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492 search results found

Learnopencv ⭐ 19,864

Learn OpenCV : C++ and Python Examples

Deep Learning For Image Processing ⭐ 18,759

deep learning for image processing including classification and object-detection etc.

Nlp Tutorial ⭐ 13,226

Natural Language Processing Tutorial for Deep Learning Researchers

Supervision ⭐ 9,320

We write your reusable computer vision tools. 💜

Pytorch Tutorial ⭐ 7,372

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

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

Torch2trt ⭐ 4,267

An easy to use PyTorch to TensorRT converter

Bert Chinese Text Classification Pytorch ⭐ 3,156

使用Bert，ERNIE，进行中文文本分类

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Pygcn ⭐ 2,952

Graph Convolutional Networks in PyTorch

Uer Py ⭐ 2,802

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Pointnet_pointnet2_pytorch ⭐ 2,491

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Tabnet ⭐ 2,386

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

Auto Pytorch ⭐ 2,158

Automatic architecture search and hyperparameter optimization for PyTorch

Pycls ⭐ 2,076

Codebase for Image Classification Research, written in PyTorch.

Raster Vision ⭐ 1,956

An open source library and framework for deep learning on satellite and aerial imagery.

3d Pointcloud ⭐ 1,940

Papers and Datasets about Point Cloud.

Pointnet.pytorch ⭐ 1,759

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

Lightning Flash ⭐ 1,730

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

Bayesian Neural Networks ⭐ 1,633

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

Easycv ⭐ 1,614

An all-in-one toolkit for computer vision

Chinese Text Classification Pytorch ⭐ 1,609

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_At

Classyvision ⭐ 1,550

An end-to-end PyTorch framework for image and video classification

Ml Cvnets ⭐ 1,543

CVNets: A library for training computer vision networks

Dlcv_for_beginners ⭐ 1,409

《深度学习与计算机视觉》配套代码

Python Tutorial ⭐ 1,261

Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数

Pytorch Classification ⭐ 1,244

Classification with PyTorch.

Mmrazor ⭐ 1,231

OpenMMLab Model Compression Toolbox and Benchmark.

Semi Supervised Learning ⭐ 1,069

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

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

Simplecvreproduction ⭐ 1,021

Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.

Inference ⭐ 1,003

Reference implementations of MLPerf™ inference benchmarks

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

Tencentpretrain ⭐ 951

Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

Medmnist ⭐ 903

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

Image Test Time Augmentation with PyTorch!

Nlp Tutorial ⭐ 836

A list of NLP(Natural Language Processing) tutorials

Cnn Text Classification Pytorch ⭐ 807

CNNs for Sentence Classification in PyTorch

Breast_cancer_classifier ⭐ 804

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

Transformers Tutorials ⭐ 777

Github repo with tutorials to fine tune transformers for diff NLP tasks

Lightautoml ⭐ 769

LAMA - automatic model creation framework

Bert Multi Label Text Classification ⭐ 761

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

Video Classification 3d Cnn Pytorch ⭐ 749

Video classification tools using 3D ResNet

Neural Network Compression Framework for enhanced OpenVINO™ inference

Classification_models ⭐ 706

Classification models trained on ImageNet. Keras.

Pytorchinsight ⭐ 678

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

All-in-one Toolbox for Computer Vision Research.

All About The Gan ⭐ 602

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper

A Python toolbox/library for reality-centric machine learning/deep learning on partially-observed time series with PyTorch, including SOTA models supporting tasks of imputation, classification, clustering, and forecasting on incomplete (irregularly-sampled) multivariate time series with NaN missing values/data. https://arxiv.org/abs/2305.18811

Pytorch Randaugment ⭐ 557

Unofficial PyTorch Reimplementation of RandAugment.

Text Classification Pytorch ⭐ 538

Text classification using deep learning models in Pytorch

Multi-Modal learning toolkit based on PaddlePaddle and PyTorch, supporting multiple applications such as multi-modal classification, cross-modal retrieval and image caption.

Chinesenre ⭐ 523

中文实体关系抽取，pytorch，bilstm+attention

Nlp_pytorch_project ⭐ 517

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

PyTorch deep learning models for document classification

Pytorch Mobilenet V3 ⭐ 481

MobileNetV3 in pytorch and ImageNet pretrained models

Attention Networks For Classification ⭐ 477

Hierarchical Attention Networks for Document Classification in PyTorch

Pytorch Image Classification ⭐ 475

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

Dgcnn.pytorch ⭐ 453

A PyTorch implementation of Dynamic Graph CNN for Learning on Point Clouds (DGCNN)

Ios Demo App ⭐ 440

PyTorch iOS examples

Pytextclassifier ⭐ 427

pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，TextRNN，BERT等分类模型

Structured Self Attention ⭐ 412

A Structured Self-attentive Sentence Embedding

Graph Transformer ⭐ 408

Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

Ner Bert ⭐ 403

BERT-NER (nert-bert) with google bert https://github.com/google-research.

Pytorch Pretrained Vit ⭐ 378

Vision Transformer (ViT) in PyTorch

High-level batteries-included neural network training library for Pytorch

Jittor implementation of PCT:Point Cloud Transformer

Bag_of_tricks_for_image_classification_with_convolutional_neural_networks ⭐ 352

experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN acc

Edgenets ⭐ 340

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

Chexnet ⭐ 331

A pytorch reimplementation of CheXNet

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

Simplet5 ⭐ 305

simpleT5 is built on top of PyTorch-lightning⚡️ and Transformers🤗 that lets you quickly train your T5 models.

Crossformer ⭐ 302

The official code for the paper: https://openreview.net/forum?id=_PHymLIxuI

Torchsat ⭐ 285

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

How To Use Transformers ⭐ 271

Transformers 库快速入门教程

Argus Freesound ⭐ 266

Kaggle | 1st place solution for Freesound Audio Tagging 2019

Trojanzoo ⭐ 260

TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

Textclassification ⭐ 255

Pytorch + NLP, 一份友好的项目实践仓库

Crnn Audio Classification ⭐ 249

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

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)

Pytorch Exercise ⭐ 239

Practical Exercise Codes for PyTorch

Pytorch Classification Uncertainty ⭐ 235

This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"

Timeseries_fastai ⭐ 224

fastai V2 implementation of Timeseries classification papers.

Mnist_tutorial ⭐ 222

A tutorial for MNIST handwritten digit classification using sklearn, PyTorch and Keras.

Magnetloss Pytorch ⭐ 213

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

Pointnet ⭐ 211

PyTorch implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

Torchvggish ⭐ 203

Pytorch port of Google Research's VGGish model used for extracting audio features.

Mobilenet V2 ⭐ 201

A Complete and Simple Implementation of MobileNet-V2 in PyTorch

Seal Ci ⭐ 201

A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)

Smooth Topk ⭐ 199

Smooth Loss Functions for Deep Top-k Classification

[NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "Fast Vision Transformers with HiLo Attention"

Lstm Music Genre Classification ⭐ 184

Music genre classification with LSTM Recurrent Neural Nets in Keras & PyTorch

Bert Pytorch Chinese Textclassification ⭐ 181

Pytorch Bert Finetune in Chinese Text Classification

Pytorch Multi Label Classifier ⭐ 174

A pytorch implemented classifier for Multiple-Label classification

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