Image Based Plant Disease Detection:
We are working on a mobile based application to detect diseases from image of plants. It will help our farmers with a timely information about disease and its remedies. Currently we are planning to collect images of plant leaves which are suffering from diseases. Primary focus will be on Orange plant and its diseases.
Human Activity Recognition Using Smartphone:
This problem makes into the list because it is a segmentation problem and there are various solutions available on the internet to aid your learning. It is an interesting application, if you have ever wondered how does your smartphone know what you are doing right now. Another reason to solve this problem is that it helps you understand a different kind of problem – one where there are no missing values (because the collection is happening in automated manner), so the focus is on data munging and learning.