Computer Vision

53 posts

Last Updated: 07 May 2024

Normalization involves adjusting the range of pixel intensity values in an image. Normalization can be beneficial for various purposes, such...read more

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OpenCV

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AI-ML-DS

Computer Vision

Getting Started With Object Tracking Using OpenCV

Last Updated: 29 April 2024

OpenCV, developed by Intel in the early 2000s, is a popular open-source computer vision library used for real-time tasks. It offers various ...read more

Automatic Number Plate Recognition System using EasyOCR

Last Updated: 23 April 2024

Automatic License/Number Plate Recognition (ANPR) is an image processing technique used to identify a car based on its number plate. In thi...read more

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Semantic Segmentation vs Instance Segmentation

Last Updated: 17 April 2024

Image segmentation task involves partitioning the image into many segments or regions based on color, intensity, texture or spatial proximit ...read more

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Human Pose Detection using MoveNet with Tensorflowhub

Last Updated: 01 April 2024

Computer vision has an exciting area called human pose detection, which deals with the identification and tracking of postures or forms of p...read more

Python Image Processing Libraries

Last Updated: 01 May 2024

Python offers powerful libraries such as OpenCV, Pillow, scikit-image, and SimpleITK for image processing. They offer diverse functionalitie...read more

Creating Hybrid Images Using OpenCV Library | Python

Last Updated: 18 March 2024

Hybrid image, or "multi-scale image", is an exciting concept in computer vision. They are created by blending one image's high-frequency com...read more

What is Image Recognition?

Last Updated: 13 February 2024

You may be aware of the concept of machine learning, as different models are trained by using a set of data. Image recognition is also an ap...read more

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PSPNet (Pyramid Scene Parsing Network) for Image Segmentation

Last Updated: 05 February 2024

Within the intricate landscape of semantic segmentation, the Pyramid Scene Parsing Network or PSPNet has emerged as a formidable architectur...read more

Deconvolution vs Convolutions

Last Updated: 06 December 2023

Deconvolution is a computation process that reverses the effect of convolution, aiming to recover the original signal or image from the conv ...read more

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Cloud Coverage Prediction using Skycam Images

Last Updated: 28 September 2023

Cloud coverage prediction is critical in weather forecasting and a variety of applications such as solar energy generation, aviation, and cl...read more

GeeksforGeeks

Computer Vision Projects

Image Denoising using Dictionary Learning in Scikit Learn

Last Updated: 31 July 2023

Scikit-learn's image denoising technique uses dictionary learning to represent the image as a sparse combination of elements from a dictiona...read more

Saving key event video clips with OpenCV

Last Updated: 08 September 2023

OpenCV is an open-source and popular computer vision library that contains several computer vision algorithms. You can read, display, write ...read more

Standard Deviation Across the Image Channels in PyTorch

Last Updated: 08 June 2023

In Python, image processing and computer vision tasks often require the calculation of statistical metrics across the color channels of an i...read more

Load a Computer Vision Dataset in PyTorch

Last Updated: 19 April 2023

Computer vision is a subset of Artificial Intelligence that gives the ability to the computer to understand images. In Deep Learning, Convol...read more

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