Actually the link ( https://archive.ics.uci.edu/ml/datasets/breast+cancer )provide by Manik Sharma is a numerical dataset. For image , you can try with the following:
http://bcdr.inegi.up.pt/
http://www.cancerimagingarchive.net/.
The most easily accessed databases and therefore the most commonly used databases are the Mammographic Image Analysis Society (MIAS) database and the Digital Database for Screening Mammography (DDSM). Besides, there are currently few projects developing new mammographic image databases as well as several old projects.