88 Open Source Convolution Software Projects
Free and open source convolution code projects including engines, APIs, generators, and tools.
Jounce Surge 4964 ⭐
A Swift library that uses the Accelerate framework to provide high-performance functions for matrix math, digital signal processing, and image manipulation.
Mnn 6372 ⭐
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
Conditional Pixelcnn Decoder 482 ⭐
Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network
Libxsmm 597 ⭐
Library for specialized dense and sparse matrix operations, and deep learning primitives.
Sota Py 382 ⭐
A discrete-time Python-based solver for the Stochastic On-Time Arrival routing problem
Dsp Theory 608 ⭐
Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.
Numforge Laser 227 ⭐
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
Fc Densenet Tensorflow 120 ⭐
Fully Convolutional DenseNet (A.K.A 100 layer tiramisu) for semantic segmentation of images implemented in TensorFlow.
Jamesdspmanager 174 ⭐
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.
Psconv 158 ⭐
[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer
Angus924 Rocket 230 ⭐
ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels
Pyspeechrev 78 ⭐
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 80 ⭐
ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics
Pytsetlinmachine 93 ⭐
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 97 ⭐
Pytorch implementation of "An intriguing failing of convolutional neural networks and the CoordConv solution" - https://arxiv.org/abs/1807.03247
Anomaly_detection 58 ⭐
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 42 ⭐
This toolbox is support material for the book on CNN (http://www.convolution.network).
Dilated Convolutional Layer Implementation 26 ⭐
An implementation of dilated convolutional layer based on Darknet Architecture
Fp23fftk 28 ⭐
Floating point Forward/Inverse Fast Fourier Transform (FFT) IP-core for newest Xilinx FPGAs (Source lang. - VHDL).
Websight 25 ⭐
Aiding the visually impaired through real time augmented reality, AI object detection, WebGL shaders effects such as edge detection, and colour adjustments.
Pytsetlinmachineparallel 32 ⭐
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 20 ⭐
:rowboat: A simple recommendation engine (by way of convolutions and embeddings) written in TensorFlow
Numpy_ltspice_filter 31 ⭐
A python module for seamless integration of analog filters designed in LTspice into Python3/Numpy signal processing projects.
Cr33zz Neuro 16 ⭐
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_).
Latte 13 ⭐
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.
Localfilters.jl 20 ⭐
Multi-dimensional local filters (convolution, mathematical morphology, etc.) for Julia.
Pytorch_convnd 32 ⭐
Functional N-dimensional convolution in Pytorch, recursively calling convNd until reaching conv3d.
Sooftware Conformer 310 ⭐
PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)
Fft Conv Pytorch 224 ⭐
Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.
Convolution Vision Transformers 161 ⭐
PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers
Minirocket 114 ⭐
MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification
Contnet 89 ⭐
This repo contains the code of "ConTNet: Why not use convolution and transformer at the same time?"
Nonuniformblur 83 ⭐
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 (theoratically related to Haar wavelet tranforms). The mathematical model can be found in the PDF file.
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. Real-time dynamic irradiance mapping.
A Convolution Kernel Implemented By Vivado Hls 14 ⭐
This project implements a convolution kernel based on vivado HLS on zcu104
Openvino Model Division And Simple Custom Layer 11 ⭐
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.