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The Top 36 Convolution Open Source Projects
Categories
>
Machine Learning
>
Convolution
Mnn
⭐
5,579
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).
Vkfft
⭐
618
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
Massiv
⭐
328
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
Laser
⭐
197
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
⭐
190
Blazing-fast Expression Templates Library (ETL) with GPU support, in C++
Rocket
⭐
170
ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels
Sparse Winograd Cnn
⭐
156
Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)
Pyeco
⭐
151
python implementation of efficient convolution operators for tracking
Psconv
⭐
144
[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.
Pynq Dl
⭐
84
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
Scidart
⭐
77
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.
Yann
⭐
41
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
All Projects
Application Programming Interfaces
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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