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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**](./modules/image/text_to_image/ernie_vilg)([HuggingFace Space Demo](https://huggingface.co/spaces/PaddlePaddle/ERNIE-ViLG)) - Supports [**Disco Diffusion (DD)**](./modules/image/text_to_image/disco_diffusion_clip_vitb32) and [**Stable Diffusion (SD)**](./modules/image/text_to_image/stable_diffusion) - **2022.02.18:** Release models to HuggingFace [PaddlePaddle Space](https://huggingface.co/PaddlePaddle) - For more previous release please refer to [**PaddleHub Release Note**](./docs/docs_en/release.md) ## 🌈Visualization Demo #### 🏜️ [Text-to-Image Models](https://github.com/PaddlePaddle/PaddleHub/tree/develop/modules/image/text_to_image) #### 👓 [Computer Vision Models](./modules#Image) - Many thanks to CopyRight@[PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR), [PaddleDetection](https://github.com/PaddlePaddle/PaddleDetection)、[PaddleGAN](https://github.com/PaddlePaddle/PaddleGAN), [AnimeGAN](https://github.com/TachibanaYoshino/AnimeGANv2)、[openpose](https://github.com/CMU-Perceptual-Computing-Lab/openpose)、[PaddleSeg](https://github.com/PaddlePaddle/PaddleSeg), [Zhengxia Zou](https://github.com/jiupinjia/SkyAR)、[PaddleClas](https://github.com/PaddlePaddle/PaddleClas) for the pre-trained models, you can try to train your models with them. #### 🎤 [Natural Language Processing Models](./modules#Text) - Many thanks to CopyRight@[ERNIE](https://github.com/PaddlePaddle/ERNIE)、[LAC](https://github.com/baidu/LAC)、[DDParser](https://github.com/baidu/DDParser)for the pre-trained models, you can try to train your models with them. #### 🎧 [Speech Models](./modules#Audio) - Many thanks to CopyRight@[PaddleSpeech](https://github.com/PaddlePaddle/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. ```python # 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. ```python 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.