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AI-ML-DS / Computer Vision

Computer Vision

224+ posts

Convolutional Vision Transformer

Last Updated: 22 July 2025

TheConvolutional Vision Transformer (CvT)is a state of the art deep learning architecture that combines the strengths of convolutional neural networks (CNNs) and vision tr...read more

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Computer Vision

AI-ML-DS With Python

Feature Pyramid Network (FPN)

Last Updated: 18 July 2025

AFeature Pyramid Network (FPN)is a neural network architecture designed to enhance computer vision tasks like object detection and segmentation, especially in scenarios wi...read more

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Computer Vision

AI-ML-DS With Python

Last Updated: 18 July 2025

Timm is a Python library that provides many pre trained image models you can use with PyTorch. It makes it simple to try out modern computer vision models like ResNet, Eff...read more

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Computer Vision

AI-ML-DS With Python

Last Updated: 18 July 2025

Mobile Former is a cutting-edge neural network architecture that bridges the efficiency of MobileNet style convolutions with the global context modeling power of Transform...read more

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Computer Vision

AI-ML-DS With Python

Local Feature Matching with Transformers (LoFTR)

Last Updated: 14 July 2025

Local Feature Matching with Transformers (LoFTR)is a cutting-edge approach in computer vision for establishing correspondences between images a foundational operation for ...read more

Computer Vision

AI-ML-DS With Python

Last Updated: 15 July 2025

ConvNeXtis a modern convolutional neural network (CNN) architecture that reimagines classic CNNs by integrating successful design elements from Vision Transformers (ViTs)....read more

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Computer Vision

AI-ML-DS With Python

Structure from Motion

Last Updated: 12 July 2025

Structure from Motion (SfM)is a computer vision technique that reconstructs the three dimensional (3D) structure of a scene from a set of two-dimensional (2D) images taken...read more

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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

Last Updated: 11 July 2025

Xception is a short form for Extreme Inception which is a deep convolutional neural network(CNN) architecture designed to improve upon the original Inception model. It rep...read more

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Computer Vision

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

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

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

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

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

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

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