PaddlePaddle

Repositories

• PaddleClas

  A treasure chest for image classification powered by PaddlePaddle

  model-zoo image-classification knowledge-distillation data-augmentation mixup xception autoaugment
  Python Apache-2.0 113 472 29 6 Updated Dec 10, 2020

• PaddleSeg

  End-to-end image segmentation kit based on PaddlePaddle.

  image-segmentation unet semantic-segmentation pspnet icnet deeplabv3 hrnet
  Python Apache-2.0 252 921 124 (3 issues need help) 5 Updated Dec 10, 2020

• PaddleOCR

  Awesome multilingual OCR toolkits based on PaddlePaddle （multilingual recognition: English, Chinese, Korean, Japanese, German, French etc. 3.5M practical ultra lightweight OCR system, support training and deployment among server, mobile, embedded and IoT devices）

  ocr db crnn ocrlite chineseocr
  Python Apache-2.0 1,391 7,110 194 20 Updated Dec 10, 2020

• PaddleHub

  Awesome pre-trained models toolkit based on PaddlePaddle.（180+ models including Image, Text, Audio and Video with Easy Inference & Serving deployment)

  nlp awesome deep-learning model vision pre-trained paddlehub
  Python Apache-2.0 885 3,866 226 (5 issues need help) 5 Updated Dec 10, 2020

• 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）

  python machine-learning deep-learning neural-network scalability efficiency paddlepaddle
  Python Apache-2.0 3,354 13,522 1,710 561 Updated Dec 9, 2020

• PaddleRec

  大规模推荐模型训练工具
  Python Apache-2.0 80 346 35 7 Updated Dec 9, 2020

• PaddleDetection

  Object detection and instance segmentation toolkit based on PaddlePaddle.

  ssd faster-rcnn face-detection object-detection instance-segmentation mask-rcnn retinanet
  Python Apache-2.0 552 1,986 244 (1 issue needs help) 26 Updated Dec 9, 2020

• 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）

  natural-language-processing computer-vision deep-learning neural-network speech recommendation paddlepaddle
  Python Apache-2.0 2,508 5,447 627 (4 issues need help) 268 Updated Dec 9, 2020

• PaddleGAN

  PaddlePaddle GAN library and applications.

  generative-adversarial-network gan image-generation pix2pix super-resolution cyclegan first-order-motion-model
  Python 56 207 12 5 Updated Dec 9, 2020

• PARL

  A high-performance distributed training framework for Reinforcement Learning

  reinforcement-learning parallelization large-scale
  Python Apache-2.0 396 1,707 31 (1 issue needs help) 8 Updated Dec 9, 2020

• Parakeet

  PAddle PARAllel text-to-speech toolKIT (supporting WaveFlow, ClariNet, WaveNet, Deep Voice 3, Transformer TTS and FastSpeech)

  text-to-speech deep-neural-networks tts speech-synthesis
  Python 34 236 23 1 Updated Dec 9, 2020

• FluidDoc

  Documentations for PaddlePaddle

  documentation deep-learning paddlepaddle paddlepaddle-tutorials
  Shell 234 75 23 104 Updated Dec 9, 2020

• PaddleSlim

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

  pruning quantization nas knowledge-distillation model-compression neural-architecture-search hyperparameter-search
  Python Apache-2.0 117 612 75 20 Updated Dec 9, 2020

• Paddle-Lite

  Multi-platform high performance deep learning inference engine (『飞桨』多平台高性能深度学习预测引擎）

  arm mobile embedded fpga deep-learning neural-network mali
  C++ Apache-2.0 1,198 5,293 318 (2 issues need help) 111 Updated Dec 9, 2020

• PaddleVideo
  Python Apache-2.0 5 14 0 3 Updated Dec 9, 2020

• PaddleX

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

  detection classification segmentation resnet unet paddlepaddle mobilenet
  Python Apache-2.0 178 856 93 5 Updated Dec 9, 2020

• book

  Deep Learning 101 with PaddlePaddle （『飞桨』深度学习框架入门教程）
  Jupyter Notebook 1,291 2,516 41 42 Updated Dec 9, 2020

• Paddle-Inference-Demo
  C++ Apache-2.0 21 33 12 3 Updated Dec 9, 2020

• benchmark
  Python 77 35 22 12 Updated Dec 9, 2020

• PaddleHelix

  飞桨生物计算引擎
  Apache-2.0 2 4 0 0 Updated Dec 9, 2020

• LiteKit
  Objective-C MIT 0 7 0 0 Updated Dec 9, 2020

• Serving

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

  python docker deep-learning pipeline gpu prediction micro-service
  C++ Apache-2.0 89 360 122 (5 issues need help) 10 Updated Dec 9, 2020

• Paddle-bot
  Python Apache-2.0 5 5 0 2 Updated Dec 9, 2020

• Contrib

  contribution works with PaddlePaddle from the third party developers
  Python Apache-2.0 11 6 3 8 Updated Dec 9, 2020

• PGL

  Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle

  graph metapath graph-learning graph-neural-network heterogeneous-graph-learning
  Python Apache-2.0 108 835 9 3 Updated Dec 9, 2020

• X2Paddle

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

  caffe tensorflow pytorch paddlepaddle onnx model-converter x2paddle-model-zoo
  Python Apache-2.0 77 278 34 6 Updated Dec 9, 2020

• continuous_integration
  Python Apache-2.0 7 4 0 8 Updated Dec 8, 2020

• PaddleRobotics
  Apache-2.0 0 2 0 0 Updated Dec 8, 2020

• PaddleFL

  Federated Deep Learning in PaddlePaddle
  C++ Apache-2.0 53 179 9 4 Updated Dec 8, 2020

• paddle_upgrade_tool

  upgrade paddle-1.x to paddle-2.0
  Python Apache-2.0 4 3 2 0 Updated Dec 8, 2020