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75 search results found

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.

Sparseconvnet ⭐ 1,956

Submanifold sparse convolutional networks

Grenade ⭐ 1,430

Deep Learning in Haskell

Captainblackboard ⭐ 1,047

船长关于机器学习、计算机视觉和工程技术的总结和分享

Dl Workshop Series ⭐ 935

Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)

Conformer ⭐ 809

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

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

Pytorch Inpainting With Partial Conv ⭐ 562

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

E(2)-Equivariant CNNs Library for Pytorch

Numpycnn ⭐ 531

Building Convolutional Neural Networks From Scratch using NumPy

Cnn_lstm_ctc_ocr ⭐ 470

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

Spatio Temporal Paper List ⭐ 396

Spatio-temporal modeling 论文列表（主要是graph convolution相关)

Carnd Vehicle Detection ⭐ 351

Vehicle detection using YOLO in Keras runs at 21FPS

Pointconv ⭐ 351

Курс "Глубокое обучение (Deep Learning)" (ВМК, МГУ имени М.В. Ломоносова)

Chainer Faster Rcnn ⭐ 284

Object Detection with Faster R-CNN in Chainer

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)

Lenet5_hls ⭐ 188

FPGA Accelerator for CNN using Vivado HLS

Convolution_network_on_fpga ⭐ 187

CNN acceleration on virtex-7 FPGA with verilog HDL

Sparse Winograd Cnn ⭐ 187

Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)

Continuous Convop ⭐ 171

The Continuous Convolution Operator Tracker (C-COT).

Cnn Relationextraction ⭐ 170

Convolution neural network for relation extraction between two given entities

Deform_conv_pytorch ⭐ 166

PyTorch Implementation of Deformable Convolution

Accelerating Cnn With Fpga ⭐ 164

This project accelerates CNN computation with the help of FPGA, for more than 50x speed-up compared with CPU.

Mojo Cnn ⭐ 152

mojo cnn: c++ convolutional neural network

Easycnn ⭐ 151

easy convolution neural network

Deform Conv ⭐ 150

Deformable Convolution in TensorFlow / Keras

Deep_image_prior ⭐ 146

Image reconstruction done with untrained neural networks.

Pytorch ⭐ 145

Deep Learning Zero to All - Pytorch

Segaware ⭐ 139

Segmentation-Aware Convolutional Networks Using Local Attention Masks

Pointconv_pytorch ⭐ 136

pytorch version of PointConv

Neurvps ⭐ 132

Neural Vanishing Point Scanning via Conic Convolution

Id Cnn Cws ⭐ 130

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

Convolution Vision Transformers ⭐ 110

PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers

Deep_image_model ⭐ 102

Deep convolution/recurrent neural network project with TensorFlow

Deepsphere Pytorch ⭐ 102

DeepSphere: a graph-based spherical CNN (PyTorch)

Cnn Text Classification ⭐ 101

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

Cnn From Scratch ⭐ 101

A Convolutional Neural Network implemented from scratch (using only numpy) in Python.

This is a deep learning framework for cnn which using xnor method to accelerate calculating convolution layer on cpu.

Deep Learning For Beginners ⭐ 89

videos, lectures, blogs for Deep Learning

Xilinx Deep Learning IP

Gcn Pytorch ⭐ 81

Graph Convolution Network for PyTorch

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

Contiguous Succotash ⭐ 70

Recurrent Variational Autoencoder with Dilated Convolutions that generates sequential data implemented in pytorch

Hand Gesture Recognition Using Background Elllimination And Convolution Neural Network ⭐ 70

Hand Gesture Recognition using Convolution Neural Network built using Tensorflow, OpenCV and python

Neuralnetworkpostprocessing ⭐ 69

Unity Post Processing with Convolution Neural Network

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

Deep_text_matching ⭐ 68

implementation several deep text match (text similarly) models for keras . cdssm, arc-ii,match_pyramid, mvlstm ,esim, drcn ,bimpm, bert, albert, raberta

R Cnn_light ⭐ 64

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

Chainer Visualization ⭐ 60

Chainer implementation of the paper Visualizing and Understanding Convolutional Networks, 2013

Visualizing_convnets ⭐ 59

This is the code repository for my Medium post "Understanding your Convolution network with Visualizations"

State of the Art Neural Networks for Deep Learning

Rpg_asynet ⭐ 56

Code for the paper "Event-based Asynchronous Sparse Convolutional Networks" (ECCV, 2020).

Pytorch_convnd ⭐ 51

Functional N-dimensional convolution in Pytorch, recursively calling convNd until reaching conv3d.

Fashion Mnist ⭐ 50

4 different image classification ConvNets models for Fashion-MNIST dataset

Emotion_recognition_cnn ⭐ 45

Sketch A Xnornet ⭐ 44

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

This toolbox is support material for the book on CNN (http://www.convolution.network).

Accurate Binary Convolution Network ⭐ 42

Binary Convolution Network for faster real-time processing in ASICs

Repo for our CVPR Paper: Watch your Up-Convolution: CNN Based Generative Deep Neural Networks areFailing to Reproduce Spectral Distributions

An Open Convolutional Neural Network Framework in C++ From Scratch

Ml Simple Works ⭐ 40

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

A Lightweight & Flexible Deep Learning (Neural Network) Framework in Python

Clean, scalable and easy to use ResNet implementation in Pytorch

Convolutional Neural Network ⭐ 37

Implementation of CNN using Verilog

A python implementation of Patchy-San Convolutional Network for Graph

Convolution Flavors ⭐ 31

Implementation of convolution layer in different flavors

This project is the implementation of the "Automatically Designing CNN Architectures Using Genetic Algorithm for Image Classification" paper

Conv Benchmark ⭐ 30

Evaluating efficiency of several types of convolutions

使用numpy构建cnn复习深度学习知识

Diabetic Retinopathy With Cnn ⭐ 29

Cnn_forward ⭐ 29

CNN(Convolutional neural network) forward code which requires little dependency(Opencv, TBB-optional) and is easy to run on Windows(using caffe's model)

[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

Cnn Filter Db ⭐ 28

A database of over 1.4 billion 3x3 convolution filters extracted from hundreds of diverse CNN models with relevant meta information (CVPR 2022 ORAL)

Caffemodel_compress ⭐ 27

A c++ project what performing CNN channel pruning

Dilation Pytorch Semantic Segmentation ⭐ 26

A PyTorch implementation of semantic segmentation according to Multi-Scale Context Aggregation by Dilated Convolutions by Yu and Koltun.

Ssvep Multi Task Learning ⭐ 25

Using multi-task learning to capture signals simultaneously from the fovea efficiently and the neighboring targets in the peripheral vision generate a visual response map. A calibration-free user-independent solution, desirable for clinical diagnostics. A stepping stone for an objective assessment of glaucoma patients’ visual field.

Dcgan For Psychonauts ⭐ 24

Use DCGAN to create trippy videos

Sudoku Solver ⭐ 24

Solving Sudoku with Convolution Neural Networks.

Regulatory Prediction ⭐ 24

Code and Data to accompany "Dilated Convolutions for Modeling Long-Distance Genomic Dependencies", presented at the ICML 2017 Workshop on Computational Biology

Tensorflow Convolution Models ⭐ 23

Coarsenet ⭐ 21

Modified version of U-net based on "Convolutional Networks for Biomedical Image Segmentation (Ronneberger et al., 2015)" paper.

Covid19 Detection Using Chest X Ray ⭐ 21

Covid-19 detection in chest x-ray images using Convolution Neural Network.

Face Detection Using Cnn ⭐ 20

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

Class Activation Mappings ⭐ 20

Visualizing where the Convolution Network is looking through CAM.

Cnn_vgg19_verilog ⭐ 20

Convolution Neural Network of vgg19 model in verilog

Kervolution ⭐ 19

Kervolution implementation using TF2.0

Steganalysis_with_cnn_yedroudj Net ⭐ 19

Steganalysis based deep learning

Face_recognition ⭐ 19

Face Recognition with Custom Dataset

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

Fakeimagekiller ⭐ 16

Tampered image recognition based on convolution neural network.

Cat Dog Cnn Classifier ⭐ 16

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

Facerec_cnn ⭐ 16

A Face recognition app based on a CNN using Tensorflow

Yet Another rust Neural Network framework

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