CSCNet

Improved version for the CSCNet model. Improved architecture detailes are describes in section 5.4.

Code for the paper "Rethinking the CSC Model for Natural Images", which has been accepted to NeurIPS 2019.

Instructions to reproduce our results:

Make sure you have the required packages installed as described in requirements.txt.
Download the datasets. NOTE: To train your own models, make sure you manually download the "Waterloo Exploration Dataset" from here.

Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
datasets		datasets
model		model
trained_models		trained_models
Project - Rethinking the CSC model for natural images.pdf		Project - Rethinking the CSC model for natural images.pdf
README.md		README.md
dataloaders.py		dataloaders.py
requirements.txt		requirements.txt
test.py		test.py
train.py		train.py