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The Top 37 Convolution Open Source Projects

Categories > Machine Learning > Convolution
Mnn ⭐ 5,934
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
Surge ⭐ 4,919
A Swift library that uses the Accelerate framework to provide high-performance functions for matrix math, digital signal processing, and image manipulation.
Imaging ⭐ 3,845
Imaging is a simple image processing package for Go
Capsgnn ⭐ 1,066
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
Vkfft ⭐ 708
Vulkan/CUDA/HIP/OpenCL Fast Fourier Transform library
Libxsmm ⭐ 569
Library for specialized dense and sparse matrix operations, and deep learning primitives.
Tusimple Duc ⭐ 568
Understanding Convolution for Semantic Segmentation
Dsp Theory ⭐ 494
Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.
Conditional Pixelcnn Decoder ⭐ 482
Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network
Numpycnn ⭐ 455
Building Convolutional Neural Networks From Scratch using NumPy
Convnetsharp ⭐ 400
Deep Learning in C#
Sota Py ⭐ 381
A discrete-time Python-based solver for the Stochastic On-Time Arrival routing problem
Massiv ⭐ 335
Efficient Haskell Arrays featuring Parallel computation
Image Js ⭐ 288
Image processing and manipulation in JavaScript
Shufflenet ⭐ 265
ShuffleNet in PyTorch. Based on https://arxiv.org/abs/1707.01083
Skimcaffe ⭐ 233
Caffe for Sparse Convolutional Neural Network
Laser ⭐ 205
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
Convolve ⭐ 203
Simple demonstration of separable convolutions
Etl ⭐ 191
Blazing-fast Expression Templates Library (ETL) with GPU support, in C++
Rocket ⭐ 188
ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels
Fft Conv Pytorch ⭐ 171
Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.
Sparse Winograd Cnn ⭐ 164
Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)
Pyeco ⭐ 157
python implementation of efficient convolution operators for tracking
Conformer ⭐ 157
PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)
Psconv ⭐ 150
[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer
Jamesdspmanager ⭐ 147
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.
Convolution Vision Transformers ⭐ 135
PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers
Pytsetlinmachine ⭐ 90
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
Coordconv ⭐ 88
Pytorch implementation of "An intriguing failing of convolutional neural networks and the CoordConv solution" - https://arxiv.org/abs/1807.03247
Pynq Dl ⭐ 87
Xilinx Deep Learning IP
Scidart ⭐ 86
Multiplatform scientific computing for Dart
Pyspeechrev ⭐ 77
This python code performs an efficient speech reverberation starting from a dataset of close-talking speech signals and a collection of acoustic impulse responses.
Active Convolution ⭐ 57
Active Convolution
Anomaly_detection ⭐ 53
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.
Image Processing ⭐ 47
Image Processing Toolbox in Verilog using Basys3 FPGA
Yann ⭐ 42
This toolbox is support material for the book on CNN (http://www.convolution.network).
Canvas Img Process ⭐ 32
html5 canvas image process ( 3*3 kernel ) canvas卷积核测试 canvas图片后期
1-37 of 37 projects
Advertising 📦 10
All Projects
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
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
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