deep_learning

Supplementary material for deep learning class. Intelligent control course.

Repository contents

• CNN.ipynb: Python example of a CNN training and implementation, using the Caffe framework.
• FCN.ipynb: Python example of a FCN training and implementation, using the Caffe framework.

Supplementary Links

• Backpropagation on convolutional layers: https://www.jefkine.com/general/2016/09/05/backpropagation-in-convolutional-neural-networks/
• Installing Jupyter notebook
  • Ubuntu: https://jupyter.readthedocs.io/en/latest/install.html
  • Windows: https://medium.com/@kswalawage/install-python-and-jupyter-notebook-to-windows-10-64-bit-66db782e1d02
• Installing caffe
  • Ubuntu: http://installing-caffe-the-right-way.wikidot.com/start
  • Windows: https://kezunlin.me/post/1739694c/
• Installing OpenCV
  • Ubuntu: https://www.learnopencv.com/install-opencv3-on-ubuntu/
  • Windows: https://docs.opencv.org/master/d5/de5/tutorial_py_setup_in_windows.html