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Tf2 Image Generation ⭐ 21

Tensorflow2 reimplementation of image generation model (GAN, Style Transfer, Image to Image Translation, etc)

Efficientsod ⭐ 21

This research is based on efficient saliency detection using deformable convolutions.

Hyperspectral Image Segmentation ⭐ 21

Semantic Segmentation of HyperSpectral Images using a U-Net with Depthwise Separable Convolutions

Class Activation Mappings ⭐ 20

Visualizing where the Convolution Network is looking through CAM.

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

Keras Subpixel Conv ⭐ 20

Keras / TF subpixel convolution

Sincnetconv ⭐ 20

A PyTorch 1.0 implementation of the convolutions described in SincNet

Face Detection Using Cnn ⭐ 20

This repository contains code base for an end to end implementation of a project titled "Face Detection using CNN"

3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning (JCIM 2020)

Mict Ranet Asl Fingerspelling ⭐ 20

Real-time fingerspelling video recognition achieving 74.4% letter accuracy on ChicagoFSWild+

Readable_capsnet ⭐ 20

Blazingly fast capsule networks in 75 lines of pytorch+einops

Xception.mxnet ⭐ 20

A MXNet implementation of Xception

Rotation Invariant Convolutions for 3D Point Clouds Deep Learning

Spanet Official ⭐ 20

Official implementation of SPANet in ICCV2023

Fake News Detection Liar Pytorch ⭐ 19

Fake News Detection by Learning Convolution Filters through Contextualized Attention

Steganalysis_with_cnn_yedroudj Net ⭐ 19

Steganalysis based deep learning

Wisteria ⭐ 19

Deeplego ⭐ 19

A set of configurable state-of-the-art Semantic Segmentation Networks, including ResNet, Dilated ResNet, DeepLabv3, DeepLabv3+, Large Kernel Matters, Vortex Pooling, HDC etc.

Keras2ncnn ⭐ 19

Deeplab V3 ⭐ 19

Talkconvolutions ⭐ 19

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

Tensorstyle ⭐ 19

Fast image style transfer implemented with TensorFlow.

Gated Graph Transformers ⭐ 19

Transformers are Graph Neural Networks!

Kervolution ⭐ 19

Kervolution implementation using TF2.0

Dcgan Pytorch ⭐ 18

PyTorch Implementation of DCGAN trained on the CelebA dataset.

Pytorch Fast Neural Style Mobilenetv2 ⭐ 18

Fast neural style with MobileNetV2 bottleneck blocks

Octave Conv Keras ⭐ 18

This is a keras implementation of Octave Convolution

Algorithm-hardware Co-design for Deformable Convolution

Motif Stgcn ⭐ 18

Sgrlayer ⭐ 18

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

Sliding_convolution ⭐ 18

sliding convolution method for ocr rec

Gsplinets ⭐ 17

B-Spline CNNs on Lie groups

Dtw Features Cnn ⭐ 17

Introducing Local Distance-based Features to Temporal Convolutional Neural Networks (ICFHR 2018)

Keras Mobilenet ⭐ 17

Implementation in Keras of MobileNet (https://arxiv.org/abs/1704.04861)

Pixelcnn ⭐ 17

PyTorch implementation of gated PixelCNN

Code release for "PredCNN: Predictive Learning with Cascade Convolutions" (IJCAI 2018)

Coursera Ng Convolutional Neural Networks ⭐ 17

Panoramic Cnn 360 Saliency ⭐ 17

Code and models for "Panoramic convolutions for 360º single-image saliency prediction"

Stdeblur ⭐ 17

Spatiotemporal deblurring in PyTorch

Python Greytheory ⭐ 17

Grey theory, GM11 has convolution mode.

Multimodal Relational Graph Convolution Network

Convrnn_for_rul_estimation ⭐ 17

Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".

Deepeddy ⭐ 17

Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS001472).

Deepnetmodel ⭐ 16

记录每一个常用的深度模型结构的特点（图和代码）

Diracdeltanet ⭐ 16

PyTorch implementation of DiracDeltaNet from paper Synetgy: Algorithm-hardware Co-design for ConvNet Accelerators on Embedded FPGAs

try out bearing fault diagnosis with semi-supervised vae

Facerec_cnn ⭐ 16

A Face recognition app based on a CNN using Tensorflow

Python Conv2d ⭐ 16

2D image convolution example in Python

Deformable_convolution_v2_pytorch1.0 ⭐ 15

Pytorch 1.0 codes(including cuda codes) for Deformable Convolution Version 2

Sceneparsingnetwork ⭐ 15

行车环境实时语义分割与深度估计

Path integral based convolution and pooling

Indexedconv ⭐ 15

Code for the indexed convolution

Word Embedding Annealing Using Sequence-to-sequence Model

Fast Style Transfer ⭐ 15

Fast style transfer in TensorFlow

Reception_field_visualization ⭐ 15

A tool for visual pixel's reception-field in Convolutional Neural Network.

Cnn Fcf Cvpr 2019 ⭐ 15

Voxcelchain ⭐ 15

3-D convolution neural network using the Chainer

Action_graphs ⭐ 15

Action Graphs: Weakly-supervised Action Localization with Graph Convolution Networks

Od Cheap Convolution ⭐ 14

PyTorch implementation for OD-cheap-convolution.

Octave Convolution ⭐ 14

https://arxiv.org/abs/1904.05049

Class_feature_visualization_pyramid ⭐ 14

PyTorch code for Class Visualization Pyramid for intpreting spatio-temporal class-specific activations throughout the network

Algorithmia ⭐ 14

Celldetection ⭐ 14

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

Boundary Detection Via Convolution Deconvolution Neural Network With Bma ⭐ 14

Boundary-Detection-via-Convolution-Deconvolution-N

Weed Mapping ⭐ 14

Weed Mapping in Aerial Images through Identification and Segmentation of Crop Rows and Weeds using Convolutional Neural Networks

Keras implementation of a 2D/3D U-Net with Additive Attention, Inception, and Recurrence functions provided

Tensorflow Resnets ⭐ 14

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

Convolution Neural Network for classification of semantic relations in a sentence

HYDRA: Competing convolutional kernels for fast and accurate time series classification

Clean & Documented TF2 implementation of "An end-to-end deep learning architecture for graph classification" (M. Zhang et al., 2018).

Contrastive_multiview_coding Momentum ⭐ 13

Tensorflow 2 implementation of Contrastive Multiview Coding and Momentum Contrast

Isles2018 ⭐ 13

Code and models for the paper ISLES Challenge: U-shaped Convolution Neural Network with Dilated Convolution for 3D Stroke Lesion Segmentation

Deepfillv2 Pylightning ⭐ 13

Clean minimal implementation of Free-Form Image Inpainting with Gated Convolutions in pytorch lightning. Inspired from pytorch implementation by @avalonstrel.

Deformable Convolution Neural Network ⭐ 13

A good example of deformable convolutional network for mnist classification

Igcv3 Pytorch ⭐ 13

IGCV3 reimplement by pytorch

Singan Tensorflow2.0 ⭐ 13

simple implementation of SinGAN on tensorflow2.0

Covolution_over_dependency_tree_emnlp2019 ⭐ 13

Here is the code for the paper ``Aspect-Level Sentiment Analysis via Convolution over Dependency Tree'' accepted by EMNLP2019.

Sentiment Analysis Cnn ⭐ 13

Sentiment Analysis using Convolution Neural Networks(CNN) and Google News Word2Vec

Tensorcomprehensions ⭐ 13

PyTorch Framework Integration for Tensor Comprehensions

Covid19_prediction ⭐ 13

Survival-Convolution Model for COVID-19 Prediction

Image Captioning ⭐ 13

Image Captioning project for Computer Vision Course at NYU

Lfssr Sas Pytorch ⭐ 13

Repository for "Light Field Spatial Super-resolution Using Deep Efficient Spatial-Angular Separable Convolution" , TIP 2018

Fully Learnable Group Convolution.pytorch ⭐ 13

Implementation of "Fully Learnable Group Convolution for Acceleration of Deep Neural Networks", CVPR'19

Carnd Behavioral Cloning ⭐ 12

PyTorch implementation of Deep Convolution Networks based on EDSR for Compression(Jpeg) Artifacts Reduction

Key_words_spotting ⭐ 12

implementation of "EFFICIENT KEYWORD SPOTTING USING DILATED CONVOLUTIONS AND GATING"

Generalize_spatial_relations ⭐ 12

Code for the paper "Optimization Beyond the Convolution: Generalizing Spatial Relations with End-to-End Metric Learning" (ICRA 2018)

Mi Zhang and Tieyun Qian,Convolution over Hierarchical Level Sentiment Analysis,EMNLP2020

Sound event detection with depthwise separable and dilated convolutions.

Cyclegan_handwriting ⭐ 12

Generate handwriting sentences using Deep learning

Hebbian Masks ⭐ 12

An experiment with some brain-inspired ideas

Latte is a convolutional neural network (CNN) inference engine written in C++ and uses AVX to vectorize operations. The engine runs on Windows 10, Linux and macOS Sierra.

Arcnn Pytorch ⭐ 12

PyTorch implementation of Deep Convolution Networks for Compression Artifacts Reduction (ICCV 2015)

Remote_sensing_segmentation ⭐ 12

Semantic segmentation for remote sensing images

Chainer Glow Mnist ⭐ 12

Glow: Generative Flow with Invertible 1×1 Convolutions

Convolution Neural Network By Pycuda ⭐ 12

pyCUDA implementation of forward propagation for Convolutional Neural Networks

Farneback3d ⭐ 12

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