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AI-ML-DS / Computer Vision

Computer Vision

216+ posts

RGB-D Images: A Comprehensive Overview

Last Updated: 26 September 2024

RGB-D images have become an essential element in fields like computer vision, robotics, and augmented reality. The "RGB" part refers to the traditional red, green, and blu...read more

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Computer Vision

AI-ML-DS With Python

Choosing the correct upper and lower HSV boundaries for color detection with`cv::inRange` (OpenCV)

Last Updated: 26 September 2024

Color detection is an essential task in computer vision, and OpenCV makes it easy to implement using the cv::inRange() function. This function is beneficial in application...read more

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Computer Vision

AI-ML-DS With Python

Camera position in world coordinate from cv::solvePnP

Last Updated: 08 January 2025

The term "camera-position-in-world-coordinate-from-cv-solvepnp" refers to the use of the solvePnP function in computer vision libraries, such as OpenCV, to determine the p...read more

Computer Vision

AI-ML-DS With Python

Vision Transformer in Computer Vision

Last Updated: 08 January 2025

Vision Transformers (ViTs) are inspired by the success of transformers in NLP and apply self-attention mechanisms to interpret images by treating them as sequences of word...read more

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Computer Vision

AI-ML-DS With Python

Vision Transformers (ViT) in Image Recognition

Last Updated: 08 October 2024

Convolutional neural networks (CNNs) have been at the forefront of the revolutionary progress in image recognition in the last ten years. Nonetheless, the field has been t...read more

Computer Vision

AI-ML-DS With Python

What is OpenVINO? – The Ultimate Overview in 2024

Last Updated: 03 April 2025

OpenVINO, short for Open Visual Inference and Neural Network Optimization, is an open-source toolkit developed by Intel. It is designed to accelerate deep learning inferen...read more

Computer Vision

Artificial Intelligence AI Blogs

Noise Tolerance in OpenCV

Last Updated: 19 January 2025

In digital image processing noise refers to random variations in pixel values that can degrade the quality of an image. This noise can arise from various sources such as s...read more

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Computer Vision

AI-ML-DS With Python

Noise Removing Technique in Computer Vision

Last Updated: 19 January 2025

Noise is random variations in pixel values that distort an image often caused by factors like sensor imperfections, low-light conditions, etc. For example, photos taken in...read more

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Computer Vision

AI-ML-DS With Python

Image Blending Using OpenCV

Last Updated: 06 January 2025

Image blending is used in computer vision that allows us to combine two or more images over each other. For example in Augmented Reality (AR) this technique is used by AR ...read more

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Computer Vision

AI-ML-DS With Python

How to Edit a Pixel Value using OpenCV

Last Updated: 06 January 2025

Let's understand steps to edit and modify pixel values using OpenCV:Step 1: Import Necessary Libraries: OpenCV (cv2) is the primary library for handling images.Step 2: Rea...read more

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Computer Vision

Swin Transformer

Last Updated: 20 January 2025

Swin Transformer refers to Shifted Window Transformer and it is a hierarchical vision transformer that processes images efficiently. It introduces mechanisms of window-bas...read more

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Computer Vision

AI-ML-DS With Python

Fast Fourier Transform in Image Processing

Last Updated: 06 January 2025

Fast Fourier Transform (FFT)is a mathematical algorithm widely used in image processing to transform images between thespatial domainand thefrequency domain. ( It is like ...read more

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Computer Vision

Image Classification using ResNet

Last Updated: 13 February 2025

This article will walk you through the steps to implement it for image classification using Python and TensorFlow/Keras. Image classification classifies an image into one ...read more

Computer Vision

AI-ML-DS With Python

Histogram of Oriented Gradients

Last Updated: 13 June 2025

HOGis a feature descriptor used in computer vision and image processing for object detection. It captures the structure or the shape of an object by analyzing the distribu...read more

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Computer Vision

Computer Vision

AI-ML-DS With Python

Using Keras to Build Custom Object Detection Models

Last Updated: 05 July 2025

Building custom object detection models using Keras (specifically with KerasCV, an extension for Computer Vision tasks) is a powerful way to detect and localize objects in...read more

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Computer Vision

AI-ML-DS With Python

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