Excelpoint Academy

[Excelpoint Academy] AI with OpenCV and Python

 

Date: 09:00 – 1800 

Venue: 15 Changi Business Park Central 1 #05-06/07, Singapore 486057

Course fee: S$99 per person (before GST)
*Toolkits will be provided in the lab sessions 

 

Course Description

In this one-day course, you will be introduced to the fundamental concepts of Artificial Intelligence (“AI”), Computer Vision, and Open Source models that power today’s advanced image recognition systems. This will be followed by a hands-on practical session in which learners will be provided with the toolkit and guided for learning how to use Python and Open Computer Vision Library to analyse images and video data. This course will inform you on the basics of image transformation, feature extraction. From there we will explore image recognition, detection and object tracking.

Learners will utilise the OpenCV library to open, work with and manipulate image basics. You will learn how to process images and apply a variety of effects, thresholds, gradients, through hands on activities. This will progress onto how to detect and track objects.

 

Program

09:00-10:15 Fundamentals of Computer Vision & Environment Setup
10:15-10:30 Tea Break
10:30-11:00 Image Transformation and manipulation
11:00-12:00 Features and importance of feature extraction
12:00-13:00 Lunch
13:00-14:00 Image Detection, Recognition and Object Tracking 
14:00-14:30 Edge or Cloud – Constraints, Concerns, Considerations
14:30-14:45 Tea Break
14:45-15:45 Train your face recognition model
15:45-16:45 Gesture recognition in Python & Mediapipe
16:45-17:55 Storing & loading gesture training data in Mediapipe
 
Learning Outcome
  • Explain image/video transformation concepts
  • Apply image processing concepts
  • Evaluate Cloud vs Edge based computer vision systems
  • Explain and Implement Feature Extraction
  • Utilise Machine Learning based computer vision and implement video analytic algorithms using Open CV.
 
Instructor Bio

Rick is a subject matter expert with experience in the electronics - Embedded Microcontrollers, IoT Applications and Software Development.  He has over 20 years of professional experience in electronics industry supporting customers implement applications ranging from LCDTV, Power Line Comm, RF, IoTDevices, Smart Home, Cloud, Mobile Apps development and IoT projects with teaching pedagogy.

He is a trained lecturer who has developed and conducted courses in Embedded Microcontrollers, IoT Applications, and Edge AI. Rick graduated from The National University of Singapore (NUS) Bachelor of Technology in 2002 with First Class Honours. He holds a WSQ Advanced Certificate in Learning and Performance (ACLP).

 
20210518-india-webinar-register.png
 
For enquiry, contact rick.law@excelpoint.com.sg
Posted on 8 Nov 2022
Top