convolution

There are 6 repositories under convolution topic.

alibaba / MNN
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
arm convolution deep-learning deep-neural-networks embedded-devices machine-learning ml mnn vulkan winograd-algorithm
Language:C++ 8479
Jounce / Surge
A Swift library that uses the Accelerate framework to provide high-performance functions for matrix math, digital signal processing, and image manipulation.
accelerate arithmetic convolution dsp fft math matrix swift trigonometry
Language:Swift 5245
disintegration / imaging
Imaging is a simple image processing package for Go
image resize crop rotate blur sharpness brightness contrast gamma convolution
Language:Go 5164
zjhellofss / KuiperInfer
带你从零实现一个高性能的深度学习推理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step
caffe convolution deep-learning deep-neural-networks diy graph-algorithms inference inference-engine maxpooling ncnn pnnx pytorch relu resnet sigmoid yolo yolov5
Language:C++ 2237
DTolm / VkFFT
Vulkan/CUDA/HIP/OpenCL/Level Zero/Metal Fast Fourier Transform library
c2r convolution cuda dct fft hip hpc levelzero metal opencl r2c r2r vulkan
Language:C++ 1481
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 1239
dsp-theory
hukenovs / dsp-theory
Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.
convolution digital-signal-processing dsp fast-fourier-transform fft finite-impulse-response fir fpga lectures lessons numpy numpy-tutorial python scipy tutorial
Language:Jupyter Notebook 947
sooftware / conformer
[Unofficial] 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 919
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 827
timschneeb / RootlessJamesDSP
An implementation of the system-wide JamesDSP audio processing engine for non-rooted Android devices
android audio audio-processing convolution dsp effects equalizer non-root rootless
Language:C 807
image-js / image-js
Image processing and manipulation in JavaScript
image image-analysis image-processing nodejs javascript convolution roi hacktoberfest
Language:JavaScript 667
TuSimple / TuSimple-DUC
Understanding Convolution for Semantic Segmentation
semantic-segmentation deep-neural-networks mxnet cityscapes convolution deep-learning python
Language:Python 601
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 559
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 518
anantzoid / Conditional-PixelCNN-decoder
Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network
convolution deep-learning deepmind generative-algorithm paper tensorflow
Language:Python 485
cbovar / ConvNetSharp
Deep Learning in C#
ai convolution csharp machine-learning neural-network
Language:C# 466
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 463
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 410
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 407
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 383
jaxony / ShuffleNet
ShuffleNet in PyTorch. Based on https://arxiv.org/abs/1707.01083
artificial-intelligence convolution deep-learning neural-network pytorch
Language:Python 290
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 274
mratsim / 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
high-performance-computing deep-learning blas gemm convolution jit assembler simd openmp tensor parallel runtime-cpu-detection compiler-optimization matrix-multiplication
Language:Nim 265
brohrer / sharpened-cosine-similarity
An alternative to convolution in neural networks
machine-learning image-classification neural-networks convolutional-neural-networks convolution
Language:Python 247
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 speech
Language:Java 240
IntelLabs / SkimCaffe
Caffe for Sparse Convolutional Neural Network
caffe convolution intel pruning sparsity winograd
Language:C++ 238
mikepound / convolve
Simple demonstration of separable convolutions
cython separable-convolutions convolution python complex-numbers
Language:HTML 228
rishikksh20 / convolution-vision-transformers
PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers
transformers computer-vision image-classification classification pytorch cnn convolution
Language:Python 217
wichtounet / etl
Blazing-fast Expression Templates Library (ETL) with GPU support, in C++
c-plus-plus performance cpu gpu cpp14 cpp11 matrix expression-template cpp convolution
Language:C++ 214
StrangerZhang / pyECO
python implementation of efficient convolution operators for tracking
python eco mxnet efficient convolution operator
Language:Python 189
xingyul / sparse-winograd-cnn
Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)
convolution convolutional-neural-networks network-pruning tensorflow winograd
Language:Python 188
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 175
NumPower / numpower
PHP extension for efficient scientific computing and array manipulation with GPU support
linear-algebra math mathematics matrix php scientific-computing tensor convolution gpu gpu-computing
Language:PHP 174
Gowtham1729 / Image-Processing
Image Processing Toolbox in Verilog using Basys3 FPGA
verilog verilog-hdl verilog-project vhdl python3 basys3 basys-board basys fpga pixel convolution hsync basys3-fpga motion-blur ram python coe vivado image-processing digital-systems
Language:VHDL 172
scidart / scidart
Multiplatform scientific computing for Dart
hacktoberfest dart flutter scientific-computing pub scipy convolution scidart
Language:Dart 170
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 168