Mahmoud Moussa
Microsoft Corporation, UAE
Title: Search the world like you search the web (computer vision and object detection)
Biography
Biography: Mahmoud Moussa
Abstract
The world is Getting Smarter, Imagine you can search your physical World same way you search the web, With the Advances of Artifical Intelligence and Cameras we Currently have, People can look for objects, People the same way we search the internet. From a factories to hospitals the technology can provide a great help into tune the life we have and make us do things more efficient, Object Detection is tightly coupled with Object Tracker and not just identifying Objects but also tracking them, during this talk we will discuss the different algorithms and market trends in both object detection and object tracker and some real-life examples to apply the technology to business solutions. The 30 minutes talk will discuss the different algorisms and techniques that can help both developers and data scientist understand the best fit for each in building business solutions.
Algorithms discussed,
- YOLO
- Tensorflow Object Detection
- MobileNet
- Mask R CNN
- BOOSTING Tracker
- MIL Tracker
- KCF Tracker (Kernelized Correlation Filters)
- CRSY Tracker
With the help of Microsoft Azure Cognitive Services can help developers with a limited Machine learning and Artifical Intelligence Knowledge build cutting-edge solutions that cover lots of the use cases in the business with a minimal amount of coding and reach an outstanding solution.