Open Source Libs
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Open Source Libraries
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Machine Learning
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Convolution
72 Open Source Convolution Software Projects
Free and open source convolution code projects including engines, APIs, generators, and tools.
Jounce Surge
4780 ⭐
A Swift library that uses the Accelerate framework to provide high-performance functions for matrix math, digital signal processing, and image manipulation.
Mnn
4695 ⭐
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
Disintegration Imaging
3316 ⭐
Imaging is a simple image processing package for Go
Capsgnn
925 ⭐
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
Tusimple Duc
554 ⭐
Understanding Convolution for Semantic Segmentation
Conditional Pixelcnn Decoder
470 ⭐
Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network
Libxsmm
485 ⭐
Library targeting Intel Architecture for specialized dense and sparse matrix operations, and deep learning primitives.
Numpycnn
388 ⭐
Building Convolutional Neural Networks From Scratch using NumPy
Sota Py
378 ⭐
A discrete-time Python-based solver for the Stochastic On-Time Arrival routing problem
Convnetsharp
380 ⭐
Deep Learning in C#
Dsp Theory
353 ⭐
Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.
Massiv
322 ⭐
Efficient Haskell Arrays featuring Parallel computation
Jaxony Shufflenet
254 ⭐
ShuffleNet in PyTorch. Based on https://arxiv.org/abs/1707.01083
Skimcaffe
231 ⭐
Caffe for Sparse Convolutional Neural Network
Image JS
191 ⭐
Image processing and manipulation in JavaScript
Convolve
189 ⭐
Simple demonstration of separable convolutions
Numforge Laser
178 ⭐
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
Wichtounet Etl
176 ⭐
Expression Templates Library (ETL) with GPU support
Sparse Winograd Cnn
150 ⭐
Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)
Pyeco
142 ⭐
python implementation of efficient convolution operators for tracking
Fc Densenet Tensorflow
114 ⭐
Fully Convolutional DenseNet (A.K.A 100 layer tiramisu) for semantic segmentation of images implemented in TensorFlow.
Jamesdspmanager
119 ⭐
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.
Vkfft
423 ⭐
Vulkan Fast Fourier Transform library
Psconv
104 ⭐
[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer
Angus924 Rocket
110 ⭐
ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels
Pynq Dl
82 ⭐
Xilinx Deep Learning IP
Doggie
75 ⭐
A Cross-platform Library for Swift
Pyspeechrev
69 ⭐
This python code performs an efficient speech reverberation starting from a dataset of close-talking speech signals and a collection of acoustic impulse responses.
Shellnet
66 ⭐
ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics
Pytsetlinmachine
63 ⭐
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
68 ⭐
Pytorch implementation of "An intriguing failing of convolutional neural networks and the CoordConv solution" - https://arxiv.org/abs/1807.03247
Spark Convolution Patch
58 ⭐
Convolution and other super-patches (blur, sharpen)
Active Convolution
56 ⭐
Active Convolution
Cnn For Bearing Fault Diagnosis
49 ⭐
CNN applied to bearing signals for analysis
Image_filter
47 ⭐
Commonly used image filters. :earth_americas: 包罗常见的图像滤波器。
Anomaly_detection
45 ⭐
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.
Ragavvenkatesan Yann
41 ⭐
This toolbox is support material for the book on CNN (http://www.convolution.network).
Convolutional Tsetlin Machine Tutorial
36 ⭐
Tutorial on the Convolutional Tsetlin Machine
Zikichombo Dsp
33 ⭐
DSP and filtering library
Cnn_np
30 ⭐
使用numpy构建cnn复习深度学习知识
Canvas Img Process
31 ⭐
html5 canvas image process ( 3*3 kernel ) canvas卷积核测试 canvas图片后期
Susa
30 ⭐
High Performance Computing (HPC) and Signal Processing Framework
Riconv
32 ⭐
Rotation Invariant Convolutions for 3D Point Clouds Deep Learning
Tensorflow Convolution Models
24 ⭐
Gowtham1729 Image Processing
28 ⭐
Image Processing Toolbox in Verilog using Basys3 FPGA
Pytsetlinmachinecuda
30 ⭐
Massively Parallel and Asynchronous Architecture for Logic-based AI
Dcgan For Psychonauts
23 ⭐
Use DCGAN to create trippy videos
Dilated Convolutional Layer Implementation
22 ⭐
An implementation of dilated convolutional layer based on Darknet Architecture
Fp23fftk
23 ⭐
Floating point Forward/Inverse Fast Fourier Transform (FFT) IP-core for newest Xilinx FPGAs (Source lang. - VHDL).
Websight
20 ⭐
Aiding the visually impaired through real time augmented reality, AI object detection, WebGL shaders effects such as edge detection, and colour adjustments.
Pytsetlinmachineparallel
22 ⭐
Multi-threaded implementation of the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features and multigranularity.
Deep Scite
19 ⭐
:rowboat: A simple recommendation engine (by way of convolutions and embeddings) written in TensorFlow
Coursera Ng Convolutional Neural Networks
21 ⭐
Numpy_ltspice_filter
20 ⭐
A python module for seamless integration of analog filters designed in LTspice into Python3/Numpy signal processing projects.
Cnn Convoluter
40 ⭐
An interactive player for CNN convolution
Pytorch Extension Convolution
17 ⭐
An example of C++ extension for PyTorch.
Hybridreverb2
21 ⭐
Reverb effect using hybrid impulse convolution
Keras Text Classification
14 ⭐
CNN text classification using keras
Cr33zz 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_).
Snlpatel001213 Algorithmia
14 ⭐
Coordconv Implementation
12 ⭐
TensorFlow implementation of CoordConv Layer introduced by UBER
Latte
11 ⭐
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.
Octconv
13 ⭐
Octave Convolution Implementation in PyTorch
Convolutionbuildingblocks
12 ⭐
GEMM and Winograd based convolutions using CUTLASS
Libprofit
11 ⭐
A C++ library that produces images based on different luminosity profiles
Localfilters.jl
10 ⭐
Multi-dimensional local filters (convolution, mathematical morphology, etc.) for Julia.
Image Processing In Physics
10 ⭐
Graduate Level Course of Technical University of Munich
Bandlimited Cnns
11 ⭐
Band-limited Training and Inference for Convolutional Neural Networks
Texturesegmentation
10 ⭐
Pytorch_convnd
10 ⭐
Functional N-dimensional convolution in Pytorch, recursively calling convNd until reaching conv3d.
Jdsp
15 ⭐
A Java Library for Digital Signal Processing
Null
11 ⭐
An implementation of the original "ResNet" paper in Pytorch