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Deep learning projects in ADL (2017 FALL) @ NTU. Implement in Tensorflow and Python. Work on Sequence Labeling, Video Caption, Game Playing, and Comics Generation.

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ADLxMLDS 2017

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Project Introduction (Details in the folders below)

1.Sequence Labeling

  • Use RNN and CNN to predict phone sequence
  • I got the rank 12th/191 in the kaggle competition

2.Video Caption

  • Use S2VT and attention method to generate caption from video
  • I got the rank 30th/189 in this course

3.Game Playing

  • Use PG and DQN to play OpenAI gym games (Pong and Breakout)

4.Comics Generation

  • Use conditional GAN to generate images from the given text (Text to Image)
  • I got the rank 2nd/170 in this course
  • Result

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Deep learning projects in ADL (2017 FALL) @ NTU. Implement in Tensorflow and Python. Work on Sequence Labeling, Video Caption, Game Playing, and Comics Generation.

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