Anxin Education, as the only official strategic partner of Arm Education, fully integrates high-quality industrial and educational resources. To promote the reform and development of AI talent training in universities and accelerate the construction of AI majors.Anxin Education has launched the Arm Embedded AI Teaching Kit suitable for the construction of AI courses in universities, striving to create high-quality education in artificial intelligence with international competitiveness.
The last issue introduced the Arm Embedded AI Teaching Series – AIoT Experiment Box, which is a carefully crafted product for AI & IoT teaching, applied in fields such as visual face recognition systems, medical assistance systems, intelligent security monitoring systems, and commercial certification systems.This issue introduces the Arm Embedded AI Teaching Series – Object Detection Demonstration System Experiment Box, product analysis is detailed below!
Product Introduction
The Arm Embedded AI Object Detection Kit is one of the teaching series products developed using the EAIDK-610 as the core development platform, specifically designed for object detection teaching, aimed at image processing and edge computing in AI teaching kits.The source code-level algorithms provided by the development kit include complete teaching cases from image acquisition, image decoding to face recognition, and object detection, allowing trainees to better understand practical application scenarios and be close to engineering applications.
► Network Camera (IPC): Supports HD 1080P video encoding, serving as the video acquisition unit to encode the captured video information and transmit it to the edge intelligent processing unit EAIDK-610 via the network;
► EAIDK-610: Edge intelligent unit, executing functions including: receiving the IPC video stream and decoding it, video analysis, detecting and recognizing targets in the video, and displaying it in real-time through the HDMI interface
► Display Terminal: Displays video analysis (object detection) results to the user
Display effect of the display terminal
Product Performance
Kit Hardware Platform
Using a high-performance hardware platform (SoC RK3399) widely used in embedded intelligent front-ends, such as visual face recognition systems, authentication comparison systems, commercial vehicle driving assistance ADAS systems, intelligent monitoring, and other fields.
Kit Software Platform
Equipped with the OPEN AI LAB embedded AI development platform AID (which includes support for heterogeneous computing libraries HCL, embedded deep learning framework Tengine, and lightweight embedded computer vision acceleration library BladeCV). It provides a simple, efficient, and unified API interface for AI applications, accelerating the implementation of scene-based applications for terminal AI products.
Supports common operators/algorithms for image processing, computer vision, and pattern recognition, can read, write, and decode video streams of common formats, and supports graphical interface image/video display and information overlay, allowing for more efficient development and debugging of visual algorithms on embedded Arm platforms.
Product Configuration
|
Serial Number |
Name |
Configuration Description |
|
1 |
EAI610-P0 | EAIDK core board, RK3399, 4G/16G |
|
2 |
5.5-inch Touch Screen | MIPI Interface |
|
3 |
Network Camera | 4 million zoom |
|
4 |
Turntable/Object Model |
— |
|
5 |
Deep Learning Framework and Its Computing Library |
— |
| 6 |
Computer Vision Optimization Library |
— |
| 7 |
Demo Software, Documentation |
— |
Teaching Cases
| Arm Embedded AI Teaching Series – Object Detection Demonstration System Experiment Box Teaching Case | |
| Case Name | Description |
| Image Acquisition | Learn to acquire image data from hardware devices and familiarize with image format (YUV, RGB) conversion, understand the concept of V4L2 |
| Image Processing | Learn the basic methods of image processing, understand the functions of various image processing methods |
| Video Encoding | Learn the concept and methods of video encoding, master the use of hardware encoders, understand the H264 encoding standard |
| Video Decoding | Learn the concept and methods of video decoding, master the use of hardware decoders, understand the H264 and H265 encoding standards, understand the RTSP protocol |
| Video Analysis – Background Extraction | Learn the concept of video analysis, understand the methods for background extraction in video |
| Face Detection (Traditional Machine Learning Method) | Learn the concept of face detection, understand the adaboost face detection method |
| Object Detection (Deep Learning Method) | Learn the concept of object detection, understand the Mobilenet-SSD object detection method |
If you want to learn more about the Arm Embedded AI Teaching Kit, please contact the project leader of Anxin Education, Teacher Zhu (Contact: 13601776483). The next issue will introduce the Arm Embedded AI Teaching Series – Arm Smart Interconnection Training Platform ASC-1000.
THE END
Anxin Education is an innovative education platform focused on the AI and IoT industries, and is the only official partner for the “Arm Smart Interconnection” and “Arm Future Core” courses and certification system.
Anxin Education relies on Arm Education’s global resources, rooted in the Arm ecological industry circle, building cutting-edge technology laboratories and training bases, developing ASC (Arm Smarter Connected) – “Arm Smart Interconnection Talent Training” and AFE (Arm Future Engineer) – “Arm Future Core STEM Education” curriculum systems, gathering professional teaching staff and an efficient operation team, and building an online digital education platform to provide schools, in-service technical personnel, and industry enterprise users with talent training, internet learning, brand certification, innovation and entrepreneurship, and employment connection services based on Arm technology, committed to cultivating a large number of technical talents in the fields of artificial intelligence, Internet of Things, and other smart interconnection areas for society and enterprises.
