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Search results for c plus plus convolution

106 search results found

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

Cutlass ⭐ 3,776

CUDA Templates for Linear Algebra Subroutines

Sparseconvnet ⭐ 1,956

Submanifold sparse convolutional networks

Kuiperinfer ⭐ 1,706

带你从零实现一个高性能的深度学习推理库，支持Unet、Yolov5、Resnet等模型的推理。Imp a high-performance deep learning inference library step by step

Vkfft ⭐ 1,394

Vulkan/CUDA/HIP/OpenCL/Level Zero/Metal Fast Fourier Transform library

Captainblackboard ⭐ 1,047

船长关于机器学习、计算机视觉和工程技术的总结和分享

dabnn is an accelerated binary neural networks inference framework for mobile platform

Openvino Yolov3 ⭐ 530

YoloV3/tiny-YoloV3+RaspberryPi3/Ubuntu LaptopPC+NCS/NCS2+USB Camera+Python+OpenVINO

Box Convolutions ⭐ 513

PyTorch code for the "Deep Neural Networks with Box Convolutions" paper

Rrc_detection ⭐ 364

Accurate Single Stage Detector Using Recurrent Rolling Convolution

Skimcaffe ⭐ 233

Caffe for Sparse Convolutional Neural Network

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

Unsupervised_depth_estimation ⭐ 204

Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue

Lenet5_hls ⭐ 188

FPGA Accelerator for CNN using Vivado HLS

Sun Sky ⭐ 173

Various sun/sky models, convolution of theta/gamma-parameterised models

Video Caffe ⭐ 173

Video-friendly caffe -- comes with the most recent version of Caffe (as of Jan 2019), a video reader, 3D(ND) pooling layer, and an example training script for C3D network and UCF-101 data

A fork of Julien Pommier's Pretty Fast FFT (PFFFT) library, with several additions

Accelerating Cnn With Fpga ⭐ 164

This project accelerates CNN computation with the help of FPGA, for more than 50x speed-up compared with CPU.

Pytorch_spline_conv ⭐ 160

Implementation of the Spline-Based Convolution Operator of SplineCNN in PyTorch

Mojo Cnn ⭐ 152

mojo cnn: c++ convolutional neural network

Easycnn ⭐ 151

easy convolution neural network

CLTune: An automatic OpenCL & CUDA kernel tuner

Bi Real Net ⭐ 128

Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm. In ECCV 2018 and IJCV

c++ visual studio implement of ECO: Efficient Convolution Operators for Tracking

High Efficiency Convolution Kernel for Maxwell GPU Architecture

Neural2d ⭐ 115

Neural net optimized for 2D image data

Fast Fourier Transform C++ Header/MPI Transpose for FFTW3 with Implicitly Dealiased Convolutions

Tf Deformable Conv ⭐ 105

Implementation of deformable convolution as an operation in tensorflow

Flex Convolution ⭐ 93

Source code for: Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds), accepted at ACCV 2018

This is a deep learning framework for cnn which using xnor method to accelerate calculating convolution layer on cpu.

Realbloom ⭐ 83

🌠 Bloom Simulation Software for Windows

Klangfalter ⭐ 83

Convolution audio plugin (e.g. for usage as convolution reverb)

Conv Net Version 3 ⭐ 73

Deep neural network framework (C++/OpenCV).

Algorithms & Data Structures

Rpg_asynet ⭐ 56

Code for the paper "Event-based Asynchronous Sparse Convolutional Networks" (ECCV, 2020).

Vcmeshconv ⭐ 56

Learning latent representations of registered meshes is useful for many 3D tasks. Techniques have recently shifted to neural mesh autoencoders. Although they demonstrate higher precision than traditional methods, they remain unable to capture fine-grained deformations. Furthermore, these methods can only be applied to a template-specific surface mesh, and is not applicable to more general meshes, like tetrahedrons and non-manifold meshes. While more general graph convolution methods can be empl

Active Convolution ⭐ 55

Active Convolution

Mxnettocaffeconverter ⭐ 55

Code to convert a MXNet model into Caffe (C++)

Rayimage ⭐ 46

Uses convolution-based techniques to generate simulated camera bokeh, depth of field, and other camera effects, using an image and an optional depth map. Includes functions to perform 2D convolutions, add image overlays, generate camera vignette effects, and add titles to images.

Kpconv.pytorch ⭐ 44

PyTorch reimplementation for "KPConv: Flexible and Deformable Convolution for Point Clouds" https://arxiv.org/abs/1904.08889

High Performance Computing (HPC) and Signal Processing Framework

An Open Convolutional Neural Network Framework in C++ From Scratch

Nvidia_libs_test ⭐ 35

Tests and benchmarks for cudnn (and in the future, other nvidia libraries)

Sgc Release ⭐ 35

Implementation of our ECCV 2018 paper "Efficient Semantic Scene Completion Network with Spatial Group Convolution"

Caffe Mt ⭐ 32

This is a fork of caffe added some useful layers, the original caffe site is https://github.com/BVLC/caffe.

Hybridreverb2 ⭐ 29

Reverb effect using hybrid impulse convolution

Cuda Deep Neural Nets ⭐ 29

Deep neural network framework (C/C++/CUDA).

Cnn_forward ⭐ 29

CNN(Convolutional neural network) forward code which requires little dependency(Opencv, TBB-optional) and is easy to run on Windows(using caffe's model)

Caffemodel_compress ⭐ 27

A c++ project what performing CNN channel pruning

Convolution ⭐ 26

Communication-Minimizing 2D Convolution in GPU Registers

Deeplab Public Ver2 ⭐ 25

This repo was mirrored from here: https://bitbucket.org/aquariusjay/deeplab-public-v

Caffe Gbd ⭐ 25

optimized caffe for GBD

LV2 Impulse response (convolution) plugin (for reverb and cabinet simulation). This fork adds LV2 State extenstion support for proper storing of internal plugin data. Tested in QTractor, Ardour 3, Ardour 2.

Pytorch Extension Convolution ⭐ 24

An example of C++ extension for PyTorch.

Leelaz Ninenine ⭐ 23

A 9x9 fork of leela-zero, which is targeted to provide a learning exercise with limited resources

Active Shift Tf ⭐ 21

Tensorflow implementation for Active Shift Layer(ASL)

implementation of winograd minimal convolution algorithm on Intel Architecture

Quantumverb ⭐ 19

A free & open source convolution reverb plugin built on the JUCE framework

Dynamic Network Surgery Caffe Reimplementation ⭐ 18

Caffe re-implementation of dynamic network surgery.

A Unified Framework for Training, Mapping and Simulation of ReRAM-Based Convolutional Neural Network Acceleration

N-dimensional Array Datastructure on CPU and GPU

Cs194 Winograd ⭐ 17

Si Convnet ⭐ 16

Implementation of the [Locally Scale-Invariant Convolutional Neural Network](http://www.umiacs.umd.edu/~kanazawa/paper

Fakeimagekiller ⭐ 16

Tampered image recognition based on convolution neural network.

Octaveconv_caffe ⭐ 16

A Caffe Implementation for Octave Convolution

Convolution-type Smoothed Quantile Regression

Activesparseshifts Pytorch ⭐ 14

Implementation of Sparse Shift Layer and Active Shift Layer (3D, 4D, 5D tensors) for PyTorch(CPU,GPU)

A direct Convolution Neural Network implementation in pure C++， with MNIST dataset.

Multi Directional Geodesic Convolutional Neural Networks

Ck Nntest ⭐ 13

CK-NNTest: collaboratively validating, benchmarking and optimizing neural net operators across platforms, frameworks and datasets

Mappedconvolutions ⭐ 13

Official PyTorch implementation of Mapped Convolutions

Zconvo.lv2 ⭐ 12

Zero Config Convolver

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.

Bbcat Dsp ⭐ 11

DSP library for the BBC Audio Toolbox

Mtcnn_with_hls_on_fpga ⭐ 10

MTCNN with convolution reprogramed in c

Libprofit ⭐ 10

A C++ library that produces images based on different luminosity profiles

Fourierconvolutioncudalib ⭐ 9

Implementation of 3d non-separable convolution using CUDA & FFT Convolution

Convolution ⭐ 9

Convolutional (Viterbi) Encoding and decoding

Code for MICCAI 2017 paper on binary sparse convolutions for semantic segmentation of medical images

Deep Learning Metal Ios ⭐ 9

A modified version of Caffe with memory optimization and metal implementation

Opencl Programming Examples ⭐ 9

OpenCL Programming Examples

Akanksha Periwal | Sai Harshini Nimmala

Eco_tracker ⭐ 9

Caffe_combine_relu ⭐ 9

Combine ReLU layer with Convolution layer in caffe

Winograd_convolution ⭐ 9

a winograd based kernel for convolutions in deep learning framework

Custom_ops ⭐ 8

Deformable Convolution Networks(deformable conv2D TF_implementation)

Cuda Fft Convolution ⭐ 8

CUDA FFT convolution

Gaussian Filter Gpu Opengl ⭐ 8

This library allows you to apply Gaussian filtering on 2D images via OpenGL.

A tiny improvement on SSD (Single Shot Multibox Detector). Using the feature map concatenation module and FPN module on the head of SSD.

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.

Mobilenet ⭐ 7

C++ implementation of inference of mobilenet

Line Integral Convolution ⭐ 7

Line Integral Convolution using openGL shaders in GLSL

Spherical Package ⭐ 7

The backend code for my projects associated with spherical images

Deform_conv_tensorflow ⭐ 7

A tensorflow implementation of deformable convolution with CUDA & C++.

vary fast 3x3 convolution on cpu

Open Source Ips ⭐ 7

Gabor_feature_extactor ⭐ 6

C++ based Gabor feature extractor using OpenCV.

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