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AI TechVerse 2023

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Deep Learning Lab (DLL)

NUST, Islamabad

About

Deep Learning Lab (DLL) which is established at NUST allows computational models to have multiple levels of abstraction to learn representations of data. In addition to cutting-edge research in Deep Learning, DLL Lab also supports the other labs of the Centre by providing them access to Deep Learning expertise to solve their problems.
Focus Areas
  • Ground Surveillance
  • Aerial Surveillance
  • Data Surveillance

Focus Areas

GROUND SURVEILLANCE

Our multi-camera object tracking tracks an individual/vehicle using multiple cameras, i.e., the identity of the person/vehicle has to be retrieved from the second camera based on the information obtained from the first camera. Through tracking the object trajectory, it is possible to track the moving path of a person from one point to another.

AERIAL SURVEILLANCE

Our aim is to develop drones that detect and track objects, in particular, persons and vehicles both during day and night with the aid of optical/infrared sensors

DATA

As we know, monitoring of telephone calls and handwritten letters is expensive and labor intensive. Automation of these tasks can reduce the staffing requirement, reliance on human vigilance and allowing quick response, possibility of an insider sabotaging the surveillance.

Products/
Projects

Media Analytics
Intelligent Robotics Lab (NUST)
Deep Learning Lab (NUST)

Deep Learning Lab (DLL) which is established at NUST allows computational models to have multiple levels of abstraction to learn representations of data. In addition to cutting-edge research in Deep Learning, DLL Lab also supports the other labs of the Centre by providing them access to Deep Learning expertise to solve their problems.
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Project 01
Project 02

Text Recognition
Deep Learning Lab (NUST)

Deep Learning Lab (DLL) which is established at NUST allows computational models to have multiple levels of abstraction to learn representations of data. In addition to cutting-edge research in Deep Learning, DLL Lab also supports the other labs of the Centre by providing them access to Deep Learning expertise to solve their problems.
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Speech Recognition System
Deep Learning Lab (NUST)

Urdu speech recognition system and transcriber
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Project 03
Project 04

Urdu Voice based In-Vehicle Navigation
Deep Learning Lab (NUST)

Funded project by TPL Trakker Ltd Pakistan has millions of drivers which require navigation information. Existing solutions require drivers to know English language What if drivers could talk to vehicle in Urdu or their native language?
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UAV localization in GPS Denial
Deep Learning Lab (NUST)

UAV localization in GPS Denial</br>
Deep Learning Lab (NUST)

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Project 05

DLL Team Members

Prof. Dr. Faisal Shafait
Pi/Scientific Director
Dr. Muhammad Shehzad
Co-Pi, Deep Learning Lab
Dr. Muhammad Imran Malik
Pi/Scientific Director