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Course Details
Topic 1 Overview of Computer Vision with Deep Learning
- Introduction to Computer Vision
- Computer Vision Business Applications
- Deep Learning Based Computer Vision
Topic 2 Basic Computer Vision Techniques
- Video Capture with OpenCV
Topic 3 Image Classification
- Introduction to Image Classification
- Overview of Convolutional Neural Network (CNN)
- Image Classification with Pre-Trained CNN Models
- Code Your Own Image Recognition Program with Python
Topic 4 Object Detection and Segmentation
- Introduction to Object Detection
- Overview of Single Shot MultiBox Detector (SSD) Object Detection
- Overview of YOLO Object Detection
- Object Detection with DetectNet
- Live Camera Object Detection
- Code Your Own Object Detection Program with Python
- Introduction of Semantic Segmentation
- Overview of SegNet
Topic 5 Edge AI
- Edge vs Cloud Computing
Course Info
Promotion Code
Your will get 10% discount voucher for 2nd course onwards if you write us a Google review.
Minimum Entry Requirement
Knowledge and Skills
- Able to operate using computer functions
- Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)
Attitude
- Positive Learning Attitude
- Enthusiastic Learner
Experience
- Minimum of 1 year of working experience.
Target Age Group: 21-65 years old
Minimum Software/Hardware Requirement
Software:
You can download and install the following software:
Hardware: Windows and Mac Laptops
SSG Training Grant
SSG TG is $15 per pax. Net fee after SSG TG is $309.82. Absentee Payroll is not eligible.
Steps to Apply Skills Future Claim
- The staff will send you an invoice with the fee breakdown.
- Login to the MySkillsFuture portal, select the course you’re enrolling on and enter the course date and schedule.
- Enter the course fee payable by you (including GST) and enter the amount of credit to claim.
- Upload your invoice and click ‘Submit’
Get Additional Course Fee Support Up to $500 under UTAP
The Union Training Assistance Programme (UTAP) is a training benefit provided to NTUC Union Members with an objective of encouraging them to upgrade with skills training. It is provided to minimize the training cost. If you are a NTUC Union Member then you can get 50% funding (capped at $500 per year) under Union Training Assistance Programme (UTAP).
For more information visit NTUC U Portal – Union Training Assistance Program (UTAP)
Steps to Apply UTAP
- Log in to your U Portal account to submit your UTAP application upon completion of the course.
Note
- SSG subsidy is available for Singapore Citizens, Permanent Residents, and Corporates.
- All Singaporeans aged 25 and above can use their SkillsFuture Credit to pay. For more details, visit www.skillsfuture.gov.sg/credit
- An unfunded course fee can be claimed via SkillsFuture Credit or paid in cash.
- UTAP funding for NTUC Union Members is capped at $250 for 39 years and below and at $500 for 40 years and above.
- UTAP support amount will be paid to training provider first and claimed after end of class by learner.
Job Roles
- Computer Vision Engineer
- Machine Learning Engineer
- Robotics Developer
- Augmented Reality Developer
- Video Analytics Specialist
- Multimedia Developer
- Image Processing Engineer
- Visual Effects Artist
- Software Developer (with a focus on visual applications)
- Drone Technology Developer
- Biometrics Systems Engineer
- Autonomous Vehicle Systems Developer
- Medical Imaging Specialist
- CCTV and Surveillance Systems Designer
- Game Developer.
Trainers
Richard Wan: Richard Wan is a ACTA certified trainer. Richard Wan has more than 30 years of experience in software development in various computer disciplines, including computer vision, communication and digital publishing.
Technical expertise includes: Windows, Linux developments with C, C++, Delphi (Object Pascal), Visual Studio, OpenCV. Embedded system programming including microcontrollers, Arduino, Pi, BeagleBone etc.
Man Guo Chang: Man Guo Chang graduated from Nanyang Technological University, School of Electrical and Electronic Engineering, major in Computer Engineering.
He has more than 25 years of working experience in the Semiconductor field, specialized in IC Testing, Inline Electrical Testing, Product & Yield Engineering, Data Analysis, System Engineering, and Software Development. He is also an ACTA certified trainer, currently providing STEM training to adult learners in the area of Computer Vision, Internet of Things, Embedded Electronics, and Python Programming
Customer Reviews (8)
- will recommend Review by Course Participant/Trainee
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Quite abit to process. Probably best to split into 2 days (Posted on 2/9/2023)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Very good course Review by Course Participant/Trainee
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Excellent trainer (Posted on 11/2/2021)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - will recommend Review by Course Participant/Trainee
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Richard is knowledgeable and always willing to address tough questions from me. He also giving direction on how to master this subject better. I wish him all the best in his life. Thank you Sifu! (Posted on 12/7/2020)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Will recommend Review by Course Participant/Trainee
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. (Posted on 5/1/2020)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Will recommend Review by Course Participant/Trainee
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. (Posted on 4/30/2020)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Will Recommend Review by Course Participant/Trainee
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. (Posted on 6/11/2019)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Will Recommend Review by Course Participant/Trainee
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Should provide instructions to pre-load or install necessary software or library prior to the training day, so as not to waste time doing this during the training (Posted on 4/22/2019)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Will Recommend Review by Course Participant/Trainee
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The training space is quite small and layout not very ideal for workshop. (Posted on 4/5/2019)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment
Write Your Own Review
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