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image-convolution

Here are 25 public repositories matching this topic...

dembasowfr / multithread-image-convolution-cpp-openmp

This project involves performing a valid convolution on a 300x300 image using a 5x5 kernel (stride 1) with multithreading. The goal is to efficiently apply the convolution filter using multiple threads and display the results on a histogram graph. The implementation ensures thread safety and utilizes OpenMP for parallelization.

openmp image-processing multi-thread image-convolution image-filtering multithread-convolution multithread-image-convolution

Updated Jul 31, 2024
C++

KaleabTessera / Image-Convolution-Using-CUDA-C

Image Convolution Using CUDA C

c kernel cuda convolution image-convolution

Updated Apr 19, 2018
C

manoelmms / ImageConvolution

Image Convolution in Python and C

image concurrency comparison concurrent-programming convolution image-convolution parallel-programming convolution-filter

Updated Sep 13, 2024
Jupyter Notebook

luke-wz-wang / Parallel-Image-Process-Sys

Parallel image processing system with pipeline workers

golang image-convolution parallel-programming

Updated Jun 12, 2020
Go

Vivek-Tate / Performance-Analysis-of-Parallel-Computing-Algorithms-using-CUDA-and-OpenMP

This is an academic experiment comparing CPU and GPU performance using CUDA and OpenMP. It involves implementing three algorithms: Standard Deviation Calculation, Image Convolution, and Histogram-Based Data Structure, optimised for parallel execution to demonstrate performance improvements on different hardware architectures.

openmp parallel-computing cuda data-structures performance-analysis experiments cpu-monitoring image-convolution standard-deviation gpu-monitoring gpu-parallelization

Updated Jun 29, 2024
Cuda

ak7n14 / Computer-Vision

Comp3207

machine-learning computer-vision neural-network feature-extraction face-detection kmeans-clustering image-convolution

Updated Nov 19, 2017
Java

fabdea95 / Calcolo-Distribuito-distributed-computing-

projects for the course of "Calcolo Distribuito e sistemi ad alte prestazioni" at Unipg (Università degli studi di Perugia) - 2019

parallel-computing image-convolution

Updated Nov 16, 2020
C

uzairahmednasir / image-filters-convolution

image filters using convolution operations and mathematical kernels

linear-algebra julia-language image-processing image-convolution image-filtering numerical-computing image-kernels

Updated Jul 13, 2023
Julia

KHvic / Image-Convolution-GPU-vs-CPU

Real-time comparison of FPS when using GPU vs CPU for image convolution on your machine.

gpu-computing image-convolution

Updated Jul 12, 2018
JavaScript

Hybrid-Images

signerebassoo / Hybrid-Images

Hybrid image generation from low- and high-pass filters utilising OpenIMAJ.

computer-vision image-convolution

Updated Mar 17, 2021
Java

tcutler96 / Image-Convolutions

Implements various image processing techniques in Python, involving kernel convolutions and edge detection.

image-processing edge-detection image-convolution image-kernel

Updated Oct 23, 2020
Python

abhijeet-13 / CNN_Conv_Utils

Efficient 2D convolution utils with large compute to data-movement ratio, by using run-time indexing on maintained operation lineage

cplusplus convolutional-neural-networks image-convolution

Updated Sep 6, 2018
C++

488Ques / imgproc

Image convolution written in Racket

racket image-processing image-convolution

Updated Jan 22, 2022
Racket

mattiaferrarini / Image-Convolutions

A website to play around with image convolutions.

convolution image-convolution

Updated Jul 9, 2024
JavaScript

sshekh / conv-filters

Example of convolutional filters on images

cpp image-processing convolutional-layers image-convolution

Updated Sep 8, 2021
C++

UpasanaGhosh / UB-CSE-573-Computer-Vision-and-Image-Processing

The projects are a part of the course CSE-573 : Computer Vision and Image Processing, that I had taken up for Fall 2019 at the University at Buffalo.

template-matching computer-vision image-stitching image-convolution image-denoising k-means-clustering university-at-buffalo cse573 ransac-algorithm cse-573

Updated Jan 19, 2020
Python

jasrodis / mpi-image-convolution

Parallel systems university project

mpi parallel-computing image-convolution

Updated Oct 23, 2018
C

guerrantif / EfficientConvolution

Implementation of an efficient convolution between 3D tensors and 4D tensors.

kernel cpp high-performance modern-cpp thread parallel-computing multithreading convolution image-convolution parallel-programming

Updated Nov 11, 2021
C++

sichkar-valentyn / Image_processing_in_Python

Image processing in Python. Reading, converting to different formats, implementing filtering, convolving images, detecting edges, cropping and resizing images

image-processing edge-detection rgb-colors image-crop image-convolution image-resize grayscale-images filter-image greyscale-image

Updated Dec 31, 2020
Python

Ventsislav-Yordanov / Math-Concepts-for-Developers

This repository contains a solutions for the exercises in the "Math Concepts For Developers" course at SoftUni .

Updated Dec 17, 2017
Jupyter Notebook

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