ML for imaging (1)

Common Image Analysis Task

Image Classification, Object Detection, Object Localisation, Object Recognition, Semanitic Segmentation, Image Captioning

Example: Digit Recognition

• Can we devise a simple algorithm to distinguish between ones and eights?
• using number of white pixels?

We can’t do it by a basic algorithm. How about learning the rules from data?