All Categories → Machine Learning → convolution

Top 49 convolution open source projects

Image Js

Image processing and manipulation in JavaScript

✭ 241

javascript nodejs image-processing image image-analysis convolution

Skimcaffe

Caffe for Sparse Convolutional Neural Network

✭ 230

caffe intel convolution pruning

Convolve

Simple demonstration of separable convolutions

✭ 198

python cython html convolution complex-numbers

Laser

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

✭ 191

nim assembler deep-learning parallel simd jit high-performance-computing tensor convolution openmp blas

Etl

Blazing-fast Expression Templates Library (ETL) with GPU support, in C++

✭ 190

cpp cpp11 cpp14 performance gpu matrix cpu convolution

Rocket

ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels

✭ 163

python random convolution scalable

Sparse Winograd Cnn

Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)

✭ 156

python tensorflow convolutional-neural-networks convolution

Pyeco

python implementation of efficient convolution operators for tracking

✭ 150

python mxnet operator convolution efficient

Psconv

[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

✭ 138

python pytorch object-detection instance-segmentation convolution

Jamesdspmanager

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.

✭ 136

java c android audio dynamic dsp effects convolution

Pynq Dl

Xilinx Deep Learning IP

✭ 84

convolutional-neural-networks vhdl resize convolution

Pytsetlinmachine

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

✭ 80

c machine-learning classification regression convolution

Pyspeechrev

This python code performs an efficient speech reverberation starting from a dataset of close-talking speech signals and a collection of acoustic impulse responses.

✭ 74

python speech-recognition convolution

Scidart

Multiplatform scientific computing for Dart

✭ 73

dart hacktoberfest flutter scientific-computing scipy convolution

Coordconv

Pytorch implementation of "An intriguing failing of convolutional neural networks and the CoordConv solution" - https://arxiv.org/abs/1807.03247

✭ 72

jupyter-notebook deep-learning pytorch computer-vision convolution

Fft Conv Pytorch

Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.

✭ 65

python python3 pytorch image-processing neural-networks convolution

Active Convolution

✭ 56

deeplearning caffe convolution

Anomaly detection

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.

✭ 50

jupyter-notebook timeseries anomaly-detection convolution

Capsgnn

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

✭ 1,008

python deep-learning machine-learning pytorch tensorflow research sklearn convolution capsule-network

Yann

This toolbox is support material for the book on CNN (http://www.convolution.network).

✭ 41

jupyter-notebook neural-network convolutional-neural-networks neural-networks cnn generative-adversarial-network theano convolution

Canvas Img Process

html5 canvas image process ( 3*3 kernel ) canvas卷积核测试 canvas图片后期

✭ 31

javascript vue demo html5 canvas kernel convolution

Image Processing

Image Processing Toolbox in Verilog using Basys3 FPGA

✭ 31

python python3 verilog fpga vhdl convolution pixel brightness

Mnn

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

✭ 6,284

C++c assembly python Objective-C++Cuda deep-learning machine-learning deep-neural-networks arm vulkan ml convolution embedded-devices mnn winograd-algorithm

Vkfft

Vulkan Fast Fourier Transform library

✭ 594

vulkan hpc fft convolution

Tusimple Duc

Understanding Convolution for Semantic Segmentation

✭ 567

python deep-learning deep-neural-networks semantic-segmentation mxnet convolution cityscapes

Surge

A Swift library that uses the Accelerate framework to provide high-performance functions for matrix math, digital signal processing, and image manipulation.

✭ 4,945

swift math matrix dsp fft convolution trigonometry arithmetic accelerate

Libxsmm

Library for specialized dense and sparse matrix operations, and deep learning primitives.

✭ 518

c fortran machine-learning matrix vector simd jit intel sse tensor avx2 convolution avx512 avx blas

Conditional Pixelcnn Decoder

Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network

✭ 479

python deep-learning tensorflow paper convolution deepmind

Dsp Theory

Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.

✭ 437

python jupyter-notebook tutorial numpy fpga dsp scipy fft convolution

Numpycnn

Building Convolutional Neural Networks From Scratch using NumPy

✭ 436

python computer-vision data-science convolutional-neural-networks cnn numpy filter convolution

Convnetsharp

Deep Learning in C#

✭ 390

csharp machine-learning neural-network ai convolution

Sota Py

A discrete-time Python-based solver for the Stochastic On-Time Arrival routing problem

✭ 381

python routing convolution transportation

Imaging

Imaging is a simple image processing package for Go

✭ 4,023

go image crop resize blur convolution brightness rotate contrast gamma sharpness

Massiv

Efficient Haskell Arrays featuring Parallel computation

✭ 328

haskell parallel-computing array convolution arrays parallel-processing stencil multidimensional-arrays

Shufflenet

ShuffleNet in PyTorch. Based on https://arxiv.org/abs/1707.01083

✭ 262

python deep-learning pytorch neural-network artificial-intelligence convolution

NonuniformBlur

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 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 (theoratica…

✭ 83

C++c convolution siggraph-asia mipmap kernel-gaussian-blur box-filters haar-wavelet-tranforms

shellnet

ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics

✭ 80

python C++Cuda shell neural-networks classification convolution segmentation point-clouds

riconv

Rotation Invariant Convolutions for 3D Point Clouds Deep Learning

✭ 43

python C++Cuda shell tensorflow convolution segments point-clouds rotation-invariant-convolutions

cnn np

使用numpy构建cnn复习深度学习知识

✭ 33

Jupyter Notebook python deep-learning numpy convolution

dsp-theory

Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.

✭ 643

HTML Jupyter Notebook lectures tutorial fpga dsp numpy fast-fourier-transform scipy convolution fft digital-signal-processing lessons fir numpy-tutorial finite-impulse-response

deep-scite

🚣 A simple recommendation engine (by way of convolutions and embeddings) written in TensorFlow

✭ 20

HTML deep-learning tensorflow embeddings convolution tensorboard

minirocket

MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification

✭ 166

python scalable convolution convolutional-neural-network time-series-classification convolutional-kernel

WebSight

Aiding the visually impaired through real time augmented reality, AI object detection, WebGL shaders effects such as edge detection, and colour adjustments.

✭ 26