Learning Artificial Intelligence on the Jetson Nano
This playlist will teach you artificial intelligence, machine learning, deep learning, and deep neural networks on the NVIDIA Jetson Nano.
NVIDIA Jetson Xavier NX Machine Learning Tutorials
Comprehensive tutorials on NVIDIA Jetson Xavier NX, covering setup, camera integration, object tracking, and face recognition. Ideal for beginners and advanced users in machine learning and computer vision.
OpenCV
OpenCV入門到進階：從安裝、基礎影像處理到深度學習應用，涵蓋多平台開發、人臉辨識、物體追蹤等實用技巧。
Team Inspiration's RoboSub Project - Jetson AI Labs Episode 5
Explore Team Inspiration's journey in creating an award-winning Autonomous Underwater Vehicle using Jetson Nano, as they discuss their RoboSub 2020 victory and future plans in robotics.
Jedi Training Drone with Jetson Nano - Jetson AI Labs Episode 4
Explore Jetson AI in sci-fi-inspired projects with The Hacksmith, featuring a Jedi training drone and Predator helmet. Gain insights into real-time challenges, production processes, and future plans for innovative AI applications.
Jetson AI Fundamentals - Training Object Detection Models
Train object detection models with PyTorch on Jetson Nano, collect custom datasets, and create personalized models for real-time detection using SSD MobileNet and Open Images dataset.
Jetson AI Fundamentals - Training Image Classification Models
Learn to train image classification models using PyTorch on Jetson Nano, including transfer learning, custom dataset creation, and real-time testing with live camera feeds.
Jetson AI Fundamentals - Image Classification Inference
Learn to implement image classification using Jetson Nano and deep learning. Code a Python program for real-time classification on live camera streams and experiment with the ImageNet model.
Jetson AI Fundamentals - Hello AI World Setup - Episode 1
Learn to set up and run AI applications on Jetson Nano, including Docker container usage, camera feed testing, object detection, and network streaming via RTP.
Real-Time Object Detection in Python on Jetson Nano
Learn to implement real-time object detection on Jetson Nano using Python, with pre-trained DNN models capable of identifying various objects from live camera feeds.
AI for Makers - Learn with JetBot
Learn to build AI projects with JetBot, an open-source DIY robotics kit for Jetson Nano. Explore real-time deep learning, object recognition, and various applications in this hands-on introduction.
Embedded Deep Learning with NVIDIA Jetson
Learn to develop AI and computer vision applications using NVIDIA's deep learning tools. Explore neural network primitives, real-time solutions, and training workflows for intelligent robots and drones on the Jetson Embedded Platform.
Jetson Nano Custom Object Detection - How to Train Your Own AI
Learn to train and implement custom object detection on Jetson Nano, from image capture and labeling to using a Single Shot Detection Network for real-time robot recognition in video streams.
PX4 VIO Setup with Jetson Nano and Intel T265 - Auterion VIO Fork
Comprehensive guide for setting up Visual Inertial Odometry on a Pixhawk-based drone using Jetson Nano and Intel T265 camera, covering hardware assembly, software installation, and flight testing.
AI on the Jetson Nano - Add Voice and Speech Capability to the Jetson Nano
Learn to integrate voice and speech capabilities on the Jetson Nano, combining image recognition with text-to-speech for real-time audible object identification in live video streams.
AI on the Jetson Nano - Make Your Nano Talk With Text to Speech
Learn to generate speech on Jetson Nano using espeak and gTTS libraries. Explore pros and cons of each technique and implement text-to-speech functionality in your AI projects.
Training the Face Recognition Program to Recognize People
Learn to train and automate face recognition using dlib and pickle, enabling efficient processing of large datasets for practical applications on Jetson Xavier NX.
Face Recognition and Identification on NVIDIA Xavier NX
Learn to implement face recognition and identification on NVIDIA Jetson Xavier NX using Dlib and face_recognition libraries. Includes step-by-step training and deployment of a face recognition model.
AI on the Jetson Nano - Recognizing and Locating Objects of Interest in OpenCV
Learn to detect, identify, and label objects using NVIDIA Jetson Inference libraries on the Jetson Nano. Practical demonstration with real-time object recognition and labeling in images and video.
AI on the Jetson Nano - Object Detection and Recognition in OpenCV
Learn object detection and recognition using OpenCV and NVIDIA Jetson Detection Utilities on the Jetson Nano. Explore machine learning and deep neural networks for identifying objects in real-time.
Improving NVIDIA Jetson Inference Library for RPi Camera
Improve NVIDIA Jetson Inference Library for Raspberry Pi Camera compatibility. Quick fix enhances future AI development on Jetson Nano using RPi camera.