Thank you for your question.
You not able set size for images.
OS Responsive Image Gallery is simple and light solution, you can control images using Number of columns options and Min image size + you can use Load More button.
You can try increase Min image size in Gallery settings.
You can not modify quality, quality depends on your images quality.
If you would like any further information, please do not hesitate to contact us too.