Course Details
Topic 1 Overview of Computer Vision
- Overview of Computer Vision
- Computer Vision Industrial Applications
- Overview of Raspberry Pi
- Setup Raspberry Pi
- Introduction to OpenCV
- Install OpenCV on Raspberry Pi
Topic 2 Image Processing
- Basic Image and Video Operations
- Drawing Shapes
- Color Space
- Image Addition and Blending
- Geometric Transformation
- Image Filtering
- Morphological Transformation
Topic 3 Feature Extraction and Description
- Understanding Features
- Corner Detection
- Thresholding
- Edge Detection
- Template Matching
Topic 4 Machine Learning Based Computer Vision
- Haar Cascade Object Detection
Topic 5 Video Analytics
- Background Subtraction
- Object Detection with MeanShift
- Object Detection with CAMShift
- Optical Flow
Course Info
Prerequisite:
This is a intermediate level course. The following prerequisite is assumed
Software Requirement
Pls download and install the following software prior to the class
- Python 3.x https://www.python.org/downloads/
- Sublime Text 3 https://www.sublimetext.com/3
- Pycharm https://www.jetbrains.com/pycharm/download/
HRDF Funding
Please refer to this video https://youtu.be/Kzpd-V1F9Xs
1- HRD Corp Grant Helper
How to submit grant applications for HRD Corp Claimable Courses
2- Employers are required to apply for the grant at least one week before training commences.
Employers must submit their applications with supporting documents, including invoices/quotations, trainer profiles, training schedule and course content.
3- First, Login to Employer’s e-TRIS account -https://etris.hrdcorp.gov.my
Second, Click Application
4- Click Grant on the left side under Applications
5- Click Apply Grant on the left side under Applications
6- Click Apply
7- Choose a Scheme Code and select HRD Corp Claimable Courses: Skim Bantuan Latihan Khas. Then, click Apply
8- Scheme Code represents all types of training that suit the requirements provided by HRD Corp. Below are the list of schemes offered by HRD Corp:
9- Select your Immediate Officer and click Next
10- Select a Training Provider, then click Next
11- Please select a training programme from the list, then key in all the required details and click Next
Select your desired training programme.
Give an explanation on why the participant is required to attend the training. E.g., related to their tasks/ career development, etc.
Explain the background and objective of this training.
Select a relevant focus area. For Employer-Specific Courses, select ‘Not Applicable’.
12- If the training programme is a micro-credential programme, you are required to complete these 3 fields. Save and click Next
Insert MiCAS Application number
13- Based on the nine (9) pillars listed below, HRD Corp Focus Area Courses are closely tied to support government initiatives towards nation building. As such, courses offered through the HRD Corp Focus Areas are designed to provide the workforce with skills required for current and future demands. Details of the focus areas are as follows:
14- Please select a Course Title and Type of Training
15- Select the correct type of training according to the actual type of training, or as mentioned in the training brochure:
16- Please key in the Training Location and click Next
17- Please select the Level of Certification and click Next
18- Please follow the instructions and key in trainee details
19- Click Add Batch, then click Save
20- Click Add Trainee Details
21- Please key in all the required details, then click Add
22- Click Add if there are more participants. Once done, click Save
23- Click Next
24- Please key in the course fees and allowance details, then click Save
25- Estimated cost includes the course fees/external trainer fees, allowances, and consumable training materials. Please comply with the HRD Corp Allowable Cost Matrix.
26- Select Upfront Payment to Training Provider and key in the percentage from 0% to 30%. Then, click Save and Next
27- Complete the declaration form and select a desired officer
28- Add all the required documents, then click Add Attachment. Then, click Save and Submit Application
29- Once the New Grant Application is successfully submitted, the Grant Officer will evaluate the application accordingly. The application may be queried if additional information is required.
The application status will be updated via the employer’s dashboard, email, and the e-TRiS inbox.
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
Saeid Alizadeh: Saeid Alizadeh is a technopreneur specialized in field of IOT (Internet of things), Building Management System (BMS), Building Automation System (BAS), Automotive Hydroponics Systems, and generally sense, monitor and control mechanical and electrical equipment such as ventilation, lighting, power systems, fire systems, and security systems.
Saeid past experience on IoT application include:
- Smart Building System
- Energy Monitoring, Controlling and Saving
- Environmental Monitoring
- Flood detection and prediction system based on IoT and big data
- Online Weather Station Based on IoT
- Smart Farming System (Long Range Wireless Sensor Networks)
- Smart Hydroponic System Based on IoT
- IP TV and Digital Signage System
- RFID Solution
- GPS Tracking System
- Remote Sensing
Seyed Hamid Mirghafouri: Seyed Hamid Mirghafouri is a perfection computer game developer with civil background with AutoLisp, C++ and VB. He published a game at google play store using Unity3D and C# and had worked with OpenCV with C++ and ActiveX programming as well as tutoring C++, and Unity3D. Also, he has extensive development experience as well as PDMS modeling and tutoring. He is a passionate in Data Science lead to perusing Data Science at UM and currently he is working on Python and Machine learning alongside learning new concepts is actively teaching Python, Unity3D and c++.
- More than 5 years of experience in Smart Cities Solutions
- Expert on Embedded System Design, Raspberry Pi and Arduino
- Expert on IBM Blunix and IBM Watson
- More than 3 years of experience in filed of IoT solutions.
- He is the designer of below IoT Projects in last 3 years.
Customer Reviews (2)
- might recommend Review by Course Participant/Trainee
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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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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