PaddleDetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

created at Oct. 25, 2019, 7:21 a.m.

193

11,605

2,753

Paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

created at Aug. 15, 2016, 6:59 a.m.

720

21,595

5,429

FastDeploy

⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for ☁️Cloud 📱Mobile and 📹Edge. Including Image, Video, Text and Audio 20+ main stream scenarios and 150+ SOTA models with end-to-end optimization, multi-platform and multi-framework support.

created at June 27, 2022, 10:22 a.m.

56

2,672

426

PaddleNLP

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

created at Feb. 5, 2021, 1:07 p.m.

105

11,078

2,753

PaddleOCR

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

created at May 8, 2020, 10:38 a.m.

432

38,134

7,205

Anakin

None

created at May 18, 2018, 5:32 a.m.

25

172

63

VisualDL

Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具 ）

created at Dec. 20, 2017, 12:34 p.m.

152

4,088

568

paddle-mobile

Multi-platform embedded deep learning framework (『飞桨』多平台高性能嵌入式深度学习框架）

created at Sept. 20, 2017, 11:41 a.m.

300

4,421

883

PARL

A high-performance distributed training framework for Reinforcement Learning

created at April 25, 2018, 5:54 p.m.

54

1,651

384

LARK

LAnguage Representations Kit

created at March 3, 2019, 7:31 a.m.

71

672

129

models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

created at April 20, 2017, 1:30 p.m.

274

6,528

2,922

PaddleHub

Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)

created at Dec. 21, 2018, 6 a.m.

174

10,428

1,869

book

Deep Learning 101 with PaddlePaddle （『飞桨』深度学习框架入门教程）

created at Dec. 16, 2016, 3 a.m.

247

1,982

914

ERNIE

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

created at March 3, 2019, 7:31 a.m.

193

5,439

1,192

Paddle-Lite

PaddlePaddle High Performance Deep Learning Inference Engine for Mobile and Edge (飞桨高性能深度学习端侧推理引擎）

created at Sept. 20, 2017, 11:41 a.m.

339

6,483

1,576

DeepSpeech

A PaddlePaddle implementation of DeepSpeech2 architecture for ASR.

created at Nov. 14, 2017, 12:36 p.m.

99

656

210

PaddleSlim

PaddleSlim is an open-source library for deep model compression and architecture search.

created at Dec. 16, 2019, 2:56 a.m.

91

1,224

286

Serving

A flexible, high-performance carrier for machine learning models（『飞桨』服务化部署框架）

created at March 31, 2019, 12:36 p.m.

74

265

56

FleetX

Paddle Distributed Training Extended. 飞桨分布式训练扩展包

created at Dec. 12, 2018, 3:45 p.m.

15

158

52

PaddleX

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

created at March 11, 2020, 7:58 a.m.

80

3,442

669

PaddleGAN

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

created at June 18, 2020, 10:56 a.m.

99

6,548

1,102

Research

novel deep learning research works with PaddlePaddle

created at Feb. 13, 2020, 9:49 a.m.

34

754

499

PaddleClas

A treasure chest for visual classification and recognition powered by PaddlePaddle

created at March 30, 2020, 4:27 a.m.

72

4,526

954

PaddleSeg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

created at Aug. 26, 2019, 2:32 a.m.

86

7,600

1,559

PaddleRec

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等

created at April 28, 2020, 2:47 a.m.

154

2,915

590

PaddleSpeech

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

created at Nov. 14, 2017, 12:36 p.m.

176

7,061

1,430

PaddleVideo

基于模块化的设计，提供丰富的视频算法实现、产业级的视频算法优化与应用，包括安防、体育、互联网、媒体等行业的动作定位与识别、行为分析、智能封面、视频标注、视频打标签等，涵盖动作识别与视频分类、动作定位、动作检测、多模态文本视频检索等技术。

created at Nov. 12, 2020, 11:40 a.m.

31

875

253

PaddleTS

Awesome Easy-to-Use Deep Time Series Modeling based on PaddlePaddle, including comprehensive functionality modules like TSDataset, Analysis, Transform, Models, AutoTS, and Ensemble, etc., supporting versatile tasks like time series forecasting, representation learning, and anomaly detection, etc., featured with quick tracking of SOTA deep models.

created at May 17, 2022, 7:59 a.m.

11

219

52