convolution

There are 2 repositories under convolution topic.

alibaba / MNN
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
mnn convolution vulkan embedded-devices winograd-algorithm machine-learning deep-learning ml deep-neural-networks arm
Language:C++ 6891
Jounce / Surge
A Swift library that uses the Accelerate framework to provide high-performance functions for matrix math, digital signal processing, and image manipulation.
swift accelerate math arithmetic convolution fft trigonometry matrix dsp
Language:Swift 5010
disintegration / imaging
Imaging is a simple image processing package for Go
image resize crop rotate blur sharpness brightness contrast gamma convolution
Language:Go 4338
CapsGNN
benedekrozemberczki / CapsGNN
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
capsgnn capsule-network capsule-neural-networks convolution pytorch research tensorflow machine-learning deep-learning gnn deepwalk node2vec graph-attention-networks graph-attention-model graph-classification sklearn struc2vec graph-convolution graph-neural-network
Language:Python 1159
DTolm / VkFFT
Vulkan/CUDA/HIP/OpenCL/Level Zero Fast Fourier Transform library
vulkan-fft vulkan fft convolution r2c c2r hpc cuda hip opencl r2r dct
Language:C 875
libxsmm / libxsmm
Library for specialized dense and sparse matrix operations, and deep learning primitives.
jit simd avx512 machine-learning sparse blas matrix-multiplication transpose bfloat16 avx2 avx sse vector intel matrix tensor convolution amx fortran
Language:C 661
dsp-theory
hukenovs / dsp-theory
Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.
digital-signal-processing fast-fourier-transform finite-impulse-response fir fft convolution python numpy scipy numpy-tutorial dsp fpga lessons tutorial lectures
Language:HTML 651
TuSimple / TuSimple-DUC
Understanding Convolution for Semantic Segmentation
cityscapes convolution deep-learning deep-neural-networks mxnet python semantic-segmentation
Language:Python 581
NumPyCNN
ahmedfgad / NumPyCNN
Building Convolutional Neural Networks From Scratch using NumPy
numpy convolutional-neural-networks convnet cnn python computer-vision data-science relu relu-layer convolution conv-layer filter pygad
Language:Python 497
sooftware / conformer
PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)
conformer transformer cnn transformer-xl asr speech-recognition pytorch conv convolution augmented speech recognition
Language:Python 484
anantzoid / Conditional-PixelCNN-decoder
Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network
convolution deep-learning deepmind generative-algorithm paper tensorflow
Language:Python 481
cbovar / ConvNetSharp
Deep Learning in C#
convolution neural-network csharp machine-learning ai
Language:C# 415
image-js / image-js
Image processing and manipulation in JavaScript
convolution hacktoberfest image image-analysis image-processing javascript nodejs roi
Language:JavaScript 413
mehrdadn / SOTA-Py
A discrete-time Python-based solver for the Stochastic On-Time Arrival routing problem
routing-algorithm routing transportation transportation-planning transportation-network transportation-problem arrival stochastic-models convolution stochastic-dynamic-programming a-star dijkstra-shortest-path shortest-path-routing-algorithm shortest-pathfinding-algorithm pathfinding-algorithm shortest-path-problem reliable-routing
Language:Python 390
lehins / massiv
Efficient Haskell Arrays featuring Parallel computation
haskell array arrays stencil multidimensional-arrays convolution parallel-computing parallel-processing haskell-arrays massiv massiv-io delayed-arrays
Language:Haskell 364
fkodom / fft-conv-pytorch
Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.
pytorch python3 convolution image-processing neural-networks
Language:Python 281
jaxony / ShuffleNet
ShuffleNet in PyTorch. Based on https://arxiv.org/abs/1707.01083
pytorch deep-learning neural-network artificial-intelligence convolution
Language:Python 277
angus924 / rocket
ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels
scalable time-series-classification random convolution convolutional-kernel convolutional-neural-network
Language:Python 264
numforge / 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
assembler blas compiler-optimization convolution deep-learning gemm high-performance-computing jit matrix-multiplication openmp parallel runtime-cpu-detection simd tensor
Language:Nim 236
IntelLabs / SkimCaffe
Caffe for Sparse Convolutional Neural Network
caffe convolution sparsity intel winograd pruning
Language:C++ 234
mikepound / convolve
Simple demonstration of separable convolutions
cython separable-convolutions convolution python complex-numbers
Language:HTML 213
james34602 / 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.
dsp audio effects iir-filters fir convolution equalizer tube reverb dynamic android c java dspmanager convolver arbitrary-response live-programming
Language:C 207
wichtounet / etl
Blazing-fast Expression Templates Library (ETL) with GPU support, in C++
c-plus-plus convolution cpp cpp11 cpp14 cpu expression-template gpu matrix performance
Language:C++ 202
brohrer / sharpened-cosine-similarity
An alternative to convolution in neural networks
machine-learning image-classification neural-networks convolutional-neural-networks convolution
Language:Python 195
rishikksh20 / convolution-vision-transformers
PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers
transformers computer-vision image-classification classification pytorch cnn convolution
Language:Python 181
StrangerZhang / pyECO
python implementation of efficient convolution operators for tracking
python eco mxnet efficient convolution operator
Language:Python 174
xingyul / sparse-winograd-cnn
Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)
convolutional-neural-networks winograd tensorflow convolution network-pruning
Language:Python 174
angus924 / minirocket
MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification
convolution convolutional-kernel convolutional-neural-network scalable time-series-classification
Language:Python 166
d-li14 / PSConv
[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer
convolution multi-scale feature-pyramids object-detection instance-segmentation mmdetection pytorch eccv2020
Language:Python 165
scidart / scidart
Multiplatform scientific computing for Dart
convolution dart flutter hacktoberfest pub scidart scientific-computing scipy
Language:Dart 124
SusanDoggie / Doggie
A Cross-platform Library for Swift
swift signal-processing fourier graphics polynomial color image font cross-platform convolution fft truetype woff opentype emoji rendering renderer pdf svg linux
Language:Swift 123
HasnainRaz / FC-DenseNet-TensorFlow
Fully Convolutional DenseNet (A.K.A 100 layer tiramisu) for semantic segmentation of images implemented in TensorFlow.
tensorflow densenet fully-convolutional-networks tiramisu semantic-segmentation image-segmentation test-coverage convolution convolutions artificial-intelligence neural-network fc-densenet image-processing
Language:Python 122
walsvid / CoordConv
Pytorch implementation of "An intriguing failing of convolutional neural networks and the CoordConv solution" - https://arxiv.org/abs/1807.03247
coordconv pytorch computer-vision deep-learning pytorch-implmention pytorch-cnn convolution
Language:Jupyter Notebook 108
jdsp
psambit9791 / jdsp
A Java Library for Digital Signal Processing
signal-processing dsp java iir-filters savitzky-golay-filter matlab-style-filters butterworth-filter chebyshev-filter convolution fourier-transform hilbert-transform peak-detection android android-library windowing splines short-time-fourier-transform signal-processing-algorithms adaptive-filters
Language:Java 106
cair / 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
rule-based bandit-learning propositional-logic tsetlin-machine convolution regression frequent-pattern-mining interpretable machine-learning classification embedding
Language:C 100
pwwang / cnn-convoluter
An interactive player for CNN convolution
cnn convolution convolutional-neural-networks interactive
Language:JavaScript 92

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