项目作者: josdas

项目描述 :
Telegram bot for finding moments in video by text description via neural networks
高级语言: Jupyter Notebook
项目地址: git://github.com/josdas/Text-search-in-video.git
创建时间: 2017-11-29T22:09:48Z
项目社区:https://github.com/josdas/Text-search-in-video

开源协议:MIT License

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Text-search-in-video

Telegram bot based on neural network (VGG16, word2vec, CNN for matix)

More about project

Results

Done:

  • dense network
  • use pre-trained VGG16 and word2vec
  • bot for demo
  • all preprocessor for text and frames
  • CNN for matrix
  • multicore frames process
  • training with COCO dataset
  • smoothing search in video

ToDo:

  • DSSM
  • deeper, deeper and deeper
  • training embedding
  • training VGG16
  • use state-of-the-art network
  • make preprocessor faster