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yansan.ai

What is yousan.ai

It is a project which provides a lot of resources you may need in your 'deeplearning' study,including projects, ebooks books and courses.

Supported framework

  • caffe
  • tensorflow
  • pytorch
  • mxnet
  • paddlepaddle,
  • darknet
  • deeplearning4j
  • matconvnet
  • keras
  • chainer
  • cntk
  • lasadge
  • and so on.

Task

  • Computer vision: image classification,image segmentation,object detection and so on.
  • Speech processing: speech recognition,speech synthesis and so on.
  • Natural Language Processing: knowledge graph,automatic question answering and so on.
  • most importantly, you can always contact me from email or github issues for any problems you meet.

books

  • 深度学习之图像识别.
  • 深度学习之模型设计.
  • 深度学习之人脸图像.
  • 深度学习之摄影图像.
  • 生成对抗网络GAN.
  • 深度学习之图像识别(全彩版).
  • 深度学习之模型优化.

ebooks

  • 有三AI视觉算法工程师成长指导手册.
  • 有三AI深度学习开源框架实践指导手册.

course

  • 深度学习之数据使用.
  • 深度学习之图像分类.
  • 深度学习之图像分割.
  • 深度学习之目标检测.
  • 深度学习之图像生成GAN.
  • 深度学习之图像翻译GAN.
  • 深度学习之图像增强GAN.
  • 深度学习之模型分析.
  • 深度学习之模型设计.
  • 深度学习之模型优化.
  • 深度学习之模型部署.
  • 深度学习之视频分类.
  • 深度学习之人脸检测与识别.
  • 深度学习之人脸属性编辑.
  • 深度学习之视觉Transformer.
  • ChatGPT大语言模型:技术原理与实战
  • and so on.

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