and continuous education.

Drive innovation with intelligent AI and secure blockchain technology! 🌟 Check
out how we can help your business grow!

[Blockchain App Development](https://www.rapidinnovation.io/service-
development/blockchain-app-development-company-in-usa)

[AI Software Development](https://www.rapidinnovation.io/ai-software-
development-company-in-usa)

#rapidinnovation #AI #Blockchain #DigitalIdentity #SmartContracts #FutureTech
https://www.rapidinnovation.io/post/ai-and-blockchain-fusion-advancing-
digital-identity-in-2024
Recursion
Tags: devchallenge, cschallenge, computerscience, beginners
Published: 2024-06-13 06:11:53

_This is a submission for DEV Computer Science Challenge v24.06.12: One Byte Explainer._

## Explainer
A programming technique where a function calls itself to solve a problem. It breaks down complex problems into simpler ones. Crucial for tasks like tree traversal and solving puzzles (e.g., Fibonacci sequence). Helps write clean, concise code but can risk infinite loops if not handled correctly.

## Additional Context

- Fundamental Concept: Recursion is a fundamental concept in computer science, used across various domains from algorithms to problem-solving techniques.

- Practical Applications: It's widely used in sorting algorithms (like quicksort and mergesort), data structures (like trees and graphs), and problem-solving (like backtracking and dynamic programming).

- Educational Value: Understanding recursion is essential for learning more advanced concepts in computer science, making it a pivotal topic for both students and professionals.

- Balance of Simplicity and Power: While recursion simplifies code and reduces redundancy, it also requires careful handling to avoid issues like infinite recursion and stack overflow.

- Common Misconceptions: Many beginners struggle with recursion, so a clear and concise explanation can demystify the concept and highlight its importance and utility in a way that's approachable and informative.
The Benefits of Hiring an Interior Designer in Bhubaneswar
Published: 2024-06-13 06:11:40

Best home interior designer in Bhubaneswar: Hiring an interior designer in Bhubaneswar, Odisha can offer numerous benefits. Here are some advantages of working with a

Professional interior designer:

Design concepts, color palettes, materials, furnishings and space planning are just some of the areas in which interior designers are deeply knowledgeable and creative. They can provide original ideas and inventive solutions to transform your area into a beautiful and useful setting. A unified and aesthetically pleasing design that reflects your unique style can be achieved with the help of their skilled eye. Despite the fact that it may seem counterintuitive, long-term time and cost savings are possible when hiring an interior designer. Suppliers, vendors, and contractors are just some of the many options available to designers, which can guarantee affordable solutions and expedite the design process. Making informed decisions and budget optimization are two other ways that can keep you from making costly mistakes.

Functionality and space planning: Skilled in space planning, interior designers ensure that the arrangement of your home is optimal for flow and functionality. They take into account things like traffic patterns, furniture arrangement and storage requirements to design a space that not only suits your demands and particular lifestyle, but also looks good.

Trade discounts: Because interior designers often maintain long-term relationships with manufacturers, suppliers, and craftspeople, they may be able to obtain special trade discounts. Ultimately, this can offset some of the designer’s costs by saving money on furnishings, supplies, and other design aspects.

Managing Projects Interior designers act as project managers, overseeing the entire design process from start to finish. They work closely with architects, contractors, and other experts on the project to ensure that everything is done according to the schedule and design plan. By doing this, you can focus on other important tasks and reduce the stress that comes with overseeing multiple project components.

Attention to Details Because interior designers pay great attention to details, every part of your environment will be thoughtfully planned and executed. To develop a harmonic and unified design that reflects your personality and improves the overall visual appeal, they take into account elements such as lighting, textures, finishes and accessories.

Rakesh Rout

www.homular.in

9853233422
Breaking Bad Habits: Common Pitfalls Every Programmer Should Avoid
Tags: webdev, programming, habit, beginners
Published: 2024-06-13 06:07:41

As programmers, our habits define our efficiency and the quality of our work. While good habits propel us forward, bad ones can severely hinder our progress. Here are a few detrimental habits that every programmer should strive to eliminate:

1. **Procrastination:** It's easy to fall into the trap of procrastination, delaying tasks until the last minute. This habit not only increases stress but also affects the quality of our code.

2. **Overcomplicating Solutions:** Sometimes, in our quest to create elegant solutions, we over-engineer and complicate simple problems. Keeping things straightforward and simple can often be more effective.

3. **Ignoring Code Reviews:** Code reviews are crucial for maintaining code quality and sharing knowledge within a team. Ignoring or rushing through reviews can lead to overlooked bugs and inefficiencies.

4. **Not Testing Properly:** Writing code without thorough testing is like building a house without checking the foundation. Investing time in writing and running tests can prevent numerous issues down the line.


5. **Lack of Documentation:** Documentation is often seen as a chore, but it's essential for understanding code, especially for future maintenance and collaboration. Clear and concise documentation saves time and reduces confusion.

6. **Resistance to Learning:** In a field as dynamic as programming, there's always something new to learn. Being resistant to learning new technologies or methodologies can limit career growth and innovation.

7. **Poor Time Management:** Effective time management is crucial for meeting deadlines and maintaining work-life balance. Without it, tasks can pile up, leading to stress and burnout.

8. **Isolating Yourself:** Collaboration and communication are key in programming. Isolating yourself from team discussions or not seeking help when needed can result in missed opportunities for improvement.

By recognizing and actively working to eliminate these habits, we can become more productive, efficient, and happier programmers. It's an ongoing journey of self-improvement that ultimately benefits both our careers and the quality of our work.
Best Training Institute in Rajpura; Erginous Technology
Published: 2024-06-13 06:06:58

Erginous not only delivers top-notch solutions in the field of web and mobile application development but also offers outstanding training across diverse technologies. We are the best Industrial Training Providers in Rajpura, our training programs go beyond conventional approaches, empowering students with comprehensive knowledge, technical skills, and practical experience. Through our internship and industrial training programs, we provide students with a platform to share experiences and creative ideas. We inspire them to explore new areas of interest and acquire skills relevant to the information industry. 

We have Successfully Completed Campus Placement Drives With Various Universities and Colleges. Some of these are:

1. -  Chandigarh Group of Colleges
2. -  Chitkara University
3. -  Chandigarh University
4. -  Sri Sukhmani Group of Institute
5. -  Punjabi University
6. -  E-max Group of Institutions

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/191tkjcp8xk4mf7fkzfb.png)
PowerWorks Inspections
Tags: home, inspectors
Published: 2024-06-13 05:47:16

For comprehensive home inspections in Fayetteville, look no further than [PowerWorks Inspections](https://powerworksinspections.com/). Our team of experienced and certified inspectors is dedicated to providing thorough evaluations of residential properties, ensuring peace of mind for both homebuyers and sellers. From the foundation to the roof, we meticulously examine every aspect of the home, identifying potential issues and safety concerns. With our detailed inspection reports, you'll gain valuable insights into the condition of the property, empowering you to make informed decisions about your investment. Trust PowerWorks Inspections for professional and reliable service—schedule your inspection today.

Address : 71 Camden Village Dr, Newnan, GA 30265, United States

Email ID : powerworksinspections@gmail.com

Phone : +1 6788574602

Visit : https://powerworksinspections.com/