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Search results for python convolution

577 search results found

Numpy Ml ⭐ 14,162

Machine learning, in numpy

Spektral ⭐ 2,317

Graph Neural Networks with Keras and Tensorflow 2.

Semantic Segmentation Suite ⭐ 2,311

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

3dunetcnn ⭐ 1,750

Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

Fast Wavenet ⭐ 1,620

Speedy Wavenet generation using dynamic programming ⚡

Tensorflow Resnet ⭐ 1,519

ResNet model in TensorFlow

Spconv ⭐ 1,504

Spatial Sparse Convolution Library

Capsgnn ⭐ 1,180

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

Detectors ⭐ 1,055

DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution

Cnn Watermark Removal ⭐ 911

Fully convolutional deep neural network to remove transparent overlays from images

Pconv Keras ⭐ 868

Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai

Pytorch Deform Conv ⭐ 866

PyTorch implementation of Deformable Convolution

Conformer ⭐ 809

[Unofficial] PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)

Dsp Theory ⭐ 792

Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.

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

Dilation ⭐ 715

Dilated Convolution for Semantic Image Segmentation

Partialconv ⭐ 715

A New Padding Scheme: Partial Convolution based Padding

Kpconv Pytorch ⭐ 681

Kernel Point Convolution implemented in PyTorch

Condensenet ⭐ 655

CondenseNet: Light weighted CNN for mobile devices

Fastfcn ⭐ 636

FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation.

Tusimple Duc ⭐ 575

Understanding Convolution for Semantic Segmentation

Pytorch Inpainting With Partial Conv ⭐ 562

Unofficial pytorch implementation of 'Image Inpainting for Irregular Holes Using Partial Convolutions' [Liu+, ECCV2018]

Attention Cnn ⭐ 550

Source code for "On the Relationship between Self-Attention and Convolutional Layers"

E(2)-Equivariant CNNs Library for Pytorch

Numpycnn ⭐ 531

Building Convolutional Neural Networks From Scratch using NumPy

Openvino Yolov3 ⭐ 530

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

常用的语义分割架构结构综述以及代码复现

Octaveconv_pytorch ⭐ 520

Pytorch implementation of newly added convolution

Cnn_lstm_ctc_ocr ⭐ 470

Tensorflow-based CNN+LSTM trained with CTC-loss for OCR

Conditional Pixelcnn Decoder ⭐ 470

Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network

Fast Pixel Cnn ⭐ 449

Speed up PixelCNN++ image generation by up to a 183 times

Winograd minimal convolution algorithm generator for convolutional neural networks.

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.

Sota Py ⭐ 382

A discrete-time Python-based solver for the Stochastic On-Time Arrival routing problem

Shufflenet ⭐ 368

ShuffleNet Implementation in TensorFlow

Dynamic Convolution Pytorch ⭐ 352

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

Pointconv ⭐ 351

Glow Pytorch ⭐ 341

PyTorch implementation of Glow

Scale-equalizing Pyramid Convolution for object detection(CVPR2020)

Recurrent & convolutional neural network modules

Glow Pytorch ⭐ 314

pytorch implementation of openai paper "Glow: Generative Flow with Invertible 1×1 Convolutions"

Gatedconvolution_pytorch ⭐ 298

A modified reimplemented in pytorch of inpainting model in Free-Form Image Inpainting with Gated Convolution [http://jiahuiyu.com/deepfill2/]

Segmentation_keras ⭐ 292

DilatedNet in Keras for image segmentation

Fast PyTorch based DSP for audio and 1D signals

Chainer Faster Rcnn ⭐ 284

Object Detection with Faster R-CNN in Chainer

Retinaface_pytorch ⭐ 278

Reimplement RetinaFace with Pytorch

Group Equivariant Convolutional Neural Networks

Repository for "Deformable 3D Convolution for Video Super-Resolution", SPL, 2020

Pytorch Deform Conv V2 ⭐ 261

PyTorch implementation of Deformable ConvNets v2 (Modulated Deformable Convolution)

Iter Reason ⭐ 258

Code for Iterative Reasoning Paper (CVPR 2018)

Keras Mobilenet ⭐ 257

Google MobileNet implementation with Keras

Shufflenet ⭐ 251

ShuffleNet in PyTorch. Based on https://arxiv.org/abs/1707.01083

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

Tf Nlp Blocks ⭐ 231

Some frequently used NLP blocks I implemented

Free Form Video Inpainting ⭐ 223

Official Pytorch implementation of "Learnable Gated Temporal Shift Module for Deep Video Inpainting. Chang et al. BMVC 2019." and the FVI dataset in "Free-form Video Inpainting with 3D Gated Convolution and Temporal PatchGAN, Chang et al. ICCV 2019"

Convbert ⭐ 222

U2net_torch ⭐ 219

MICCAI2019:3D U$^2$-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation

The model architecture of AS-GCN (for human action recognition)

Sharpened Cosine Similarity ⭐ 212

An alternative to convolution in neural networks

Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)

Code and Pretrained model for IGCV3

Octconv.pytorch ⭐ 187

PyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models

Articlepairmatching ⭐ 175

The code of ACL 2019 paper: Matching Article Pairs with Graphical Decomposition and Convolutions

Convolve ⭐ 171

Simple demonstration of separable convolutions

Cnn Relationextraction ⭐ 170

Convolution neural network for relation extraction between two given entities

Wave U Net Pytorch ⭐ 170

Improved Wave-U-Net implemented in Pytorch

Pytorchwavelets ⭐ 168

PyTorch implementation of the wavelet analysis from Torrence & Compo (1998)

Drop-in autodiff for NumPy.

Dance Dance Convolution dataset tools and models

Car Behavioral Cloning ⭐ 165

Built and trained a convolutional network for end-to-end driving in a simulator using Tensorflow and Keras

Edge-Conditioned Convolutions on Graphs

Gpu Efficient Networks ⭐ 162

Keras Rtst ⭐ 158

"Real-Time Style Transfer" with Keras

Pytorch Unet ⭐ 154

Tunable U-Net implementation in PyTorch

Mariana ⭐ 151

The Cutest Deep Learning Framework which is also a wonderful Declarative Language

Deform Conv ⭐ 150

Deformable Convolution in TensorFlow / Keras

Deep_image_prior ⭐ 146

Image reconstruction done with untrained neural networks.

Dynamiccnn ⭐ 145

Dynamic Convolutional Neural Networks for Theano/Lasagne

Keras Coordconv ⭐ 144

Keras implementation of CoordConv for all Convolution layers

Game Of Life ⭐ 144

Simple Python implementation of Conway's game of life and other cellular automata, computed using numpy.fft

Condconv Pytorch ⭐ 142

unofficial implementation of CondConv: Conditionally Parameterized Convolutions for Efficient Inference in PyTorch.

Acsconv ⭐ 138

[IEEE JBHI] Reinventing 2D Convolutions for 3D Images - 1 line of code to convert pretrained 2D models to 3D!

Pytorch_refinenet ⭐ 137

Pytorch Implementation of Refinenet

Code for the article "Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification" (EMNLP 2018)

Minirocket ⭐ 137

MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification

Pointconv_pytorch ⭐ 136

pytorch version of PointConv

python implementation of efficient convolution operators for tracking

Neurvps ⭐ 132

Neural Vanishing Point Scanning via Conic Convolution

MMGCN: Multi-modal Graph Convolution Network forPersonalized Recommendation of Micro-video

Id Cnn Cws ⭐ 130

Source codes and corpora of paper "Iterated Dilated Convolutions for Chinese Word Segmentation"

Intro2deeplearning ⭐ 126

Introduction to Deep Learning

My personal toolkit for PyTorch development.

FPConv: Learning Local Flattening for Point Convolution, CVPR 2020

Image Processing ⭐ 123

Image Processing Toolbox in Verilog using Basys3 FPGA

Graph Convolution On Structured Documents ⭐ 121

This repo contains code to convert Structured Documents to Graphs and implement a Graph Convolution Neural Network for node classification

Text_segmentation_image_inpainting ⭐ 120

Mobilefacenet Caffe ⭐ 120

a caffe implementation of mobilefacenet,with the record of trainnig log

DHGNN source code for IJCAI19 paper: "Dynamic Hypergraph Neural Networks"

Implementation for <Decoupled Networks> in CVPR'18.

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