Illumination-Prediction

Description

See this page for complete information.

Command line

To patch dataset:

python3 patch_dataset.py -fp $SOURCE_PATH -dp $DEST_PATH

Setup Tutorial

Note that the setup would also be applicable for the project. The steps would be generally the same.

Dependencies

• conda
• Python3.7
• pytorch
• numpy
• opencv

Steps for pytorch tutorial

• See this link. Remeber to add Anaconda to my Path
• Create virtual environment under the project directory using conda create --prefix ./venv python=3.7
• Activate the virtual environment using conda activate ./venv under your project folder
• Install pytorch using command line in this document. Check that the installation is successful.
• Build your Convolutional Neural Network according to this tutorial
• Done!

Acknowledgment

• General Idea: see this website
• Dataset: The Laval Indoor HDR Dataset