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62 search results found

ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

Kpconv Pytorch ⭐ 681

Kernel Point Convolution implemented in PyTorch

Kernel Point Convolutions

Fft Conv Pytorch ⭐ 383

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

Dynamic Convolution Pytorch ⭐ 352

Pytorch!!!Pytorch!!!Pytorch!!! Dynamic Convolution: Attention over Convolution Kernels (CVPR-2020)

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

CLTune: An automatic OpenCL & CUDA kernel tuner

High Efficiency Convolution Kernel for Maxwell GPU Architecture

Tf Deformable Conv ⭐ 105

Implementation of deformable convolution as an operation in tensorflow

Nonuniformblur ⭐ 100

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.

Deformable Kernels ⭐ 95

Deforming kernels to adapt towards object deformation. To appear in ICLR 2020.

Conv Net Version 3 ⭐ 73

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

Cuda Winograd ⭐ 64

Fast CUDA Kernels for ResNet Inference.

Fmd.torch ⭐ 42

Full convolution MultiBox Detector ( like SSD) implemented in Torch.

Spherical Convolution ⭐ 42

Hexagdly ⭐ 41

Process hexagonally sampled data with PyTorch

Sknet Pytorch ⭐ 39

Nearly Perfect & Easily Understandable PyTorch Implementation of SKNet

Keras_mixnets ⭐ 37

Keras Implementation of MixNets: Mixed Depthwise Convolutions

Convolver ⭐ 37

Extended parallel image convolution library for Go

Chars74k_cnn ⭐ 35

Convolution Neural Network for reading text in natural images.

Nervana_theano ⭐ 34

A rudimentary wrapper around the fast Maxwell kernels for GEMM and convolution operations provided by nervanagpu

Efficient Hetconv Heterogeneous Kernel Based Convolutions ⭐ 33

Efficient HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs

Cygrid is a cython-powered convolution-based gridding module for astronomy

Fftconvolution ⭐ 32

Some C++ codes for computing a 1D and 2D convolution product using the FFT implemented with the GSL or FFTW

MIDL 2018 / MEDIA 2019: one binary extremely large and inflecting sparse kernel (pytorch)

Convolution Flavors ⭐ 31

Implementation of convolution layer in different flavors

2d Vnet Keras ⭐ 27

this is a 2D Vnet model of Keras Version,The architecture of the model is the same as the original 3D Vnet, except that this is a network for 2D image segmentation (the convolution kernel becomes 2D)

Conehead ⭐ 24

A collapsed-cone convolution radiotherapy dose calculation algorithm

Convolution With Sparse Kernel In Tf ⭐ 23

Development a customized op in TensorFlow for convolution with sparse kernel

Talkconvolutions ⭐ 19

Official PyTorch implementation of Time-aware Large Kernel (TaLK) Convolutions (ICML 2020)

Kervolution ⭐ 19

Kervolution implementation using TF2.0

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

Deep Emoji Gan ⭐ 18

being creative with AI and emojis 🙂 🤖

Gsplinets ⭐ 17

B-Spline CNNs on Lie groups

Facerec_cnn ⭐ 16

A Face recognition app based on a CNN using Tensorflow

Ck Nntest ⭐ 13

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

Traffic Sign Classifier ⭐ 12

Classify traffic signs by three classic ConvNets architecture using GTSRB dataset.

Keras Yolo ⭐ 11

Neoncl Underconstruction ⭐ 11

experimental port of nervana neon kernels in OpenCL

Implementation of Sobel Filter in Verilog

Depthwise Conv Pytorch ⭐ 9

Faster depthwise convolutions for PyTorch

Convolver ⭐ 9

Convolution of NArray float arrays

Winograd_convolution ⭐ 9

a winograd based kernel for convolutions in deep learning framework

Condconv Tensorflow ⭐ 9

Conditional convolution (Dynamic convolution) in tensorflow2

A Ngram based convolution neural network for graph objects classification

Convolution ⭐ 8

Convolution using the FFT or direct algorithm.

Cuda Fft Convolution ⭐ 8

CUDA FFT convolution

Machinelearningalgos ⭐ 7

Personal reimplementation of some ML algorithms for learning purposes

Lasagne_mnist ⭐ 7

Convolution Neural Network written in Theano/Lasagne for MNIST

Rot Inv Conv ⭐ 7

Towards a rotationally invariant convolutional layer

Grouped3dconvpytorch ⭐ 6

Implementation of grouped 3D convolutions (with backward) in Tensor Comprehensions.

Simplefilter ⭐ 6

Python module for image convolution and ML classification.

Apply a filter to an image through kernel convolution

Cnn Resource Model ⭐ 5

Models to estimate the hardware cost of FPGA based implementations of CNNs

Yolov3 Tensorflow ⭐ 5

tf-keras-implemented YOLOv3

Varconvolve ⭐ 5

A python module that performas a convolution with a kernel with a variable width

Dogs_vs_cats ⭐ 5

Pyopencl_convolution ⭐ 5

A 2d/3d convolution implementation using PyOpenCL

Cuda Image Processing ⭐ 5

Stylegan Keras Ece655 ⭐ 5

Convolution_kernel ⭐ 5

Accelerating CNN's convolution operation on GPUs by using memory-efficient data access patterns.

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