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⭐Features

• 📦400+ AI Models: Rich, high-quality AI models, including CV, NLP, Speech, Video and Cross-Modal.
• 🧒Easy to Use: 3 lines of code to predict 400+ AI models.
• 💁Model As Service: Easy to serve model with only one line of command.
• 💻Cross-platform: Support Linux, Windows and MacOS.

💥Recent Updates

• 🔥2022.08.19: The v2.3.0 version is released 🎉

  • Supports ERNIE-ViLG(HuggingFace Space Demo)
  • Supports Disco Diffusion (DD) and Stable Diffusion (SD)

• 2022.02.18: Release models to HuggingFace PaddlePaddle Space

• For more previous release please refer to PaddleHub Release Note

🌈Visualization Demo

🏜️ Text-to-Image Models

Wenxin Big Models	Stable_Diffusion series	Disco Diffusion series
Include ERNIE-ViLG, ERNIE-ViL, ERNIE 3.0 Zeus, supports applications such as text-to-image, writing essays, summarization, couplets, question answering, writing novels and completing text。	Supports functions such as text_to_image, image_to_image, inpainting, ACGN external service, etc.	Support Chinese and English input

👓 Computer Vision Models

• Many thanks to CopyRight@PaddleOCR, PaddleDetection、PaddleGAN, AnimeGAN、openpose、PaddleSeg, Zhengxia Zou、PaddleClas for the pre-trained models, you can try to train your models with them.

🎤 Natural Language Processing Models

• Many thanks to CopyRight@ERNIE、LAC、DDParserfor the pre-trained models, you can try to train your models with them.

🎧 Speech Models

Input Audio	Recognition Result
	I knocked at the door on the ancient side of the building.
	我认为跑步最重要的就是给我带来了身体健康。

Input Text	Output Audio
Life was like a box of chocolates, you never know what you're gonna get.

• Many thanks to CopyRight@PaddleSpeech for the pre-trained models, you can try to train your models with PaddleSpeech.

⭐ Thanks for Your Star

• All the above pre-trained models are all open source and free, and the number of models is continuously updated. Welcome Star to pay attention.

🍻Welcome to join PaddleHub technical group

• If you have any questions during the use of the model, you can join the official WeChat group to get more efficient questions and answers, and fully communicate with developers from all walks of life. We look forward to your joining.

• please add WeChat above and send "Hub" to the robot, the robot will invite you to join the group automatically.

✈️QuickStart

🚁The installation of required components.

# install paddlepaddle with gpu
# !pip install --upgrade paddlepaddle-gpu

# or install paddlepaddle with cpu
!pip install --upgrade paddlepaddle

# install paddlehub
!pip install --upgrade paddlehub

🛫The simplest cases of Chinese word segmentation.

import paddlehub as hub

lac = hub.Module(name="lac")
test_text = ["今天是个好天气。"]

results = lac.cut(text=test_text, use_gpu=False, batch_size=1, return_tag=True)
print(results)
#{'word': ['今天', '是', '个', '好天气', '。'], 'tag': ['TIME', 'v', 'q', 'n', 'w']}

🛰️The simplest command of deploying lac service.