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Search results for pytorch convolutional neural networks

convolutional-neural-networks x

377 search results found

Dropblock ⭐ 408

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

Nmtpytorch ⭐ 395

Sequence-to-Sequence Framework in PyTorch

Universenet ⭐ 392

USB: Universal-Scale Object Detection Benchmark (BMVC 2022)

Mixhop And N Gcn ⭐ 389

An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).

Colorization Pytorch ⭐ 382

PyTorch reimplementation of Interactive Deep Colorization

UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.

Awesome Gcn ⭐ 377

resources for graph convolutional networks （图卷积神经网络相关资源）

Espnetv2 ⭐ 375

A light-weight, power efficient, and general purpose convolutional neural network

First Steps Towards Deep Learning ⭐ 375

This is an open sourced book on deep learning.

Fcn Pytorch ⭐ 366

🚘 Easiest Fully Convolutional Networks

Yuzumarker.fontdetection ⭐ 361

✨ 首个CJK（中日韩）字体识别以及样式提取模型 YuzuMarker的字体识别模型与实现 / First-ever CJK (Chinese Japanese Korean) Font Recognition and Style Extractor, side project of YuzuMarker

Pytorch Unet ⭐ 357

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

Change Detection Review ⭐ 352

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

Yolo V2 Pytorch ⭐ 348

YOLO for object detection tasks

Pytorch Srgan ⭐ 348

A modern PyTorch implementation of SRGAN

Libra_r Cnn ⭐ 343

Code for CVPR 2019 paper "Libra R-CNN: Towards Balanced Learning for Object Detection"

Benchmarking Keras Pytorch ⭐ 342

🔥 Reproducibly benchmarking Keras and PyTorch models

Edgenets ⭐ 340

This repository contains the source code of our work on designing efficient CNNs for computer vision

LCNN: End-to-End Wireframe Parsing

Machine Learning Is All You Need ⭐ 337

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Slimming ⭐ 337

Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

Pytorch Slimming ⭐ 328

Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

Pytorch Receptive Field ⭐ 323

Compute CNN receptive field size in pytorch in one line

Pytorch Tutorials Examples And Books ⭐ 316

PyTorch1.x tutorials, examples and some books I found 【不定期更新】整理的PyTorch 1.x 最新版教程、例子和书籍

Glasses ⭐ 311

High-quality Neural Networks for Computer Vision 😎

Text Classification Models Pytorch ⭐ 309

Implementation of State-of-the-art Text Classification Models in Pytorch

Hyperspectral Classification ⭐ 309

Hyperspectral-Classification Pytorch

Fast Pytorch ⭐ 299

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

Person Attribute Recognition Marketduke ⭐ 294

A simple baseline implemented in PyTorch for pedestrian attribute recognition task, evaluating on Market-1501 and DukeMTMC-reID dataset.

序列化标注工具，基于PyTorch实现BLSTM-CNN-CRF模型，CoNLL 2003 English NER测试集F1值为91.10%（word and char feature）。

Sppnet Pytorch ⭐ 283

A simple Spatial Pyramid Pooling layer which could be added in CNN

Bilinear Cnn ⭐ 274

PyTorch implementation of bilinear CNN for fine-grained image recognition

Velocity in deep-learning research

Lanczosnetwork ⭐ 271

Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019

Naszilla ⭐ 269

Naszilla is a Python library for neural architecture search (NAS)

Unet Zoo ⭐ 262

A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation

Fast Neural Style Pytorch ⭐ 261

Fast Neural Style Transfer implementation in PyTorch 🎨 🎨 🎨

A PyTorch implementation of ESPCN based on CVPR 2016 paper "Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network"

Pytorch Saltnet ⭐ 259

Kaggle | 9th place single model solution for TGS Salt Identification Challenge

Yolov5 Gradcam ⭐ 258

Visualizing Yolov5's layers using GradCam

日常收集的资料和代码

Pytorch Deformable Convolution V2 ⭐ 250

Don't feel pain to use Deformable Convolution

Grid R Cnn ⭐ 249

Pytorch Cifar Models ⭐ 245

3.41% and 17.11% error on CIFAR-10 and CIFAR-100

Cnn_keras ⭐ 245

CNN | Keras/PyTorch | CAPTCHA recognition（卷积神经网络、Keras/PyTorch框架、验证码识别）

Mead Baseline ⭐ 245

Deep-Learning Model Exploration and Development for NLP

Graph_nn ⭐ 244

Graph Classification with Graph Convolutional Networks in PyTorch (NeurIPS 2018 Workshop)

Gast Net 3dposeestimation ⭐ 243

A Graph Attention Spatio-temporal Convolutional Networks for 3D Human Pose Estimation in Video (GAST-Net)

Age Estimation Pytorch ⭐ 240

PyTorch-based CNN implementation for estimating age from face images

Traffic_prediction ⭐ 237

Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).

Torchfusion ⭐ 237

A modern deep learning framework built to accelerate research and development of AI systems

Domain Adaptive Faster Rcnn Pytorch ⭐ 230

Domain Adaptive Faster R-CNN in PyTorch

BiLSTM-CNN-CRF tagger

Iseebetter ⭐ 223

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

Ssd Variants ⭐ 220

PyTorch implementation of several SSD based object detection algorithms.

Depthawarecnn ⭐ 218

Depth-aware CNN for RGB-D Segmentation, ECCV 2018

Mobilenetv2 Pytorch ⭐ 214

Impementation of MobileNetV2 in pytorch

Magnetloss Pytorch ⭐ 213

PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.

Dfl Cnn ⭐ 211

This is a pytorch re-implementation of Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition

Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"

Character Based Cnn ⭐ 209

Implementation of character based convolutional neural network

Facelet_bank ⭐ 208

Facelet-Bank for Fast Portrait Manipulation (pytorch)

Retrieval 2017 Cam ⭐ 206

Class-Weighted Convolutional Features for Image Retrieval (BMVC 2017)

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

Action_recognition_zoo ⭐ 202

Codes for popular action recognition models, verified on the something-something data set.

Mobilenet V2 ⭐ 201

A Complete and Simple Implementation of MobileNet-V2 in PyTorch

C3d Pytorch ⭐ 201

Pytorch porting of C3D network, with Sports1M weights

Attention_ocr.pytorch ⭐ 197

This repository implements the the encoder and decoder model with attention model for OCR

Deeplearing Interview Awesome 2024 ⭐ 196

We'll cover some of the most common Deep Learning Interview Questions and answers and provide detailed answers to help you

Explainable Cnn ⭐ 196

📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.

Pytorch Estimate Flops ⭐ 193

Estimate/count FLOPS for a given neural network using pytorch

Plant_disease_detection ⭐ 192

Plant Disease Detector Web Application

Smaat Unet ⭐ 190

PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"

Summarunner ⭐ 188

The PyTorch Implementation of SummaRuNNer

Official repository of XVFI (ICCV 2021, Oral)

SPIGA: Shape Preserving Facial Landmarks with Graph Attention Networks.

Machinelearning Ai ⭐ 184

This repository contains all the work that I regularly did and studied from Medium blogs, several research papers, and other Repos (related/unrelated to the research papers).

Official Code of Paper "Reversible Column Networks" "RevColv2"

Fast Aginggan ⭐ 179

A deep learning model to age faces in the wild, currently runs at 60+ fps on GPUs

Shortest solutions for CS231n 2021-2023

Parsing R Cnn ⭐ 173

Parsing R-CNN for Instance-Level Human Analysis

Hierarchical Attention Networks Pytorch ⭐ 171

Hierarchical Attention Networks for document classification

Dgc Net ⭐ 167

A PyTorch implementation of "DGC-Net: Dense Geometric Correspondence Network"

Deform_conv_pytorch ⭐ 166

PyTorch Implementation of Deformable Convolution

Selecsls Pytorch ⭐ 165

Reference ImageNet implementation of SelecSLS CNN architecture proposed in the SIGGRAPH 2020 paper "XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera". The repository also includes code for pruning the model based on implicit sparsity emerging from adaptive gradient descent methods, as detailed in the CVPR 2019 paper "On implicit filter level sparsity in Convolutional Neural Networks".

Visual Interaction Networks Pytorch ⭐ 164

This's an implementation of deepmind Visual Interaction Networks paper using pytorch

Code repository of the paper "Towards a General Purpose CNN for Long Range Dependencies in N-D" https://arxiv.org/abs/2206.03398.

Reproduce Chexnet ⭐ 162

Reproduce CheXNet

Pratik Derin Ogrenme Uygulamalari ⭐ 162

Çeşitli kütüphaneler kullanılarak Türkçe kod açıklamalarıyla TEMEL SEVİYEDE pratik derin öğrenme uygulamaları.

Elektronn3 ⭐ 161

A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biomedical image data

Do Conv ⭐ 159

Depthwise Over-parameterized Convolutional Layer

Iresnet ⭐ 157

Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)

Waveletsrnet ⭐ 156

A pytorch implementation of Paper "Wavelet-srnet: A wavelet-based cnn for multi-scale face super resolution"

Chinese Text Classification Pytorch ⭐ 156

中文文本分类任务，基于PyTorch实现（TextCNN，TextRNN，FastText，Text DPCNN, Transformer，Bert，ERNIE），开箱即用！

Crnn Pytorch ⭐ 155

Pytorch implementation of CRNN (CNN + RNN + CTCLoss) for all language OCR.

Dl_note ⭐ 155

深度学习系统笔记，包含深度学习数学基础知识、神经网络基础部件详解、深度学习炼丹策略、模型压缩算法详解

Cnnvis Pytorch ⭐ 154

visualization of CNN in PyTorch

Multi Camera Person Re Identification ⭐ 154

State-of-the-art model for person re-identification in Multi-camera Multi-Target Tracking. Benchmarked on Market-1501 and DukeMTMTC-reID datasets.

Lenet 5 ⭐ 154

PyTorch implementation of LeNet-5 with live visualization

Tiny Faces Pytorch ⭐ 153

Finding Tiny Faces in PyTorch

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