SMILER is a large-scale, open source effort to centralize and standardize saliency model code. We have published a paper on arXiv describing the philosophy behind the project and the technical details at launch, which you can find here. Please be sure to cite this paper if you use our work in your research.
For the most up to date information about the project as well as access to the code, please visit our project page on GitHub.
Saliency Calculations on Noisy Stimuli showcases SMILER usage in MATLAB
Singleton Target Saliency showcases SMILER usage through the CLI