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The Top 200 Convolution Open Source Projects on Github

Categories > Machine Learning > Convolution
Mnn ⭐ 6,260
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
Surge ⭐ 4,808
A Swift library that uses the Accelerate framework to provide high-performance functions for matrix math, digital signal processing, and image manipulation.
Imaging ⭐ 3,411
Imaging is a simple image processing package for Go
Capsgnn ⭐ 1,079
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
Vkfft ⭐ 784
Vulkan/CUDA/HIP/OpenCL Fast Fourier Transform library
Libxsmm ⭐ 589
Library for specialized dense and sparse matrix operations, and deep learning primitives.
Tusimple Duc ⭐ 575
Understanding Convolution for Semantic Segmentation
Dsp Theory ⭐ 569
Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.
Conditional Pixelcnn Decoder ⭐ 470
Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network
Numpycnn ⭐ 451
Building Convolutional Neural Networks From Scratch using NumPy
Sota Py ⭐ 376
A discrete-time Python-based solver for the Stochastic On-Time Arrival routing problem
Convnetsharp ⭐ 362
Deep Learning in C#
Massiv ⭐ 342
Efficient Haskell Arrays featuring Parallel computation
Image Js ⭐ 319
Image processing and manipulation in JavaScript
Shufflenet ⭐ 251
ShuffleNet in PyTorch. Based on https://arxiv.org/abs/1707.01083
Conformer ⭐ 229
PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)
Skimcaffe ⭐ 227
Caffe for Sparse Convolutional Neural Network
Fft Conv Pytorch ⭐ 207
Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.
Laser ⭐ 191
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
Etl ⭐ 175
Expression Templates Library (ETL) with GPU support
Convolve ⭐ 171
Simple demonstration of separable convolutions
Sparse Winograd Cnn ⭐ 163
Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)
Jamesdspmanager ⭐ 158
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.
Pyeco ⭐ 133
python implementation of efficient convolution operators for tracking
Rocket ⭐ 132
ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels
Convolution Vision Transformers ⭐ 110
PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers
Fc Densenet Tensorflow ⭐ 103
Fully Convolutional DenseNet (A.K.A 100 layer tiramisu) for semantic segmentation of images implemented in TensorFlow.
Doggie ⭐ 97
A Cross-platform Library for Swift
Pytsetlinmachine ⭐ 92
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
Scidart ⭐ 86
Multiplatform scientific computing for Dart
Pynq Dl ⭐ 85
Xilinx Deep Learning IP
Nonuniformblur ⭐ 82
Authors' personal implementation of my SIGGRAPH Asia 2019 Technical Briefs (The Power of Box Filters: Real-time Approximation to Large Convolution Kernel by Box-filtered Image Pyramid) demo I (just for reference). A very fast approximation to large-kernel Gaussian blur with nonuniform blur radii, by making use of box-filtered mip maps V-cycle (theoratically related to Haar wavelet tranforms). The mathematical model can be found in the PDF file.
Coordconv ⭐ 81
Pytorch implementation of "An intriguing failing of convolutional neural networks and the CoordConv solution" - https://arxiv.org/abs/1807.03247
Jdsp ⭐ 76
A Java Library for Digital Signal Processing
Minirocket ⭐ 76
MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification
Cnn Convoluter ⭐ 68
An interactive player for CNN convolution
Pyspeechrev ⭐ 62
This python code performs an efficient speech reverberation starting from a dataset of close-talking speech signals and a collection of acoustic impulse responses.
Spark Convolution Patch ⭐ 61
Convolution and other super-patches (blur, sharpen)
Shellnet ⭐ 58
ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics
Active Convolution ⭐ 55
Active Convolution
Convolutional Tsetlin Machine Tutorial ⭐ 44
Tutorial on the Convolutional Tsetlin Machine
Image_filter ⭐ 44
Commonly used image filters. 🌎 包罗常见的图像滤波器。
Yann ⭐ 42
This toolbox is support material for the book on CNN (http://www.convolution.network).
Cnn For Bearing Fault Diagnosis ⭐ 40
CNN applied to bearing signals for analysis
Anomaly_detection ⭐ 39
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.
Susa ⭐ 38
High Performance Computing (HPC) and Signal Processing Framework
Irradiancemap ⭐ 38
Authors' implementation of my SIGGRAPH Asia 2019 Technical Briefs (The Power of Box Filters: Real-time Approximation to Large Convolution Kernel by Box-filtered Image Pyramid) demo II (just for reference). Real-time dynamic irradiance mapping.
Pytsetlinmachinecuda ⭐ 34
Massively Parallel and Asynchronous Architecture for Logic-based AI
Dsp ⭐ 33
DSP and filtering library
Pytsetlinmachineparallel ⭐ 31
Multi-threaded implementation of the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features and multigranularity.
Cnn_np ⭐ 30
使用numpy构建cnn复习深度学习知识
Image Processing ⭐ 29
Image Processing Toolbox in Verilog using Basys3 FPGA
Canvas Img Process ⭐ 28
html5 canvas image process ( 3*3 kernel ) canvas卷积核测试 canvas图片后期
Psconv ⭐ 28
[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer
Tensorflow Convolution Models ⭐ 25
Dcgan For Psychonauts ⭐ 24
Use DCGAN to create trippy videos
Pytorch Extension Convolution ⭐ 24
An example of C++ extension for PyTorch.
Hybridreverb2 ⭐ 23
Reverb effect using hybrid impulse convolution
Numpy_ltspice_filter ⭐ 22
A python module for seamless integration of analog filters designed in LTspice into Python3/Numpy signal processing projects.
Fp23fftk ⭐ 22
Floating point Forward/Inverse Fast Fourier Transform (FFT) IP-core for newest Xilinx FPGAs (Source lang. - VHDL).
Dilated Convolutional Layer Implementation ⭐ 21
An implementation of dilated convolutional layer based on Darknet Architecture
Deep Scite ⭐ 20
🚣 A simple recommendation engine (by way of convolutions and embeddings) written in TensorFlow
Websight ⭐ 20
Aiding the visually impaired through real time augmented reality, AI object detection, WebGL shaders effects such as edge detection, and colour adjustments.
Riconv ⭐ 20
Rotation Invariant Convolutions for 3D Point Clouds Deep Learning
Coursera Ng Convolutional Neural Networks ⭐ 17
Igemmgen ⭐ 16
Code generator for implicit gemm algorithm for amdgpu.
Neuro ⭐ 14
C# implementation of neural networks library. Contains basic types of layers (dense, convolution, pooling, flatten). Supports single CPU, Multi-CPU and GPU tensor operations (using ManagedCUDA). This project is no longer developed, since I ported it to C++ and greatly expanded (Neuro_).
Algorithmia ⭐ 14
Localfilters.jl ⭐ 12
Multi-dimensional local filters (convolution, mathematical morphology, etc.) for Julia.
Latte ⭐ 12
Latte is a convolutional neural network (CNN) inference engine written in C++ and uses AVX to vectorize operations. The engine runs on Windows 10, Linux and macOS Sierra.
Nanograd ⭐ 12
A lightweight deep learning framework
Octconv ⭐ 11
Octave Convolution Implementation in PyTorch
Coordconv Implementation ⭐ 10
TensorFlow implementation of CoordConv Layer introduced by UBER
Keras Text Classification ⭐ 10
CNN text classification using keras
Libprofit ⭐ 10
A C++ library that produces images based on different luminosity profiles
Deepexperiments ⭐ 9
TensorFlow/Keras experiments on computer vision and natural language processing
Texturesegmentation ⭐ 9
Bandlimited Cnns ⭐ 8
Band-limited Training and Inference for Convolutional Neural Networks
Directconvolution.jl ⭐ 8
Direct Convolution (no FFT) in Julia
Openvino Model Division And Simple Custom Layer ⭐ 8
Demonstrates how to divide a DL model into multiple IR model files (division) and introduce a simplest way to implement a custom layer works with OpenVINO IR models.
Python Conv Lib ⭐ 7
A lightweight library to do for-loop-styled convolution passes on your iterable objects (e.g.: on a list). Note: this is not a convolution, it is about exposing what would the kernel pass on in the first place in your loops.
Image Conv ⭐ 7
Rust library for image convolution.
Resnet ⭐ 7
An implementation of the original "ResNet" paper in Pytorch
Computationalneuroscience ⭐ 7
Tutorial Series for Spiking Neural Networks 🔥
Machinelearningalgos ⭐ 7
Personal reimplementation of some ML algorithms for learning purposes
Periodicity Research ⭐ 7
The research of accuracy of searching cycles methods in symbolic sequences (time series) with presence of random noises.
Simplefilter ⭐ 6
Python module for image convolution and ML classification.
Computer Vision Course Assignments ⭐ 6
Canny Edge Detection, Eigen Faces Face Recognition Algorithm, Applying Sobel Filter, Hough Lines, Harris Corner Detection as a Feature, Image Manipulation
Grouped3dconvpytorch ⭐ 6
Implementation of grouped 3D convolutions (with backward) in Tensor Comprehensions.
Improving_per_esti_for_fpga Based_acc_for_cnns Arc2020 ⭐ 6
A codebase accompanying the paper "Improving Performance Estimation for FPGA-based Accelerators for Convolutional Neural Networks", by Ferianc et al. presented at ARC'2020
Zconvo.lv2 ⭐ 6
Zero Config Convolver
2dconv Fpga ⭐ 6
A 2D convolution hardware implementation written in Verilog
Convst ⭐ 6
Implementation of the Convolutional Shapelet Transform algorithm along with interpretability tools. Documentation is WIP on read the docs.
Image Processing In Physics ⭐ 5
Graduate Level Course of Technical University of Munich
Semanticsegmentation ⭐ 5
Licpy ⭐ 5
Convolutioncalculator ⭐ 5
The process of convolution based on the values entered and creating a graph of it.🖩
Good_guys ⭐ 5
Foundational building blocks of Deep Neural Networks
Cmf.jl ⭐ 5
Convolutive Matrix Factorization in Julia
Tf Approximate ⭐ 5
Approximate layers - TensorFlow extension
1-100 of 200 projects
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
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