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PaddlePaddle / PaddleHub

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AK391 提交于 2021-11-12 17:39 . Update visualization.md

Text Recognition

  • Contain ultra-lightweight Chinese and English OCR models, high-precision Chinese and English, multilingual German, French, Japanese, Korean OCR recognition.
  • Many thanks to CopyRight@PaddleOCR for the pre-trained models, you can try to train your models with PadddleOCR.

Face Detection

  • Including face detection, mask face detection, multiple algorithms are optional.
  • Many thanks to CopyRight@PaddleDetection for the pre-trained models, you can try to train your models with PadddleDetection.

Image Editing

  • 4x super resolution effect, multiple super resolution models are optional.
  • Colorization models can be used to repair old grayscale photos.
  • Many thanks to CopyRight@PaddleGAN for the pre-trained models, you can try to train your models with PadddleGAN.
SuperResolution Restoration


Deoldify Huggingface Web Demo: Integrated to Huggingface Spaces with Gradio. See demo: Hugging Face Spaces

Image Generation

  • Including portrait cartoonization, street scene cartoonization, and style transfer.
  • Many thanks to CopyRight@PaddleGAN、CopyRight@AnimeGANfor the pre-trained models.

UGATIT Selfie2anime Huggingface Web Demo: Integrated to Huggingface Spaces with Gradio. See demo: Hugging Face Spaces

Photo2Cartoon Huggingface Web Demo: Integrated to Huggingface Spaces with Gradio. See demo: Hugging Face Spaces

Object Detection

  • Pedestrian detection, vehicle detection, and more industrial-grade ultra-large-scale pretrained models are provided.
  • Many thanks to CopyRight@PaddleDetection for the pre-trained models, you can try to train your models with PadddleDetection.

Key Point Detection

  • Support body, face and hands key point detection for single or multiple person.
  • Many thanks to CopyRight@openpose for the pre-trained models.

Image Segmentation

  • High quality pixel-level portrait cutout model, ACE2P human body analysis world champion models are provided, Dynamic Sky Replacement and Harmonization.
  • Many thanks to CopyRight@PaddleSeg, CopyRight@Zhengxia Zou for the pre-trained models, you can try to retrain your models by paddleseg or sky matting model.

(The second gif comes from CopyRight@jiupinjia/SkyAR)

Image Classification

  • Various models like animal classification, dish classification, wild animal product classification are available.
  • Many thanks to CopyRight@PaddleClas for the pre-trained models, you can try to train your models with PadddleClas.

Text Generation

  • AI poem writing, AI couplets, AI love words generation models are available.
  • Many thanks to CopyRight@ERNIE for the pre-trained models, you can try to train your models with ERNIE.

Lexical Analysis

  • Excelent Chinese text segmentation, part-of-speech, named entity recognition model are provided by LAC@Baidu NLP.

Syntactic Analysis

  • Leading Chinese syntactic analysis model are provided by DDParser@Baidu NLP.

Sentiment Analysis

  • All SOTA Chinese sentiment analysis model released by Baidu NLP can be used just one-line of code.

Text Review

  • Text review model of Chinese pornographic text are available.

Speech Synthesis

  • TTS speech synthesis algorithm, multiple algorithms are available.
  • Many thanks to CopyRight@Parakeet for the pre-trained models, you can try to train your models with Parakeet.
  • Input: Life was like a box of chocolates, you never know what you're gonna get.
  • The synthesis effect is as follows:
deepvoice3 fastspeech transformer



Video Classification

  • Short video classification trained via large-scale video datasets, supports 3000+ tag types prediction for short Form Videos.
  • Many thanks to CopyRight@PaddleVideo for the pre-trained model, you can try to train your models with PaddleVideo.
  • Example: Input a short video of swimming, the algorithm can output the result of "swimming"
Python
1
https://gitee.com/paddlepaddle/PaddleHub.git
git@gitee.com:paddlepaddle/PaddleHub.git
paddlepaddle
PaddleHub
PaddleHub
release/v2.1

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