Embedded YOLO: "Real-time object detection for standalone applications"
Who can attend? : For CS/IT, Circuit branch (EEE/ECE/TCE/E&I) Engineers
Workshop Domain : Autonomous
To be held on : 29 May 23 12:30 pm IST
Workshop starts in:
Participation Certificate Available
About the Workshop
Agenda of the Webinar
Stage 1: 10 mins -Introduction to Embedded Systems and Computer Vision.
Stage 2: 10 mins -Introduction to software, tools, and languages. S
tage 3: 25 mins - Basics of Computer Vision.
Stage 4: 25 mins - Introduction to Embedded Systems and selection of controllers for standalone applications.
Stage 5: 25 mins - Initializing computer vision projects over raspberry pi for object detection.
Stage 6: 15 mins - Introduction to CNN, one-stage and two-stage object detection.
Stage 7: 10 mins Briefing on career opportunities and upskilling in the field of Embedded Systems and Computer Vision.
Python - Language, Raspbian OS, and Computer Vision libraries.
Jupyter Notebook - IDE (Integrated Development Environment)
At the end of the workshop, the learners will be able to:
-Understand the basics of computer vision and its importance in engineering applications.
-Interpret the integration for standalone applications using Embedded devices.
-Understand various API's of the OpenCV library.
-Understand the importance of neural networks in computer vision and running lite versions on embedded devices.
About the Instructor
Dadi Ravikanth is a Senior Technical Support Engineer in Autonomous Vehicles at Skill-Lync. He has 7+ years of experience in the field of Robotics and Automation. He has worked as Assistant Professor for 6 years at the Manipal Academy of Higher Education, educating students on ROS, Localization and Mapping, Embedded Systems for Machine Learning, Predictive Algorithms, and Open Computer Vision. He specializes in Haptics and perception psychology and has published SCI & Scopus journals in the field of perception psychology for applied sciences.
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