Call +65 6100 0613 Email: enquiry@tertiaryinfotech.com

Instructor-led Classroom Adult Training in Singapore - Modular Fast Track Skill-Based Trainings

Computer Vision on Nvidia Jetson Nano

Computer Vision is a field of Artificial Intelligence and Computer Science that aims at giving computers a visual understanding of the world. Computer Vision has been used in face recognition, autonomous cars, image search, optical character recognition, robotics vision, machine vision, and many applications. 

NVIDIA® Jetson Nano™ Developer Kit is a small, powerful computer that lets you run multiple neural networks in parallel for applications like image classification, object detection, segmentation, and speech processing. All in an easy-to-use platform that runs in as little as 5 watts.

Course Highlights:

  • Setup NVIDIA Jetson Nano
  • Image Processing with OpenCV
  • Object Classification with Deep Learning
  • Object Detection with Yolo

Course Material:

Each participant will get a NVIDIA Jetson Nano Development Kit

Nvidia Jetson Nano

Certificate

All participants will receive a Certificate of Completion from Tertiary Courses after achieved at least 75% attendance.

Funding and Grant Applications

Click the links below to apply. Note that you need to register the course first.

For Singaporeans: SkillsFuture Credit

For Company: WSG Absentee Payroll

PROMO CODE is not applicable for this course

Course Code: CRS-N-0049872

Course Booking

$428.00 (GST-exclusive)
$457.96(GST-inclusive)

Course Date

Course Time

* Required Fields

Course Cancellation/Reschedule Policy

We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% to participants.
Note the venue of the training is subject to changes due to class size and availability of the classroom.
Note the minimal class size to start a class is 3 Pax.


Course Details

Module 1. Introduction to Computer Vision

  • What is Computer Vision 
  • Introduction to Deep Learning

Module 2. Setup NVIDIA Jetson Nano

  • Install NVIDIA Jetson Nano;
  • Install Tensorflow 

Module 3. Image Processing using OpenCV

  • Object Detection
  • Haar Cascade Detection Method

Module 4. Object Classification with Deep Learning

  • Custom CNN model
  • Transfer learning CNN model
  • Post-Training Quantization
  • Deployment to Nano Jetson
  • Demo : Webcam capture image classification

Module 5. Object Detection with Deep Learning

  • Object Detection with Yolo
  • Post-Training Quantization
  • Deployment to Nano Jetson

Course Admin

This is a Raspberry Pi workshop for beginners and intermediate users. The participants do not require to have any software and hardware knowledge. No programming skill such as Python and Scratch is required.

Who Should Attend

  • Engineers
  • Machine Learning Engineers
  • Computer Vision Engineers

Trainers

Raspberry PI TrainerWee Chee Hong is a veteran consultant in the field of Engineering Design. He has over 20 years experience in electronics/ IT industry with several MNCs including Compaq, Adaptec, Agilent, etc., with specialization in Automation System Design (drilling/ milling machine, 3D machine automation, machine data collection, test & measurement electronics design), Motion control design & applications. With wide technical skill set in development language/ tools .Net, Java, PowerBuilder to C++/ C/C#, he has also strong knowledge in development of firmware for microcontroller such as PIC, ARM and others.

Chee Hong graduated with a B.Eng degree in Electrical Electronics Engineering and holds a Master Degree of Technology from NUS.

Raspberry Pi TrainerRichard 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.

Raspberry PI TrainerCheng Chong developed a strong passion for computing at a young age, self-training in areas such as programming and computer graphics from as early as age 10. Throughout the years, he has gained a wealth of experience in learning technology efficiently, and has applied his knowledge in training at schools and universities. Cheng Chong possesses a bachelor's degree in Computer Science from the National University of Singapore, has over 7 years of online education experience via his highly praised YouTube channel, and 4 years of offline experience through coaching, peer mentoring and conducting classes and labs at NUS.

Raspberry Pi Trainer

Ms Eve Tan has been in 3D industry for 3 years and She is also one and only Asian modulator in Josef Prusa facebook support team.

She is also a graduate ACTA trainers in Singapore IAL institute and currently conducting 3D Printing and scanning for Skill future and WDA course.. She have graduate from ACC Institute of Human Services obtain Psychology Counselling, Singapore Polytechnic in CEO, she also ongoing her part-time upgrading on Moscow Institute of Physics and Technology in Post-Graduate Programs, she is keen on learning and upgrading herself during her spare time.

She has been doing all support and teaching to all buyer which they have purchase Prusa MK2.

She also created her own 3D Home Desk Machine which is easy to fix and user friendly and with special feature of Non Break printing module in her own 3D printer.

She is proficient in :

  • Fusion 360,
  • 123D,
  • Repetier,
  • Mesh mixer and inksvg.

She love to conduct lesson in a fun and creative way to students, by example hydroponic planting systems, kitchen items, feasible stationery items and so on.

Raspberry Pi TrainerMing Liang is an up-and-coming developer with expertise ranging from deep learning to hardware like the raspberry pi. He specialises mostly in the area of data science and machine learning and has won several hackathons and is ranked highly in international competitions. Furthermore, he has also done projects as part of the maker community in Singapore and build his own 3D printer as well

Raspberry Pi TrainerKen Yuen has more than 10 years of experience working as an instructor, Application Development Engineer, Technical Consultant and Project Manager. He is an MOE-Registered Instructor teaching STEM programs for past 3 years such as Arduino, Micro:bits and robotics to schools and libraries based on the smart nation initiative roadmap.

He completed his Diploma in Electronic Engineering at Singapore Polytechnic and graduated with Bachelor of Electrical and Electronics Engineering from Nanyang Technological University and certified PMP (Project Management Professional).

Raspberry Pi TrainerCarey is an undergraduate at the Singapore University of Technology and Design (SUTD). He has previously interned at DSO National Laboratories, where he co-wrote a research paper on differential cryptanalysis on block ciphers. As an avid game developer, he has clinched 1st-runner twice consecutively at the Singapore Games Creation Competition.

Besides having a vested interest in machines, he tries in his capacity to make a difference in society. In 2014, he co-wrote a research paper pinpointing the location of various civil unrests in Singapore, and advocated for the importance of civil unrest commemorative markers at the Anatomy of a Riot conference organised by the Singapore Heritage Society. Thereafter, he was invited to intern at the Ministry of Home Affairs to finetune the research. If one pays attention when crossing the junction of Alexandra Road and Tanglin Road, one can spot a blue rectangular marker commemorating the 1955 Hock Lee Bus Riots. The commemorative marker was established by the National Heritage Board after consultations with his team and the Ministry of Home Affairs.

When he is not trying to meet the demands of being an undergraduate in Singapore, he might be taking solitary walks in parks, or working on his pet projects involving Arduino or Raspberry Pi microprocessors.

Raspbery PI TrainerTimothy Liu is an undergraduate student at the Singapore University of Technology and Design. He has experience administering commercial web servers, as well as leading a team to use Google Cloud Platform for deep learning research. He has won a number of hackathons using techniques in data analytics, computer vision, and robotics

Raspberry Pi  TrainerA tinkerer at heart, Chua Rui De has years of experience with electronics through his projects. He received his Bachelors in Engineering in Engineering Product Development (Computer Engineering) from the Singapore University of Technology and Design (SUTD) in 2017, and is eager to share his knowledge on how programming can be made easy. He is also versed in Arduino, C#, Python and Raspberry Pi systems.

Raspberry Pi TrainerDr. Alfred Ang is the founder of Tertiary Courses. He is a serial entrepreneur. He founded OSWeb2Design Singapore Pte Ltd in 1997 offering web development, e-commerce store development, graphics design, ebook publishing, mobile apps development, and digital marketing services. He established the first online gardening store in Singapore, Eco City Hydroponics Pte Ltd in 2000, offering a wide range of gardening products such as seeds, plant nutrients, hydroponics kits etc. Eco City Hydroponics has become the most popular and successful gardening store in Singapore. He founded Tertiary Infotech Pte Ltd in 2012 and transformed the business to a training platform, Tertiary Courses in 2014. Tertiary Courses offers a wide range of SkillsFuture courses for PMETs to upgrade their skills and knowledge. He also established Tertiary Courses Malaysia in 2016. He also founded Tertiary Robotics in 2015 offering Arduino, Raspberry Pi, Microbit and Robotics products

Dr. Alfred Ang earned his Ph.D. from National University of Singapore in 2000, majoring in Electrical and Electronics Engineering. He also completed an online MBA course with U21 Global based in Australia. He obtained his B.Sc (Hons) from National University of Singapore in 1992, majoring in Physics. He topped his Physics cohort for 3 consecutive years and funded his degree study with Book price, awards and tuition. He has worked in Defence, Electronics and Semiconductor Industries. His current interests include Machine Learning, Deep Learning, Artificial Intelligence, Internet of Things, Robotics and Programming.

Dr. Alfred Ang was Distinguished Toastmasters (DTM) and Senior Member of IEEE. He has published more than 20 peer reviewed papers and co-inventors for more than 20 inventions.

Customer Reviews (1)

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. (Posted on 6/24/2019)

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