PaddlePaddle

Repositories

• 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 3,366 13,594 1,742 589 Updated Dec 18, 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-2.0 576 2,017 237 (1 issue needs help) 24 Updated Dec 18, 2020

• PARL

  A high-performance distributed training framework for Reinforcement Learning

  reinforcement-learning parallelization large-scale
  Python Apache-2.0 401 1,732 37 (1 issue needs help) 8 Updated Dec 18, 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-2.0 120 613 78 24 Updated Dec 18, 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 2,531 5,483 632 (4 issues need help) 259 Updated Dec 18, 2020

• PaddleOCR

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

  ocr db crnn ocrlite chineseocr
  Python Apache-2.0 1,501 7,657 235 15 Updated Dec 18, 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 34 251 23 1 Updated Dec 18, 2020

• Perf

  SOTA benchmark
  Shell Apache-2.0 2 1 0 0 Updated Dec 18, 2020

• PaddleVideo
  Python Apache-2.0 5 20 0 2 Updated Dec 18, 2020

• benchmark
  Python 78 35 22 16 Updated Dec 18, 2020

• VisualDL

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

  visualization caffe deep-learning paddlepaddle onnx
  TypeScript Apache-2.0 430 3,037 19 3 Updated Dec 18, 2020

• FluidDoc

  Documentations for PaddlePaddle

  documentation deep-learning paddlepaddle paddlepaddle-tutorials
  Shell 235 75 23 105 Updated Dec 18, 2020

• PaddleSeg

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

  image-segmentation unet semantic-segmentation pspnet icnet deeplabv3 hrnet
  Python Apache-2.0 260 956 134 (3 issues need help) 3 Updated Dec 18, 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 1,203 5,312 323 (2 issues need help) 105 Updated Dec 18, 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 77 293 36 6 Updated Dec 18, 2020

• book

  Deep Learning 101 with PaddlePaddle （『飞桨』深度学习框架入门教程）
  Jupyter Notebook 1,295 2,523 41 41 Updated Dec 18, 2020

• PaddleHelix

  Bio-Computing Platform featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集
  Jupyter Notebook Apache-2.0 10 80 0 0 Updated Dec 18, 2020

• PaddleRec

  大规模推荐模型训练工具
  Python Apache-2.0 82 350 35 11 Updated Dec 18, 2020

• PaddleClas

  A treasure chest for image classification powered by PaddlePaddle

  model-zoo image-classification knowledge-distillation data-augmentation mixup xception autoaugment
  Python Apache-2.0 120 485 35 4 Updated Dec 18, 2020

• InterpretDL

  InterpretDL: Interpretation of Deep Learning Models，基于『飞桨』的模型可解释性算法库
  Jupyter Notebook Apache-2.0 3 18 2 0 Updated Dec 18, 2020

• PaddleGAN

  PaddlePaddle GAN library and applications.

  generative-adversarial-network gan image-generation pix2pix super-resolution cyclegan first-order-motion-model
  Python 68 356 13 4 Updated Dec 18, 2020

• Paddle-Lite-Demo

  lib, demo, model, data
  Java Apache-2.0 68 167 16 2 Updated Dec 18, 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 92 364 123 (6 issues need help) 9 Updated Dec 18, 2020

• PaddleFL

  Federated Deep Learning in PaddlePaddle
  C++ Apache-2.0 55 184 10 3 Updated Dec 18, 2020

• PLSC

  Paddle Large Scale Classification Tools
  Python Apache-2.0 6 27 6 5 Updated Dec 18, 2020

• Paddle2ONNX

  PaddlePaddle to ONNX model converter

  export converter detection paddlepaddle onnx
  Python Apache-2.0 27 134 41 8 Updated Dec 18, 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-2.0 197 1,056 97 7 Updated Dec 17, 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-2.0 939 4,152 235 (5 issues need help) 3 Updated Dec 17, 2020

• continuous_integration
  Python Apache-2.0 7 4 0 7 Updated Dec 17, 2020

• Knover

  Large-scale open domain KNOwledge grounded conVERsation system based on PaddlePaddle
  Python Apache-2.0 37 254 9 1 Updated Dec 16, 2020