aniloc111 / ADLxMLDS2017-1

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

ADLxMLDS 2017

Course link

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