On an average, it takes more than 48 hours to cull a 12 hour long stream and edit the montages into Highlight videos. Using EasyOCR and GAE PAAS infrastructure, our project, Montage Wizard helps to fix this issue by automating this entire process of having to sit through hours at end and cull videos.