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AI Computer Vision Hands-on Workshop
with NVidia Jetson Orin Nano Training Kit
Unlock the Power of AI Computer Vision at the Edge
Embark on a transformative journey into the world of edge AI with our comprehensive workshop, expertly led by Dr. Teoh Shen Khang. This intensive program is designed to equip you with the practical skills and theoretical knowledge needed to harness the power of the NVidia Jetson Orin Nano, a cutting-edge AI computing platform.
Delve into the intricacies of the Orin Nano's architecture, performance, and capabilities. Gain hands-on experience in developing real-world AI applications using popular frameworks like TensorFlow and PyTorch. Explore the realm of computer vision, mastering techniques such as object detection, image classification, and more. Venture into the field of natural language processing to delve into text analysis, machine translation, and chatbot development.
Furthermore, discover how to seamlessly integrate AI into embedded systems, revolutionizing autonomous robots, drones, and IoT devices. By mastering these skills, you'll position yourself at the forefront of technological innovation and open doors to exciting career opportunities.
This AI Computer Vision Workshop suits Lecturers, Trainers, AI developers, and Engineers.If you choose the workshop option, you will need to attend the workshop at Cytron HQ which will be conducted by Dr. Teoh, based on the Jetson NVidia Jetson Orin Nano AI Computer Vision Training kit. The Orin Nano Training kit comes fully assembled, ready in a metal case, and a camera module. We have also loaded JetPack 5.1.2 in an NVMe SSD which is also ready for you to log in and start the hands-on workshop within 5 minutes.
The workshop will discover the following topics:
- Registration and a short Cytron manufacturing line tour
- Introduction to Nvidia Jetson Orin Nano Dev Kit
- Artificial Intelligence - Machine Learning and Deep Learning
- Computer Vision
- Internet of Things based on Jetson Orin Nano Dev Kit using sensors and actuators
Please prepare your laptop with either Windows or MacOS.
- Training at Cytron HQ
- Date: ONE DAY workshop with Training Kit included.
- Slot 1: 17th October 2024
- Time: 9.00 am to 5.00 pm
- Trainer: Dr. Teoh Shen Khang, Doctor of Philosophy, Certified HRDC Trainer
- Fee: RM4999.00, Including the NVidia Jetson Orin Nano Training Kit (Pre-Assembled in Metal case, NVMe SSD and Camera Module)
- Food: Included:
- Morning Tea, at 10.15 am
- Lunch, at 1.00 pm
- Evening Tea, at 4.30 pm
- Status: Open for registration (Open for public, anyone interested can register)
- Venue: Cytron Technologies HQ, Bukit Mertajam, Penang.
- Number of Participants: 5 pax (maximum) per workshop.
- Each participant will receive a certificate issued by Cytron Technologies.
Workshop Led by the Expert - Dr. Teoh Shen Khang
Dr. Teoh Shen Khang is a seasoned academic and industry professional with a proven track record in the fields of computer engineering, embedded systems, robotics, artificial intelligence, and video surveillance. He holds a Bachelor of Information Technology (First Class Honors) from Universiti Tunku Abdul Rahman (UTAR) and advanced his academic pursuits with a Master of Engineering Science and a Doctor of Philosophy (Engineering) from the same institution.
Currently serving as an Assistant Professor in the Faculty of Information and Communication Technology at UTAR, Dr. Teoh brings over 15 years of valuable teaching experience to the classroom. His passion for technology is evident in his research and training endeavors, which have focused on cutting-edge topics such as embedded systems, robotics, AI, and computer vision.
Recognizing the importance of continuous professional development, Dr. Teoh has obtained certifications as an HRD Corp Accredited Trainer and AWS Certified Solutions Architect (Associate level). These credentials highlight his commitment to delivering high-quality training and staying abreast of industry trends.
Dr. Teoh's expertise extends beyond the academic realm. He has been actively involved in providing industry-relevant training programs, covering a wide range of topics including cloud solutions, Python programming, AI and computer vision, and AWS Academy Foundations. His ability to bridge the gap between academia and industry has made him a sought-after trainer and consultant.
Key Qualifications and Achievements:
- Academic Background: Bachelor of Information Technology (First Class Honors), Master of Engineering Science, Doctor of Philosophy (Engineering)
- Teaching Experience: Over 15 years of experience as an Assistant Professor
- Certifications: HRD Corp Accredited Trainer, AWS Certified Solutions Architect (Associate level)
- Areas of Expertise: Embedded systems, robotics, artificial intelligence, computer vision
- Industry Training: Conducts training programs on cloud solutions, Python programming, AI, and AWS Academy Foundations
- Research Interests: Exploring cutting-edge technologies and their applications
Dr. Teoh's dedication to excellence, combined with his deep understanding of technology and pedagogy, makes him a valuable asset to the academic and industry communities. His expertise and passion for teaching are evident in his ability to inspire and empower students to achieve their full potential.
The NVidia Jetson Orin Nano Training Kit - AI Computer Vision
Note: The Jetson Orin Nano Training Kit comes 95% pre-assembled for your convenience. All that is left for you to do is to put on the network card antenna to the antenna connectors.
The NVIDIA® Jetson OrinTM Nano Developer Kit sets a new standard for creating entry-level AI-powered robots, smart drones, and intelligent cameras, and simplifies getting started with the Jetson Orin Nano series. Compact design, lots of connectors, and up to 40 TOPS (Trillion Operations Per Second) of AI performance make this developer kit perfect for transforming your visionary concepts into reality. With up to 80X the performance of Jetson Nano B01, it can run all modern AI models, including transformer and advanced robotics models.
The developer kit comprises a Jetson Orin Nano 8GB module (Developer Version) and a reference carrier board that can accommodate all Orin Nano and Orin NX modules, providing an ideal platform for prototyping your next-gen edge AI product. The Jetson Orin Nano 8GB module features an NVIDIA AmpereTM GPU and a 6-core ARM CPU, enabling multiple concurrent AI application pipelines and high-performance inference. The carrier board boasts a wide array of connectors, including two MIPI CSI connectors supporting camera modules with up to 4-lanes, allowing higher resolution and frame rate than before.
The prior-generation Jetson Nano Developer Kit made AI accessible to everyone. The new Jetson Orin Nano Developer Kit raises the bar for entry-level AI development with 80x the performance, enabling developers to run any kind of modern AI model, including Transformer and advanced robotics models. Not only does it provide a huge boost in AI performance over the prior-generation Jetson Nano, but Jetson Orin Nano also provides 5.4x the CUDA compute, 6.6x the CPU performance, and 50x the performance per watt.
MakerDisk NVMe SSD with JetPack 5.1.2 for Jetson Orin Nano
The Jetson Orin Nano operates with JetPack 5.1.2 OS. To boot the Jetson Orin Nano from NVMe, the JetPack 5.1.2 needs to be loaded using a Ubuntu host PC with the Nvidia SDK Manager. Not only do we need a Ubuntu host computer with Nvidia SDK Manager, but we will still need the Jetson Orin Nano Dev kit itself to load the JetPack into the NVMe SSD. Worry not! We have done the hard work for you. This is a MakerDisk NVMe 2280 M-Key MakerDisk SSD, preloaded JetPack 5.1.2, ready to boot up on the Jetson Orin Nano Dev board.
It takes only ~42 seconds to boot into the login screen. And since the Jetson Runtime Components (CUDA Runtime, CUDA X-AI Runtime, etc) and SDK components (CUDA, Computer Vision, etc) are preinstalled, the OS is pre-configured. Once the NVMe MakerDisk SSD with JetPack boots up, please proceed to log in with the pre-configured username and password:
Username: orin_nano
Password: jetson
Note: It is normal for the screen to go blank and the fan stops during the boot-up process.
Please DO NOT power off without proper shutdown from the Desktop. It will corrupt the JetPack image in the NVMe SSD.
Raspberry Pi 8MP Camera Module V2
A camera module is a must-have if you're working on image processing projects and this Raspberry Pi 8MP Camera Module V2 does the work perfectly! It features an ultra-high quality 8MP(megapixel) SONY IMX219 image sensor (up to 5MP on the V1 camera board), and a fixed focus lens. This V2 camera module is capable of 3280 x 2464 pixel static images and also supports 1080p @30fps, 720p @ 60fps, and 640x480p90 video.
Thanks to JetsonHacks demonstrated the Raspberry Pi Camera Module V2 with Jetson Orin Nano Dev Kit in this article and video.
DP to HDMI Adapter that Works Out of the BOX
Since the Jetson Orin Nano Dev Kit comes with ONLY a Display Port (DP) 1.2 WITHOUT HDMI port, we have also included a DisplayPort to Standard HDMI A/Female Adapter for your convenience. Of course, you will need a standard HDMI cable (which is also included in the box) to use it with an HDMI LCD monitor. We have tested this DP to HDMI adapter with the Jetson Orin Nano Dev kit, and it works perfectly!
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The Jetson Orin Nano Training Kit comes 95% pre-assembled for your convenience. All that is left for you to do is to put on the network card antenna to the connector. This video shows how we assemble the whole kit for you:
The Jetson Orin Nano Training kit includes a Getting Started Guide available for you online. It saves you the hustle and headache of getting your first image-processing project working. It includes everything you need to know, from getting to know your Jetson Orin Nano Developer Kit, to setting up, and image segmentation!
Note: This Jetson Orin Nano Training Kit is also sufficient for the Nvidia DLI course - Getting Started with AI on Jetson Nano
Want to know more about the NVIDIA JETSON Series?
Come join us and be a part of our Nvidia Jetson community!
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