Computer Vision
Computer Vision is a critical component of Artificial Intelligence that primarily deals with graphics and images. It has a wide range of real-world applications, ranging from medical to defence to everyday smartphones. It has the ability to extract information from any available visual. In this section, you will learn about its concept and implementation.
Introduction
Learn about the fundamentals and the actual need for implementing computer vision applications in the technical domain. Knowing its applications is also an important aspect of computer vision, as it has many of them, including facial recognition, self-driving cars, and many others.
Introduction to Computer vision
By aniket verma
● Published At Mar 2022
The objective of this blog is to get an introduction to Computer Vision.... Keep reading ..
Applications of Computer Vision
By Md Yawar
● Published At May 2022
This blog is about some of the most common applications of computer vision... Keep reading ..
Image Processing Basics
Images, like data, must be processed before they can be used in computer vision processes, in the same way that data must be analysed and preprocessed before it can be used in machine learning. This aids in the extraction of every pixel of an image with greater clarity and accuracy using algorithms such as edge detection and the Image Pyramid method.
Image processing and representation
By Mohammad Yawar
● Published At Jun 2022
This blog focuses on how the image is represented by a computer and Digital image processing.... Keep reading ..
Image sampling and quantization
By Mohammad Yawar
● Published At May 2022
This blog focuses on how an analog image is converted into a digital image through sampling and quantization. ... Keep reading ..
Edge Detection
By Vidhu Chaudhary
● Published At Jun 2022
This blog will provide a theoretical introduction to Edge Detection and its various techniques. ... Keep reading ..
Image Pyramids
By Vidhu Chaudhary
● Published At Jun 2022
 This blog will provide a theoretical introduction to the Image Pyramid and its various types.... Keep reading ..
Scale-Invariant Feature Transform (SIFT)
By Mohammad Yawar
● Published At Jun 2022
This article focuses on the concept and math behind SIFT ... Keep reading ..
Speeded Up Robust Features (SURF)
By Vidhu Chaudhary
● Published At Jun 2022
In this article, we will see the basics of SURF and a brief about the feature extraction and description.... Keep reading ..
Local Binary Pattern Algorithm
By Tashmit
● Published At May 2022
This article aims to understand the Local Binary Pattern Algorithm.... Keep reading ..
Computer Vision Concepts
Working with images necessitates an understanding of some concepts and theory, which will undoubtedly aid in achieving greater efficiency with fewer inputs. Algorithms such as feature detection and selection, as well as GAN applications, are important features in computer vision.
Transformation
Transformation techniques within an image help in working efficiently and being able to analyse different parts of an image as well as running differe
CNN Visualisations
Learn about interesting models and programmes that use computer vision concepts to visualise various neural networks, such as Google Dream, which visu
Applications of GANS
GANs have many applications and use cases in computer vision; for example, Pix2Pix and Stack GAN are GAN models designed specifically for use in compu
Object Detection Using Deep Learning
By Tashmit
● Published At Jun 2022
This article aims to understand Object Detection using Deep Learning... Keep reading ..
Human Detection in Computer Vision
By Md Yawar
● Published At Jun 2022
This blog discusses various techniques used to detect humans in an image or video. ... Keep reading ..
Transformer Network
By Mayank Goyal
● Published At Mar 2022
This article will study transformers, why we use them, and their applications. Lastly, we will have a detailed description of its architecture.... Keep reading ..
Spatial Transformer Network
By soham Medewar
● Published At May 2022
In this article, we will discuss the concept of STN (spatial transformer network). Also, we will see the computations that are needed for STNs.... Keep reading ..
Pixel RNN
By soham Medewar
● Published At May 2022
In this article, we will discuss the concept and the architecture of a pixel recurrent neural network. Also, will see how it is used in image classification tasks.... Keep reading ..
OpenCV
OpenCV is a popular and widely used framework for computer vision model implementations and applications. It not only works at the software level, but it is also highly optimised for integration with hardware such as cameras and various sensors. It can be used in a variety of programming languages, including Java, C++, and Python.
Feature Detection and Description
Learn about the implementation of feature detection in OpenCV with various types of detection algorithms such as line, circle, and smile detection, wh
Applications and Projects
As we all know, computer vision has a wide range of applications. Learn about various real-world projects based on computer vision that have been impl
Introduction to OpenCV
By Mohammad Yawar
● Published At May 2022
This article gives us an introduction to OpenCV... Keep reading ..
Image Read-Write-Display in OpenCV
By Anju Jaiswal
● Published At Jun 2022
This blog will give our viewers a detailed description of the basic operations of images like reading, writing, and displaying in OpenCV.... Keep reading ..
Color Filtering
By Mayank Goyal
● Published At Feb 2022
In this article, we will study HSV and its purpose. Lastly, we will see its implementation.... Keep reading ..
Color Spaces
By Mohammad Yawar
● Published At May 2022
This article talks about different color spaces their implementation using OpenCV ... Keep reading ..
Bitwise Operations on Images
By Rajkeshav
● Published At Mar 2022
In this blog, we will see different bitwise operations that we can perform with images. We can add two images, subtract two images, and use all bitwise operations like AND, OR, XOR, NOT, etc. Now let's get started.... Keep reading ..
Image Thresholding
By aniket verma
● Published At May 2022
The blog discusses the concept of image thresholding.... Keep reading ..
Feature Detection with Haar-Cascade
By Akshat Chaturvedi
● Published At Mar 2022
We’ll study what haar-cascades are and perform features detection using haar-cascades in this blog.... Keep reading ..
Detecting Image Contour
By soham Medewar
● Published At May 2022
In this article, we will discuss the contour of an image and how to detect the contour of the images using the OpenCV library. Also will learn to find extreme points.... Keep reading ..
Smoothing Images
By soham Medewar
● Published At Feb 2022
In this article, we will discuss some important methods for smoothing images. Also, we will see the maths behind each method along with its implementation.... Keep reading ..
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