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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
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📦 181
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📦 72
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📦 79
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📦 30
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📦 48
Community
📦 81
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📦 60
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📦 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
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Hardware
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Libraries
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Lists Of Projects
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Machine Learning
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Mathematics
📦 55
Media
📦 228
Messaging
📦 97
Networking
📦 304
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Operations
📦 120
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📦 52
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📦 229
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📦 26
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📦 68
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📦 57
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📦 127
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📦 45
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📦 131
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📦 310
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📦 465
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📦 29
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📦 68
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📦 38
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📦 25
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📦 194
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