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Artificial Intelligence (AI) Object Detection

Topic:ICT, Media & Design

Course Type:Short & Modular Courses

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Overview

  • Course Date:

    TBA
  • Registration Period:

    TBA
  • Time:

    TBA,
    8 hours
  • Mode of Training:

    Facilitated Learning (F2F) and Practical Training
  • Venue:

    Singapore Polytechnic
  • Funding:

    Eligible for SkillsFuture Credit

*Please note that once the maximum class size is reached, the online registration will be closed. You may register your interest, and would be notified if there is a new run.

Course Objective

Participants will implement an Artificial Intelligence (AI) object detection system which can identify objects like person, keyboard, mobile phone and other objects. This knowledge and experience will allow participants to implement their own AI object detection system at home or work.

This course equips participants with essential knowledge and skills to implement the You Only Look Once (YOLO) real-time object detection system. Participants will learn to setup the software and hardware to achieve a working object detection system capable of detecting and identifying objects. 

Course Outline

By the end of the course, participants will be able to: 

1. Describe the basics of real-time object detection.
2. Implement a working real-time object detection system capable of detecting and identifying objects.
3. Operate the real-time object detection system to detect and identify objects.

Topics to be covered

1. Introduction to real-time objection detection.
2. Overview of software and hardware requirements to implement the real-time object detection system. Ubuntu, OpenCV, CUDA , CuDNN and GPU.
3. Implementation and testing of the real-time object detection system.

Minimum Requirements

Basic computer literacy

Certification / Accreditation

• Certificate of Attendance (electronic Certificate will be issued)
A Certificate of Attendance will be awarded to participants who meet at least 75% attendance rate

• Certificate of Completion (electronic Certificate will be issued)
A Certificate of Completion will be awarded to participants who pass the examination and meet at least 75% attendance rate

Suitable for

AI Engineer / Associate Data Engineer / Data Scientist / AI Scientist

Course Fees

Full Fees (before GST): $460.00

Applicants/Eligibility SkillsFuture Funding GST* Subsidised Fee (after GST)
Singapore Citizens aged 40 and above¹ $414.00 $12.42 $58.42
Singapore Citizens aged below 40 $322.00 $12.42 $150.42
Singapore Permanent Residents and LTVP+ Holders $322.00 $12.42 $150.42
SME-sponsored Singapore Citizens, Permanent Residents and LTVP+ Holders² $414.00 $12.42 $58.42
Others (Full fees payable) $0.00 $41.40 $501.40

As per SSG’s policy, the GST payable for all funding-eligible applicants is calculated based on prevailing GST rate after baseline funding subsidy of 70%

Singaporeans aged 25 years and above may use **SkillsFuture Credit balance to offset respective course fees.

¹ Under the SkillsFuture Mid-career Enhanced Subsidy. For more information, visit the SkillsFuture website here
² Under the Enhanced Training Support for Small & Medium Enterprises (SMEs) Scheme. For more information of the scheme, click here. To view SP’s list of similar funded courses, click here. Please submit the attached “Declaration Form for Enhanced Training Support Scheme for SME” together with your online application.


Funding Incentives

Please click here for more information on funding incentives.


Application Procedure

1. Application must be made through STEP. 

2. All successful applicants will be notified with a letter of confirmation via email.
 

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