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The Top 23 Convolution Open Source Projects

Open source projects categorized as Convolution

Categories > Machine Learning > Convolution

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Numpy Ml ⭐ 14,162

Machine learning, in numpy

total releases 3most recent commit 2 years ago

Surge ⭐ 5,113

A Swift library that uses the Accelerate framework to provide high-performance functions for matrix math, digital signal processing, and image manipulation.

total releases 8most recent commit 2 years ago

Imaging ⭐ 4,837

Imaging is a simple image processing package for Go

dependent packages 1,113total releases 19most recent commit 2 years ago

Spektral ⭐ 2,317

Graph Neural Networks with Keras and Tensorflow 2.

dependent packages 6total releases 34most recent commit a year ago

pypi spektral} Downloads

Semantic Segmentation Suite ⭐ 2,311

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

most recent commit 4 years ago

Sparseconvnet ⭐ 1,956

Submanifold sparse convolutional networks

total releases 2most recent commit a year ago

Fb.resnet.torch ⭐ 1,945

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

most recent commit 6 years ago

3dunetcnn ⭐ 1,750

Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

most recent commit a year ago

Kuiperinfer ⭐ 1,706

带你从零实现一个高性能的深度学习推理库，支持Unet、Yolov5、Resnet等模型的推理。Imp a high-performance deep learning inference library step by step

most recent commit a year ago

Tensorflow Resnet ⭐ 1,519

ResNet model in TensorFlow

most recent commit 7 years ago

Spconv ⭐ 1,504

Spatial Sparse Convolution Library

total releases 38most recent commit 2 years ago

Grenade ⭐ 1,430

Deep Learning in Haskell

total releases 1most recent commit 2 years ago

Vkfft ⭐ 1,394

Vulkan/CUDA/HIP/OpenCL/Level Zero/Metal Fast Fourier Transform library

most recent commit a year ago

most recent commit 7 years ago

Capsgnn ⭐ 1,180

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

most recent commit 2 years ago

Arbitrary Image Stylization Tfjs ⭐ 1,071

Arbitrary style transfer using TensorFlow.js

most recent commit 3 years ago

Captainblackboard ⭐ 1,047

船长关于机器学习、计算机视觉和工程技术的总结和分享

most recent commit 2 years ago

Simplecvreproduction ⭐ 1,021

Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.

most recent commit 2 years ago

Torchsparse ⭐ 998

TorchSparse: Efficient Training and Inference Framework for Sparse Convolution on GPUs.

total releases 2most recent commit a year ago

Dl Workshop Series ⭐ 935

Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)

most recent commit 2 years ago

Deformable Convolution V2 Pytorch ⭐ 916

Deformable ConvNets V2 (DCNv2) in PyTorch

most recent commit 4 years ago

Cnn Watermark Removal ⭐ 911

Fully convolutional deep neural network to remove transparent overlays from images

most recent commit 4 years ago

Libxsmm ⭐ 871

Library for specialized dense and sparse matrix operations, and deep learning primitives.

dependent packages 1total releases 7most recent commit a month ago

The 10 Most Depended On Convolution Open Source Projects

Imaging ⭐ 4,837

Imaging is a simple image processing package for Go

dependent packages 1,113total releases 19latest release December 18, 2020most recent commit 2 years ago

Pytorch_spline_conv ⭐ 160

Implementation of the Spline-Based Convolution Operator of SplineCNN in PyTorch

dependent packages 17total releases 13latest release February 22, 2021most recent commit 2 years ago

pypi torch-spline-conv} Downloads

dependent packages 12total releases 14latest release October 12, 2016most recent commit 5 years ago

npm ml-fft} Downloads

Savitzky Golay Generalized ⭐ 10

General Least-Squares Smoothing and Differentiation by the Convolution (Savitzky-Golay) Method Peter A. Gorry

dependent packages 10total releases 14latest release February 25, 2022most recent commit 3 years ago

npm ml-savitzky-golay-generalized} Downloads

Convolution ⭐ 8

Convolution using the FFT or direct algorithm.

dependent packages 8total releases 6latest release April 15, 2019most recent commit 2 years ago

npm ml-convolution} Downloads

Spektral ⭐ 2,317

Graph Neural Networks with Keras and Tensorflow 2.

dependent packages 6total releases 34latest release June 01, 2023most recent commit a year ago

pypi spektral} Downloads

Convolution-type Smoothed Quantile Regression

dependent packages 5total releases 10latest release March 06, 2023most recent commit 2 years ago

Convnetsharp ⭐ 362

Deep Learning in C#

dependent packages 4total releases 20latest release February 12, 2020most recent commit 5 years ago

nuget Cognitio.ConvNetSharp.Core} Downloads

Drop-in autodiff for NumPy.

dependent packages 3total releases 24latest release January 01, 2022most recent commit 2 years ago

pypi mygrad} Downloads

E(2)-Equivariant CNNs Library for Pytorch

dependent packages 2total releases 11latest release October 21, 2021most recent commit 2 years ago

pypi e2cnn} Downloads

The 10 Latest Releases In Convolution Open Source Projects

Imaging is a simple image processing package for Go

total releases 7latest release October 20, 2023most recent commit 2 years ago

Fft Conv Pytorch ⭐ 383

Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.

total releases 8latest release September 28, 2023most recent commit 2 years ago

Implementation of the Random Dilated Shapelet Transform algorithm along with interpretability tools. ReadTheDocs documentation is not up to date with the current version for now.

dependent packages 1total releases 18latest release August 03, 2023most recent commit a year ago

pypi convst} Downloads

Convolutions and more as einsum for PyTorch

total releases 1latest release July 03, 2023most recent commit 2 years ago

Spektral ⭐ 2,317

Graph Neural Networks with Keras and Tensorflow 2.

dependent packages 6total releases 34latest release June 01, 2023most recent commit a year ago

pypi spektral} Downloads

Convolution-type Smoothed Quantile Regression

dependent packages 5total releases 10latest release March 06, 2023most recent commit 2 years ago

Implements the Tsetlin Machine, Coalesced Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features, drop clause, Type III Feedback, focused negative sampling, multi-task classifier, autoencoder, literal budget, and one-vs-one multi-class classifier. TMU is written in Python with wrappers for C and CUDA-based clause evaluation and updating.

total releases 37latest release January 11, 2023most recent commit 2 years ago

Indexedconv ⭐ 15

Code for the indexed convolution

dependent packages 1total releases 7latest release November 04, 2022most recent commit 3 years ago

pypi IndexedConv} Downloads

Ocl Convolution ⭐ 8

OpenCL-accelerated 2D convolutions

total releases 3latest release July 30, 2022most recent commit 2 years ago

Spconv ⭐ 1,504

Spatial Sparse Convolution Library

total releases 38latest release June 11, 2022most recent commit 2 years ago

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