Artificial Intelligence Development Training System
Integrate the NVIDIA Jetson AGX Orin development board, combines peripheral input devices (sensors, cameras, microphones, joysticks, etc.) and output devices (robotic arms, speakers, screen displays, etc.), and designs Python programs to control them, aiming to achieve the learning goal of combining software and hardware related theories with practical application.
Through the massive computing power of NVIDIA GPUs to introduce topics such as Machine Learning (ML), Deep Learning (DL), and Large Language Models (LLM) in Artificial Intelligence (AI).
1. Introducing Jetson AGX Orin
2. JetPack installation (CUDA, cuDNN and
Tensor RT...)
3. L4T Command Introduction : flash.sh, l4t_backup_restore.sh...
4. Python example
(1) Plant Identification
(2) Face recognition
(3) Gesture recognition
(4) YOLO8 Object Recognition (image/video)
(5) Object recognition by COCO model
(6) Speech ↹ Text (NLP :
Natrual Language Processing)
5. Robotic arm control
(1) Joystick control
(2) Voice control
(3) Gesture control
6. Jetson-Copilot : Large Language Model (LLM)
: llama3
+ RAG
1. Artificial Intelligence (AI)
2. Python Language
3. Machine Learning (ML)
4. Deep Learning (DL)
5. Neural Language Processing (NLP)
6. Computer Vision (CV)
7. Large Language Model (LLM)
8.
Retrieval- Augmented Generation (RAG)