Deep Learning for Computer Vision

Lecturer: Prof. Yu-Chiang Frank Wang
Course website: http://vllab.ee.ntu.edu.tw/dlcv.html

Repo. content

Principal Component Analysis and k-Nearest Neighbors Classification [link]
Kernel method; Color and texture segmentation; Recognition with bag of visual words [link]
Semantic segmentation of satellite images [link]
Image Generation and Feature Disentanglement [link]
Recurrent neural networks (RNN) for action recognition [link]
Face Recognition and model compression [link]

Experiment environment

OS: Ubuntu 16.04.3 LTS
Python 3
GPU: 1080 Ti (11G RAM)
CPU: Xeon(R) E5-2667 v4
RAM: 500 GB

Contact:

Feel free to contact me (thtang@nlg.csie.ntu.edu.tw) if you have any problem.