Awesome Open Source

Programming Languages

Search results for pytorch cnn

1,320 search results found

Mmdetection ⭐ 25,635

OpenMMLab Detection Toolbox and Benchmark

Easyocr ⭐ 19,436

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Pytorch Handbook ⭐ 18,594

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友

Maskrcnn Benchmark ⭐ 9,052

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

Deeplearning ⭐ 7,463

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Pytorch Tutorial ⭐ 7,372

Build your neural network easy and fast, 莫烦Python中文教学

Pytorch Unet ⭐ 6,910

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Techniques ⭐ 6,907

Techniques for deep learning with satellite & aerial imagery

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

Faster Rcnn.pytorch ⭐ 5,938

A faster pytorch implementation of faster r-cnn

Machine Learning Collection ⭐ 5,693

A resource for learning about Machine learning & Deep Learning

Deep Learning V2 Pytorch ⭐ 4,973

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanod

Tengine ⭐ 4,425

Tengine is a lite, high performance, modular inference engine for embedded device

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Efficient Ai Backbones ⭐ 3,439

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,436

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

Sequence modeling benchmarks and temporal convolutional networks

Bert Chinese Text Classification Pytorch ⭐ 3,156

使用Bert，ERNIE，进行中文文本分类

Interviews.ai ⭐ 3,146

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

Simple Faster Rcnn Pytorch ⭐ 3,107

A simplified implemention of Faster R-CNN that replicate performance from origin paper

Resnest ⭐ 3,070

ResNeSt: Split-Attention Networks

Pygcn ⭐ 2,952

Graph Convolutional Networks in PyTorch

Pytorch Sentiment Analysis ⭐ 2,905

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Super Slomo ⭐ 2,873

PyTorch implementation of Super SloMo by Jiang et al.

Darts ⭐ 2,775

Differentiable architecture search for convolutional and recurrent networks

Deep_sort_pytorch ⭐ 2,543

MOT using deepsort and yolov3 with pytorch

Minkowskiengine ⭐ 2,102

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

Micronet ⭐ 2,047

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/in

Turkce Yapay Zeka Kaynaklari ⭐ 1,893

Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.

Ncrfpp ⭐ 1,862

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

Deblurgan ⭐ 1,657

Image Deblurring using Generative Adversarial Networks

Pytorch Fcn ⭐ 1,628

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

Pytorch Networks ⭐ 1,607

Pytorch implementation of cnn network

Torch Cam ⭐ 1,510

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

Big_transfer ⭐ 1,421

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

Ultra Fast Lane Detection ⭐ 1,391

Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)

Fast Autoaugment ⭐ 1,358

Official Implementation of 'Fast AutoAugment' in PyTorch.

Dl Colab Notebooks ⭐ 1,314

Try out deep learning models online on Google Colab

Spark ⭐ 1,274

[ICLR'23 Spotlight] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

Deeplearning_tutorials ⭐ 1,216

The deeplearning algorithms implemented by tensorflow

Meshcnn ⭐ 1,211

Convolutional Neural Network for 3D meshes in PyTorch

Pytorch Bayesiancnn ⭐ 1,181

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

Dgcnn ⭐ 1,179

Cnnimageretrieval Pytorch ⭐ 1,174

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

Deep Learning With Pytorch Tutorials ⭐ 1,166

深度学习与PyTorch入门实战视频教程配套源代码和PPT

Fastmri ⭐ 1,148

A large-scale dataset of both raw MRI measurements and clinical MRI images.

Dcnv2 ⭐ 1,131

Deformable Convolutional Networks v2 with Pytorch

Machine Learning Curriculum ⭐ 1,062

💻 Learn to make machines learn so that you don't have to struggle to program them; The ultimate list

Pytorch_classification ⭐ 1,055

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特

Deep Learning Experiments ⭐ 1,033

Videos, notes and experiments to understand deep learning

Rethinking Network Pruning ⭐ 997

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

Pytorchtext ⭐ 959

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

Awesome Colab Notebooks ⭐ 954

Collection of google colaboratory notebooks for fast and easy experiments

Pytorch Adain ⭐ 948

Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]

Awesome Backbones ⭐ 917

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

Federated Learning Pytorch ⭐ 902

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

Addernet ⭐ 857

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

Quickdraw ⭐ 851

Implementation of Quickdraw - an online game developed by Google

Pixellib ⭐ 828

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

Cnn Text Classification Pytorch ⭐ 807

CNNs for Sentence Classification in PyTorch

Text_select_captcha ⭐ 801

实现文字点选、选字、选择、点触验证码识别，基于pytorch训练

Switchable Normalization ⭐ 771

Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10779

Prototypical Networks For Few Shot Learning Pytorch ⭐ 769

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

Sincnet ⭐ 764

SincNet is a neural architecture for efficiently processing raw audio samples.

Robustness ⭐ 728

Corruption and Perturbation Robustness (ICLR 2019)

Cvnd_exercises ⭐ 721

Exercise notebooks for CVND.

Conformer ⭐ 720

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

Flashtorch ⭐ 712

Visualization toolkit for neural networks in PyTorch! Demo -->

Pytorchinsight ⭐ 678

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

Lightcnn ⭐ 641

A Light CNN for Deep Face Representation with Noisy Labels, TIFS 2018

Codes For Lane Detection ⭐ 629

Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)

D2-Net: A Trainable CNN for Joint Description and Detection of Local Features

Pytorch Cnn Finetune ⭐ 580

Fine-tune pretrained Convolutional Neural Networks with PyTorch

Textclassificationbenchmark ⭐ 577

A Benchmark of Text Classification in PyTorch

Sketch_simplification ⭐ 572

Models and code related to sketch simplification of rough sketches.

Detectorch ⭐ 567

Detectorch - detectron for PyTorch

Fchd Fully Convolutional Head Detector ⭐ 560

Code for FCHD - A fast and accurate head detector

Pytorch Randaugment ⭐ 557

Unofficial PyTorch Reimplementation of RandAugment.

Pytorch Captcha Recognition ⭐ 548

基于CNN训练的一套 "端到端" 的验证码识别模型，使用深度学习+训练数据+大量计算力，纯数字识别率高达 99.99%，数字+字母识别率 96%

Liteflownet ⭐ 543

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

Pkuautoelective ⭐ 522

北大选课网补退选阶段自动选课小工具

Stereo Rcnn ⭐ 517

Code for 'Stereo R-CNN based 3D Object Detection for Autonomous Driving' (CVPR 2019)

Graphwaveletneuralnetwork ⭐ 501

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

Network Slimming ⭐ 499

Network Slimming (Pytorch) (ICCV 2017)

PyTorch deep learning models for document classification

E(2)-Equivariant CNNs Library for Pytorch

Pytorch Image Classification ⭐ 475

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction

Real Time Gesrec ⭐ 469

Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101

Convert_torch_to_pytorch ⭐ 463

Convert torch t7 model to pytorch model and source.

Mtcnn Pytorch ⭐ 460

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks

Hardnet ⭐ 458

Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"

2s Agcn ⭐ 451

Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition in CVPR19

Trending Deep Learning ⭐ 449

Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.

Vnet.pytorch ⭐ 421

A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

Ghostnet.pytorch ⭐ 418

[CVPR2020] GhostNet: More Features from Cheap Operations

Pytorch Inpainting With Partial Conv ⭐ 411

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

Dropblock ⭐ 408

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

Nmtpytorch ⭐ 395

Sequence-to-Sequence Framework in PyTorch

Related Searches

Python Pytorch (14,667)

Deep Pytorch (7,270)

Python Cnn (5,079)

Jupyter Pytorch (4,791)

Deep Learning Pytorch (4,652)

Jupyter Notebook Pytorch (3,877)

Jupyter Cnn (3,867)

Deep Learning Cnn (3,717)

Deep Cnn (3,717)

Jupyter Notebook Cnn (2,784)

1-100 of 1,320 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2023 Awesome Open Source. All rights reserved.