Machine Learning

9th February 2024
9th February 2024
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Exploring OCR with OpenCV and PyTesseract

The utility of OCR extends beyond its applications in various domains, from document digitization to text extraction in images. In this blog, we are exploring the performance and reliability of OCR using OpenCV and PyTesseract on a diverse set of images. The blog comprises two key phases: The results will shed light on the accuracy and challenges associated with OCR, providing insights into its potential applications and limitations. Experimental Setup Step 1: Library Installation Before commencing the experiment, we installed two crucial libraries: Here’s how we go about it: Step 2: OCR Text extraction from a Grayscale Image Our journey […]
6th November 2023
6th November 2023
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Django 5 Release

Hello Coders! As announced on the official Django site, the Django 5.0 Version is out. The changes provided in this version are listed below. Curious minds and cutting-edge developers can test the new features by using the latest Django 5.x release: ✅ Options for declaring field choices in Django Field.choices(for model fields) and ChoiceField.choices(for form fields) allow for more flexibility when declaring their values. In previous versions of Django, choices should either be a list of 2-tuples, or an Enumeration types subclass, but the latter required accessing the .choices attribute to provide the values in the expected form Django 5.0 adds support for accepting a mapping or a callable instead of an iterable, and also no longer […]
1st August 2023
Pytorch
1st August 2023
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What is PyTorch?

PyTorch is an open source machine learning (ML) framework based on the Python programming language and the Torch library. Torch is an open source ML library used for creating deep neural networks and is written in the Lua scripting language. It’s one of the preferred platforms for deep learning research. The framework is built to speed up the process between research prototyping and deployment. The PyTorch framework supports over 200 different mathematical operations. PyTorch’s popularity continues to rise, as it simplifies the creation of artificial neural network models. PyTorch is mainly used by data scientists for research and artificial intelligence (AI) applications. PyTorch is released under […]
3rd June 2023
3rd June 2023
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Mojo: The Programming Language for AI That Is Up To 35000x Faster Than Python

Introducing Mojo — the new programming language for AI developers. MOJO is to Python what Typescript is to Javascript. I know what you might be thinking — a new AI programming language to learn from scratch … Well, I have good news, Mojo is designed as a superset of Python, so if you already know Python learning Mojo shouldn’t be hard. But that’s not all. Mojo combines the usability of Python with the performance of C obtaining a speed that is up to 35000x faster than Python. If you’re into AI and already know Python, Mojo is definitely worth a […]
28th May 2022
RPA
28th May 2022
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Robotic Process Automation (RPA)

Automation software to end repetitive tasks and make digital transformation a reality. What is robotic process automation? Robotic process automation (RPA) is a software technology that makes it easy to build, deploy, and manage software robots that emulate humans actions interacting with digital systems and software. Just like people, software robots can do things like understand what’s on a screen, complete the right keystrokes, navigate systems, identify and extract data, and perform a wide range of defined actions. But software robots can do it faster and more consistently than people, without the need to get up and stretch or take […]
1st January 2022
odoo python framework
1st January 2022
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What is Odoo

software development company in junagadh Odoo, an open-source ERP software framework is used by small, medium and large enterprises. Its 14,000 third-party apps/plugins are useful to accelerate business processes. Written in python, Odoo can successfully manage critical business operations to increase productivity, enhance sales, and automate processes. Let’s explore the benefits and upgradations of Odoo Python. Accelerating Business Growth with Odoo Odoo CMS enables businesses to create a website without any technical knowledge. Its ‘edit inline’ and building blocks feature is useful for creating and customizing websites from scratch. It increases online sales and simplifies the organizing process with product pages, […]
9th March 2021
9th March 2021
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Let, Const and Var– What’s the Difference?

One of the features that came with ES6 is the addition of let and const, which can be used for variable declaration. The question is, what makes them different from good ol’ var which we’ve been using? If you are still not clear about this, then this article is for you. In this article, we’ll discuss var, let and const  with respect to their scope, use, and hoisting. As you read, take note of the differences between them that I’ll point out. Var Before the advent of ES6, var declarations ruled. There are issues associated with variables declared with var, though. That is why it was necessary for new ways to declare variables […]
23rd February 2021
23rd February 2021
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Java Vs Python: Comparison Between Java and Python

From below, read a few pointers that will help you to find the best between Java and Python, and by doing so, you will be able to end the war of Java Vs Python. Java  Code: Expanded lines of code compared with Python mean it takes ten lines to complete a single part of the coding. Dynamic: In Java, you have to indicate the type of data. Syntax: If on completing the program at the end, you haven’t placed a semicolon (;), then it will show an error. In Java coding, you need to use curly braces after or before a particular block; […]
5th October 2020
5th October 2020
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TOP 10 PYTHON LIBRARIES IN 2020-21 (BASED ON RECENT STATS)

Let’s view the famous Python Libraries that are used to develop impactful software, web, and mobile applications. The Python developers generally use the below-mentioned libraries to deliver the leading projects.  TENSORFLOW This Python library works as a computational library for writing new algorithms, and it also involves several tensor operations. Google created a TensorFlow library in collaboration with Brain Team. In this library, neural networks can be easily expressed as computational graphs, implemented by utilizing TensorFlow. TOP FEATURES OF TENSORFLOW It is adjustable in its operability. It is easily trainable on CPU and GPU. It can train multiple neural networks […]
3rd October 2020
xpertlab_machine_learning_frameworks
3rd October 2020
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Best 7 Machine Learning Frameworks 2020

SEO Company In Junagadh Machine Learning (ML) is one of the fastest-growing technologies today. It is the subset of AI, which helps the business examine the data, learn, and adapt it. Based on its data analysis, machine learning enables the devices to make a decision and work accordingly.  With the help of ML frameworks, you can easily construct ML models, which are accurate and efficient. Build a successful mobile application using ML frameworks. and so as a developer, you might be getting confused about using the right framework. Here you can get information about the best machine learning frameworks. How does […]
2nd March 2020
Website Developments
2nd March 2020
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R vs Python

R vs Python: History Website Developments Website Developments Data Science Training in Bangalore Before diving deep into the nitty-gritty details of these languages, let us take a closer look at their history. R Programming Website Developments R is a programming language (which was developed in Bell Labs) built specifically for Statisticians and Data Scientists. It is an implementation of the S programming language and is also inspired by the Scheme programming language. R was conceived in 1992, released in the year 1995, and was created by Ross Ihaka and Robert Gentleman at the University of Auckland, New Zealand. Its current […]