The Top 36 Convolution Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 36 Convolution Open Source Projects

Categories > Machine Learning > Convolution

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

Surge ⭐ 4,857

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

Imaging ⭐ 3,612

Imaging is a simple image processing package for Go

Capsgnn ⭐ 1,031

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

Vulkan/CUDA/HIP/OpenCL Fast Fourier Transform library

Tusimple Duc ⭐ 570

Understanding Convolution for Semantic Segmentation

Libxsmm ⭐ 528

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

Conditional Pixelcnn Decoder ⭐ 481

Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network

Dsp Theory ⭐ 451

Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.

Numpycnn ⭐ 443

Building Convolutional Neural Networks From Scratch using NumPy

Convnetsharp ⭐ 389

Deep Learning in C#

Sota Py ⭐ 382

A discrete-time Python-based solver for the Stochastic On-Time Arrival routing problem

Efficient Haskell Arrays featuring Parallel computation

Shufflenet ⭐ 263

ShuffleNet in PyTorch. Based on https://arxiv.org/abs/1707.01083

Image Js ⭐ 249

Image processing and manipulation in JavaScript

Skimcaffe ⭐ 231

Caffe for Sparse Convolutional Neural Network

Convolve ⭐ 201

Simple demonstration of separable convolutions

The HPC toolbox: fused matrix multiplication, convolution, data-parallel strided tensor primitives, OpenMP facilities, SIMD, JIT Assembler, CPU detection, state-of-the-art vectorized BLAS for floats and integers

Blazing-fast Expression Templates Library (ETL) with GPU support, in C++

ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels

Sparse Winograd Cnn ⭐ 156

Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)

python implementation of efficient convolution operators for tracking

[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

Jamesdspmanager ⭐ 139

Audio DSP effects build on Android system framework layer. This is a repository contains a pack of high quality DSP algorithms specialized for audio processing.

Xilinx Deep Learning IP

Pytsetlinmachine ⭐ 82

Implements the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, Weighted Tsetlin Machine, and Embedding Tsetlin Machine, with support for continuous features, multigranularity, and clause indexing

Multiplatform scientific computing for Dart

Fft Conv Pytorch ⭐ 76

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

Convolution Vision Transformers ⭐ 75

PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers

Pyspeechrev ⭐ 74

This python code performs an efficient speech reverberation starting from a dataset of close-talking speech signals and a collection of acoustic impulse responses.

Coordconv ⭐ 73

Pytorch implementation of "An intriguing failing of convolutional neural networks and the CoordConv solution" - https://arxiv.org/abs/1807.03247

Active Convolution ⭐ 56

Active Convolution

Anomaly_detection ⭐ 51

This is a times series anomaly detection algorithm, implemented in Python, for catching multiple anomalies. It uses a moving average with an extreme student deviate (ESD) test to detect anomalous points.

This toolbox is support material for the book on CNN (http://www.convolution.network).

Image Processing ⭐ 37

Image Processing Toolbox in Verilog using Basys3 FPGA

Canvas Img Process ⭐ 31

html5 canvas image process ( 3*3 kernel ) canvas卷积核测试 canvas图片后期

1-36 of 36 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210