slt_digital_lab – Page 2

Wild Elephant Detection for Trains

Transport, Use Cases / By slt_digital_lab

Research on effectively implementing a standalone system onboard trains for detecting wild elephant on train tracks combining multiple inputs Inputs To Be Decided (Thermal Imaging, Radar etc) Output Reliable identification of elephants on train tracks

Using AI to Monitor Student Concentration Levels on Online Classrooms

Education, Use Cases / By slt_digital_lab

Using AI to detect student concentration levels on Online classrooms environments by analyzing the video streams of students Input Video Streams of students Output Monitoring Concentration levels of students and alerting conductor of non concentrating students Providing feedback of student engagement levels at the end of the session

Using AI to Predict Career Paths

Education, Use Cases / By slt_digital_lab

Using data analytics on student information currently available to predict future possibilities for students and providing feedback Input Formatted Student academic data Student Extracurricular activities Student interests Output Prediction on student career paths Suggestions for students based on their interests and current records

AR Classroom for Distance Learning

Education, Use Cases / By slt_digital_lab

Developing a AR classroom environment to which teacher and students can join for a more relevant school experience for students and teachers alike than traditional online learning platforms Input Video/Audio streams of students and teachers Output AR classroom environment

Flood Prediction Using Machine Learning

Smart City, Use Cases / By slt_digital_lab

Monitoring of underwater drainage flow, weather patterns etc to predict flood risks. Inputs Rainfall Data Drainage Population Data Output Predict and alert possible flood situations Suggesting improvements for drainage systems based on changing weather patterns and drainage flow behavior

Smart Waste Management

Smart City, Use Cases / By slt_digital_lab

AI enabled waste collector bins to detect waste levels and predicting possible time to filling up based on historical data Input Garbage level inputs from bins Output Generating alerts based on predicting fill up times based on historical data Notifying optimal routes to take for waste collection based on levels of bin filling

Using Video Processing for public safety

Smart City, Use Cases / By slt_digital_lab

Developing algorithms to identify incidents of threat for public safety via CCTV that cover cities and alert officials Input Video streams of cameras in city Output Alerts to officials when possible safety concerns are detected Fires Riots Accidents etc

Transactional Bots (Sinhala)

Fintech, Use Cases / By slt_digital_lab

Development of algorithms to identify Customer voice Inputs from Sinhala for the banking sector Identifying Customer Account Number Identifying Customer NIC Input Customer Voice Output Identification of the number spoken by customer to be used in transaction processing

AI Based Fraudulent Transaction Detection

Fintech, Use Cases / By slt_digital_lab

Using data analytics and AI to generate alerts on possible fraudulent transactions of customers based on transaction patterns, involved parties etc Input Transaction data (amount, account details etc) Output Alerts for suspicious transaction

Analytics Based Tools To Predict Crimes

Smart Government, Use Cases / By slt_digital_lab

Using Data Analytics to predict future possibilities of crimes based on criminal records and other related inputs Input Criminal Records (Location, type of offense, involved parties etc) Output Predicting possibilities of crimes based on historical data Predicting the risk of offender if sent back to the society Identifying crime patterns in early stages