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Search results for tensorflow convolution

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Zhihu ⭐ 3,228

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

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!

Fast Wavenet ⭐ 1,620

Speedy Wavenet generation using dynamic programming ⚡

Tensorflow Resnet ⭐ 1,519

ResNet model in TensorFlow

Capsgnn ⭐ 1,180

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

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

Openvino Yolov3 ⭐ 530

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

Conditional Pixelcnn Decoder ⭐ 470

Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network

Cnn_lstm_ctc_ocr ⭐ 470

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

Neural Style Audio Tf ⭐ 398

TensorFlow implementation for audio neural style.

Shufflenet ⭐ 368

ShuffleNet Implementation in TensorFlow

Segmentation_keras ⭐ 292

DilatedNet in Keras for image segmentation

Iter Reason ⭐ 258

Code for Iterative Reasoning Paper (CVPR 2018)

Keras Mobilenet ⭐ 257

Google MobileNet implementation with Keras

Sparse Winograd Cnn ⭐ 187

Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)

Dance Dance Convolution dataset tools and models

Keras Coordconv ⭐ 144

Keras implementation of CoordConv for all Convolution layers

Id Cnn Cws ⭐ 130

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

Implementation for <Decoupled Networks> in CVPR'18.

Keras Dualpathnetworks ⭐ 107

Dual Path Networks for Keras 2.0+

Tf Deformable Conv ⭐ 105

Implementation of deformable convolution as an operation in tensorflow

Fc Densenet Tensorflow ⭐ 103

Fully Convolutional DenseNet (A.K.A 100 layer tiramisu) for semantic segmentation of images implemented in TensorFlow.

Deep_image_model ⭐ 102

Deep convolution/recurrent neural network project with TensorFlow

Cnn Text Classification ⭐ 101

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

Tensorflow_snippets ⭐ 101

Tcml Tensorflow ⭐ 97

Tensorflow implementation of Meta-Learning with Temporal Convolutions

Segmentation ⭐ 94

Tensorflow implementation : U-net and FCN with global convolution

Octconv Tfkeras ⭐ 93

Unofficial implementation of Octave Convolutions (OctConv) in TensorFlow / Keras.

Flex Convolution ⭐ 93

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

Deep Learning For Beginners ⭐ 89

videos, lectures, blogs for Deep Learning

Partial_conv Tensorflow ⭐ 85

Simple Tensorflow implementation of "Partial Convolution based Padding" (partialconv)

Keras Attention Augmented Convs ⭐ 77

Keras implementation of Attention Augmented Convolutional Neural Networks

Covpoolfer ⭐ 76

Covariance Pooling for Facial Expression Recognition

A project designed to explore CNN and the effectiveness of RCNN on classifying the EMNIST dataset.

A neural architecture for relation extraction task implemented in Tensorflow.

Mpcnn Sentence Similarity Tensorflow ⭐ 69

Multi-Perspective Sentence Similarity Modeling with Convolution Neural Networks论文实现

Audio_classification ⭐ 69

CNN 1D vs 2D audio classification

Unet Satellite Image Segmentation ⭐ 68

A Tensorflow implentation of light UNet framework for remote sensing semantic segmentation task.

Vnet Tensorflow ⭐ 66

Tensorflow implementation of the V-Net architecture for medical imaging segmentation.

R Cnn_light ⭐ 64

Regional-Convolution Neural Network for blink detection based on contouring.

Dcnn_textvae ⭐ 50

TensorFlow implementation of "Improved Variational Autoencoders for Text Modeling using Dilated Convolutions"

Keras Depthwiseconv3d ⭐ 48

Keras w/ Tensorflow backend implementation for 3D channel-wise convolutions

Graphattack ⭐ 45

Computational graph library for machine learning

Sketch A Xnornet ⭐ 44

An implementation of a variation of Sketch-A-Net using XNOR ConvNets using TensorFlow

Accurate Binary Convolution Network ⭐ 42

Binary Convolution Network for faster real-time processing in ASICs

Cnn Without Any Downsampling ⭐ 40

A project demonstrate that downsampling(upsaming) in cnn are not nesscessary

Tensorflow implementation for 'LCNN: Lookup-based Convolutional Neural Network'. Predict Faster using Models Trained Fast with Multi-GPUs

Alexnet3d ⭐ 38

This is implementation of AlexNet(2012) with 3D Convolution on TensorFlow (AlexNet 3D).

Spectral_representations_for_convolutional_neural_networks ⭐ 34

Tf Attentive Conv ⭐ 34

A Tensorflow implementation of Yin Wenpeng's recent paper on TACL "Attentive Convolution"

Waveglow ⭐ 34

Tensorflow Implementation of WaveGlow

Diabetic Retinopathy With Cnn ⭐ 29

Geometricconvolutionsbench ⭐ 29

Keyword Detection ⭐ 28

Simple Speech Keyword Detecting with Depthwise Separable Convolutions | DLology

Mobilenet_v2_keras ⭐ 27

Condensenet Tensorflow ⭐ 27

tensorflow implementation of CondenseNet: An Efficient DenseNet using Learned Group Convolutions

Succeeded by SyntaxDot: https://github.com/tensordot/syntaxdot

Dcgan For Psychonauts ⭐ 24

Use DCGAN to create trippy videos

Sequenceofdigitsrecognition ⭐ 23

Recognition of sequence of digits using tensorflow

Ai101 Deeplearning ⭐ 23

AI101 - Comprehensive Deep Learning Tutorial

Tensorflow Convolution Models ⭐ 23

Tensorflow Vdsr ⭐ 23

TensorFlow implementation of very deep convolution network for image super-resolution, color

Pconv_in_tf ⭐ 23

'Image Inpainting for Irregular Holes Using Partial Convolutions' first tensorflow primary instance, fully implemented using tensorflow, without modifying the source code.

Deep Convolution Text to Speech

Tf_semanticsegmentation ⭐ 22

Semantic image segmentation network with pyramid atrous convolution and boundary-aware loss for Tensorflow.

Active Shift Tf ⭐ 21

Tensorflow implementation for Active Shift Layer(ASL)

Idn Tensorflow ⭐ 21

Tensorflow implementation of IDN (CVPR 2018)

TensorFlow implementation of Graphical Attention Recurrent Neural Networks based on work by Cirstea et al., 2019.

Deep Scite ⭐ 20

🚣 A simple recommendation engine (by way of convolutions and embeddings) written in TensorFlow

Rotation Invariant Convolutions for 3D Point Clouds Deep Learning

Kervolution ⭐ 19

Kervolution implementation using TF2.0

Tensorstyle ⭐ 19

Fast image style transfer implemented with TensorFlow.

Tensorflow Snippets ⭐ 19

Visual Studio Code TensorFlow snippets

Sgrlayer ⭐ 18

Pure Tensorflow implementation of the SGR layer as proposed in "Symbolic Graph Reasoning Meets Convolutions" .

Behavioralcloning For Self Driving Keras ⭐ 17

Keras/Tensorflow Implementation of `End-to-End Learning for self-driving car (Nvidia)`. Spatial factorization is additionally implemented to reduce network size.

Cat Dog Cnn Classifier ⭐ 16

This classifier use Convolution Neural Network approch for kaggle problem to classify Cat vs Dog images.

Synaptic2 ⭐ 15

Fast Style Transfer ⭐ 15

Fast style transfer in TensorFlow

Celldetection ⭐ 14

A course project that detect cells in image by a simple full convolution neural network. The project is driven by TensorFlow.

Tensorflow Resnets ⭐ 14

A hub for ResNet based models and pretrained weights in TensorFlow.

Tensorflow T3d ⭐ 12

Tensorflow implementation for 'Temporal 3D ConvNets'(t3d)

Traffic Sign Classifier ⭐ 12

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

Follow Me ⭐ 11

Deep learning architecture to help a drone target and follow people

Wavenet Demo ⭐ 11

A TensorFlow implementation for Chinese speech recognition based on DeepMind's WaveNet

Pokemon Gan ⭐ 10

🐼 Generating new Pokemons with Wasserstein DCGAN | TensorFlow Implementation

High performance deep packet inspection AI model using neural networks with an embedding layer, 1D Convolution layers and bidirectional gated recurrent unit.

Vdsr Tensorflow ⭐ 10

TensorFlow implementation of very deep convolution network for image super-resolution

Coordconv Implementation ⭐ 10

TensorFlow implementation of CoordConv Layer introduced by UBER

Squeezenet ⭐ 10

Implementation of SqueezeNet with Keras and TensorFlow.

Deep learning based alignment-free method for protein family modeling and prediction

Road_extraction ⭐ 10

Attention Unet and Deep Unet implementation for road extraction multi-gpu tensorflow

Kgcn_keras ⭐ 9

A Pure Keras Implementation of Knowledge Graph Convolution Network for Recommendation

Pcnn_tensorflow ⭐ 9

Piece-wise CNN for relation extraction.

Caffe Squeezedet ⭐ 9

Pointatrousgraph ⭐ 9

Deep Hierarchical Encoder-Decoder with Point Atrous Convolution for Unorganized 3D Points

Semantic Segmentation Dilatedconvolution ⭐ 9

膨胀卷积，Multi Scale Context Aggregation by Dilated Convolutions的实现

Tensorflow Cifar 10 Nin ⭐ 9

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