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核心项目

项目类型 Pytorch版本 PaddlePaddle版本 备注
语音识别 MASR PPASR
声纹识别 VoiceprintRecognition-Pytorch VoiceprintRecognition-PaddlePaddle
声音分类 AudioClassification-Pytorch AudioClassification-PaddlePaddle
语音情感识别 SpeechEmotionRecognition-Pytorch SpeechEmotionRecognition-PaddlePaddle
语音合成 VITS-Pytorch VITS-PaddlePaddle

语音项目

  1. 基于PaddlePaddle动态图实现的语音识别项目：PPASR GitHub Repo stars
  2. 基于Pytorch实现的语音识别项目：MASR GitHub Repo stars
  3. 微调Whisper模型和加速推理：Whisper-Finetune GitHub Repo stars
  4. 基于PaddlePaddle静态图实现的语音识别项目：PaddlePaddle-DeepSpeech GitHub Repo stars
  5. 基于Pytorch实现的声音分类项目：AudioClassification-Pytorch GitHub Repo stars
  6. 基于PaddlePaddle实现声音分类项目：AudioClassification-PaddlePaddle GitHub Repo stars
  7. 基于PaddlePaddle实现声纹识别项目：VoiceprintRecognition-PaddlePaddle GitHub Repo stars
  8. 基于Pytorch实现声纹识别项目：VoiceprintRecognition-Pytorch GitHub Repo stars
  9. 基于Tensorflow实现声纹识别项目：VoiceprintRecognition-Tensorflow GitHub Repo stars
  10. 基于Keras实现声纹识别项目：VoiceprintRecognition-Keras GitHub Repo stars
  11. 基于PaddlePaddle实现的语音情感识别：SpeechEmotionRecognition-PaddlePaddle GitHub Repo stars
  12. 基于Pytorch实现的语音情感识别：SpeechEmotionRecognition-Pytorch GitHub Repo stars
  13. 基于PaddlePaddle实现的VIST语音合成：VITS-PaddlePaddle GitHub Repo stars
  14. 基于Pytorch实现的VIST语音合成：VITS-Pytorch GitHub Repo stars

视觉项目

  1. 基于PaddlePaddle实现的人脸识别项目：PaddlePaddle-MobileFaceNets GitHub Repo stars
  2. 基于Pytorch实现的人脸识别项目：Pytorch-MobileFaceNet GitHub Repo stars
  3. 基于PaddlePaddle实现的SSD目标检测模型：PaddlePaddle-SSD GitHub Repo stars
  4. 基于Pytorch实现的人脸关键点检测MTCNN模型：Pytorch-MTCNN GitHub Repo stars
  5. 基于PaddlePaddle实现的人脸关键点检测MTCNN模型：PaddlePaddle-MTCNN GitHub Repo stars
  6. 基于PaddlePaddle实现的文字识别CRNN模型：PaddlePaddle-CRNN GitHub Repo stars
  7. 基于PaddlePaddle实现的人流密度CrowdNet模型：PaddlePaddle-CrowdNet GitHub Repo stars
  8. 基于MXNET实现的年龄性别识别项目：Age-Gender-MXNET GitHub Repo stars
  9. 使用Tensorflow Lite、Paddle Lite、MNN、TNN框架在Android上不是图像分类模型：ClassificationForAndroid GitHub Repo stars
  10. 基于PaddlePaddle实现的PP-YOLOE模型：PP-YOLOE GitHub Repo stars
  11. 在Android部署的人脸检测、口罩识别、关键检测模型：FaceKeyPointsMask GitHub Repo stars
  12. 在Android上部署语义分割模型实现换人物背景：ChangeHumanBackground GitHub Repo stars
  13. 使用Tensorflow实现的人脸识别项目：Tensorflow-FaceRecognition GitHub Repo stars

系列教程

  1. PaddlePaddle V2版本系列教程：LearnPaddle GitHub Repo stars
  2. PaddlePaddle Fluid版本系列教程：LearnPaddle2 GitHub Repo stars

书籍源码

  1. 《PaddlePaddle从入门到实战》源码：PaddlePaddleCourse GitHub Repo stars
  2. 《深度学习应用实战之PaddlePaddle》源码：BookSource GitHub Repo stars
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