You should optimize all images before uploading them. Your website will be loaded quickly. I give you some links/tutorials to do it:
- Optimize images with Photoshop: http://www.sitepoint.com/optimizing-images-for-the-web-with-photoshop/
- Just upload your images to this site https://tinypng.com/ and download the optimized images