Ali Hamza

Academic

Career

Verbatim text

SmartSlides 
SmartSlides is an ecosystem where we have made it possible to store all the precious whiteboard 
notes a teacher makes during their lecture. Those notes are stored very intelligently along with 
each slide. To do this we carry on device real-time machine learning from the custom recorder app 
to record a lecture in the classroom and run an ML model we have trained to detect whiteboard 
notes, slides, and humans. Additionally, it stores only the useful frames compressing the recorded 
data up to 90%. Then, we sent this data to servers where two more models are deployed to 
compare slides and extract notes to attach with their respective slides.  
Once processed, the slides are sent to the SmartSlides portal where students and teachers can carry 
out threaded discussions, and invite others to their portal to view the SmartSlides shared for each 
courses’ lecture. 
Features include: 
- Mobile optimized Machine Learning Models  
- One-click operation to upload the recorded slides 
- SmartSlides Portal’s Responsive Design  
- Threaded discussion system 
- Single UI to show slides and notes 
 
 
 
 
 
 
 
 
 
 
 
 
Technology Used: 
Flutter, Python, TensorFlow Lite, Firebase, Kotlin, Git  
Supervisor Name: 
Mr. Shams Farooq 
Group Members:   
Salman Mustafa (i17 - 0111)) 
Ali Hamza (i17 - 0254) 
Hammad Ali(i17 - 0329)