@PaddlePaddle

Top repositories

1

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)
Python
39,056
star
2

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)
C++
21,659
star
3

PaddleHub

Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)
Python
12,515
star
4

PaddleDetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
Python
12,179
star
5

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.
Python
11,516
star
6

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.
Python
10,271
star
7

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.
Python
8,288
star
8

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.
Python
7,701
star
9

models

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.
Python
6,873
star
10

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)
C++
6,865
star
11

ERNIE

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.
Python
6,199
star
12

PaddleClas

A treasure chest for visual classification and recognition powered by PaddlePaddle
Python
5,280
star
13

VisualDL

Deep Learning Visualization Toolkit(『飞桨』深度学习可视化工具 )
HTML
4,737
star
14

PaddleX

PaddlePaddle End-to-End Development Toolkit(『飞桨』深度学习全流程开发工具)
Python
4,577
star
15

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
Python
4,116
star
16

PARL

A high-performance distributed training framework for Reinforcement Learning
Python
3,191
star
17

awesome-DeepLearning

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
Jupyter Notebook
2,831
star
18

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.
C++
2,748
star
19

book

Deep Learning 101 with PaddlePaddle (『飞桨』深度学习框架入门教程)
Jupyter Notebook
2,729
star
20

Research

novel deep learning research works with PaddlePaddle
Python
1,694
star
21

PGL

Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle
Python
1,559
star
22

PaddleSlim

PaddleSlim is an open-source library for deep model compression and architecture search.
Python
1,518
star
23

PaddleVideo

Awesome video understanding toolkits based on PaddlePaddle. It supports video data annotation tools, lightweight RGB and skeleton based action recognition model, practical applications for video tagging and sport action detection.
Python
1,419
star
24

Paddle.js

Paddle.js is a web project for Baidu PaddlePaddle, which is an open source deep learning framework running in the browser. Paddle.js can either load a pre-trained model, or transforming a model from paddle-hub with model transforming tools provided by Paddle.js. It could run in every browser with WebGL/WebGPU/WebAssembly supported. It could also run in Baidu Smartprogram and WX miniprogram.
JavaScript
928
star
25

Serving

A flexible, high-performance carrier for machine learning models(『飞桨』服务化部署框架)
C++
879
star
26

PaddleHelix

Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集
Python
789
star
27

RocketQA

🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.
Python
742
star
28

X2Paddle

Deep learning model converter for PaddlePaddle. (『飞桨』深度学习模型转换工具)
Python
714
star
29

Knover

Large-scale open domain KNOwledge grounded conVERsation system based on PaddlePaddle
Python
671
star
30

Paddle2ONNX

ONNX Model Exporter for PaddlePaddle
Python
656
star
31

Paddle-Lite-Demo

lib, demo, model, data
C++
645
star
32

Parakeet

PAddle PARAllel text-to-speech toolKIT (supporting Tacotron2, Transformer TTS, FastSpeech2/FastPitch, SpeedySpeech, WaveFlow and Parallel WaveGAN)
Python
599
star
33

FlyCV

FlyCV is a high-performance library for processing computer visual tasks.
C++
569
star
34

Quantum

Jupyter Notebook
550
star
35

Paddle3D

A 3D computer vision development toolkit based on PaddlePaddle. It supports point-cloud object detection, segmentation, and monocular 3D object detection models.
Python
543
star
36

Anakin

High performance Cross-platform Inference-engine, you could run Anakin on x86-cpu,arm, nv-gpu, amd-gpu,bitmain and cambricon devices.
C++
529
star
37

PaddleYOLO

🚀🚀🚀 YOLO series of PaddlePaddle implementation, PP-YOLOE+, RT-DETR, YOLOv5, YOLOv6, YOLOv7, YOLOv8, YOLOX, YOLOv5u, YOLOv7u, YOLOv6Lite, RTMDet and so on. 🚀🚀🚀
Python
513
star
38

VIMER

视觉预训练基础模型仓库
Python
481
star
39

PaddleFL

Federated Deep Learning in PaddlePaddle
Python
480
star
40

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.
Python
454
star
41

PaddleFleetX

飞桨大模型开发套件,提供大语言模型、跨模态大模型、生物计算大模型等领域的全流程开发工具链。
Python
424
star
42

PaddleRS

Awesome Remote Sensing Toolkit based on PaddlePaddle.
Python
330
star
43

PaddleSpatial

PaddleSpatial is an open-source spatial-temporal computing tool based on PaddlePaddle.
GLSL
319
star
44

PaddleCloud

PaddlePaddle Docker images and K8s operators for PaddleOCR/Detection developers to use on public/private cloud.
Go
280
star
45

ERNIE-SDK

ERNIE Bot Agent is a Large Language Model (LLM) Agent Framework, powered by the advanced capabilities of ERNIE Bot and the platform resources of Baidu AI Studio.
Jupyter Notebook
274
star
46

MetaGym

Collection of Reinforcement Learning / Meta Reinforcement Learning Environments.
Python
270
star
47

PASSL

PASSL包含 SimCLR,MoCo v1/v2,BYOL,CLIP,PixPro,simsiam, SwAV, BEiT,MAE 等图像自监督算法以及 Vision Transformer,DEiT,Swin Transformer,CvT,T2T-ViT,MLP-Mixer,XCiT,ConvNeXt,PVTv2 等基础视觉算法
Python
262
star
48

PaddleScience

PaddleScience is SDK and library for developing AI-driven scientific computing applications based on PaddlePaddle.
Python
240
star
49

docs

Documentations for PaddlePaddle
Python
231
star
50

InterpretDL

InterpretDL: Interpretation of Deep Learning Models,基于『飞桨』的模型可解释性算法库。
Python
228
star
51

PaddleMIX

Paddle Multimodal Integration and eXploration, supporting mainstream multi-modal tasks, including end-to-end large-scale multi-modal pretrain models and diffusion model toolbox. Equipped with high performance and flexibility.
Python
226
star
52

Paddle-Inference-Demo

C++
223
star
53

PaddleRobotics

PaddleRobotics is an open-source algorithm library for robots based on Paddle, including open-source parts such as human-robot interaction, complex motion control, environment perception, SLAM positioning, and navigation.
Python
210
star
54

TrustAI

飞桨可信AI
Python
180
star
55

ElasticCTR

ElasticCTR,即飞桨弹性计算推荐系统,是基于Kubernetes的企业级推荐系统开源解决方案。该方案融合了百度业务场景下持续打磨的高精度CTR模型、飞桨开源框架的大规模分布式训练能力、工业级稀疏参数弹性调度服务,帮助用户在Kubernetes环境中一键完成推荐系统部署,具备高性能、工业级部署、端到端体验的特点,并且作为开源套件,满足二次深度开发的需求。
Python
176
star
56

PALM

a Fast, Flexible, Extensible and Easy-to-use NLP Large-scale Pretraining and Multi-task Learning Framework.
Python
175
star
57

AutoDL

Python
158
star
58

PLSC

Paddle Large Scale Classification Tools,supports ArcFace, CosFace, PartialFC, Data Parallel + Model Parallel. Model includes ResNet, ViT, Swin, DeiT, CaiT, FaceViT, MoCo, MAE, ConvMAE, CAE.
Python
142
star
59

CINN

Compiler Infrastructure for Neural Networks
C++
140
star
60

LiteKit

Off-The-Shelf AI Development Kit for APP Developers based on Paddle Lite (『飞桨』移动端开箱即用AI套件, 包含Java & Objective C接口支持)
Objective-C
132
star
61

PaddleFlow

Go
106
star
62

PaddleDTX

Paddle with Decentralized Trust based on Xuperchain
Go
88
star
63

PaddleSports

Python
86
star
64

XWorld

A C++/Python simulator package for reinforcement learning
C++
85
star
65

benchmark

Python
76
star
66

hapi

hapi is a High-level API that supports both static and dynamic execution modes
Jupyter Notebook
76
star
67

PaddleSleeve

PaddleSleeve
Python
74
star
68

PaConvert

Code Convert to PaddlePaddle Toolkit
Python
72
star
69

Mobile

Embedded and Mobile Deployment
Python
71
star
70

community

PaddlePaddle Developer Community
Jupyter Notebook
68
star
71

PaddleDepth

Python
59
star
72

PaddleCustomDevice

PaddlePaddle custom device implementaion. (『飞桨』自定义硬件接入实现)
C++
56
star
73

PaddlePaddle.org

PaddlePaddle.org is the repository for the website of the PaddlePaddle open source project.
CSS
48
star
74

PaDiff

Paddle Automatically Diff Precision Toolkits.
Python
44
star
75

PaddleTest

PaddlePaddle TestSuite
Python
44
star
76

EasyData

Python
37
star
77

epep

Easy & Effective Application Framework for PaddlePaddle
Python
34
star
78

paddle-ce-latest-kpis

Paddle Continuous Evaluation, keep updating.
Python
26
star
79

VisionTools

Python
22
star
80

Contrib

contribution works with PaddlePaddle from the third party developers
Python
20
star
81

PaddleCraft

Take neural networks as APIs for human-like AI.
Python
20
star
82

PaddleTransfer

飞桨迁移学习算法库
Python
19
star
83

continuous_evaluation

Macro Continuous Evaluation Platform for Paddle.
Python
19
star
84

recordio

An implementation of the RecordIO file format.
Go
19
star
85

Perf

SOTA benchmark
Python
17
star
86

Paddle-bot

Python
17
star
87

examples

Python
17
star
88

continuous_integration

Python
16
star
89

PaddleSOT

A Bytecode level Implementation of Symbolic OpCode Translator For PaddlePaddle
Python
15
star
90

tape

C++
14
star
91

paddle_upgrade_tool

upgrade paddle-1.x to paddle-2.0
Python
12
star
92

talks

Shell
6
star
93

CLA

5
star
94

any

Legacy Repo only for PaddlePaddle with version <= 1.3
C++
5
star
95

PaddleAPEX

PaddleAPEX:Paddle Accuracy and Performance EXpansion pack
1
star