The aim of the Detection and Classification of Lesions in Mammograms with Deep Learning project is to assist the radiologist in lesion detection and to ensure that there is not even the slightest lesion that can be overlooked, thanks to the Deep Learning model to be built. The output of the model will both mark the location of the lesions on the mammogram and classify the lesions as benign or malignant.