Assistance needed for detecting man made changes using SAR data

[dhyaneesh]

Hello,
I am starting work on a project for a hackathon where we use Sentinel-1 Data to detect Man Made changes.

• The solution should be scalable, means should be able to run on huge areas of interest and generate change alerts.
• The criteria for winning solution would be minimum false alarms with regard to man made changes.
• The solution should give the option for the user to vary the thresholds if any used for filtering change results.

What approaches might be good for such a problem ?