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.
Printing the Parts of the SMARS Quad Robot
Learn to print, assemble, and program a SMARS Quad robot using Raspberry Pi Zero and Python. Explore advanced features like computer vision, voice synthesis, and voice recognition in this hands-on series.
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.
Cutting the AI Power Cord - Technology to Enable True Edge Inference
Explore cutting-edge technology enabling AI at the IoT edge, allowing embedded devices to run intelligent tasks on battery power with improved efficiency and reduced costs.
Benchmarking and Improving NN Execution on Digital Signal Processors for Hearing Instruments
Benchmarking and optimizing neural network execution on DSPs for hearing aids, introducing a custom NN processing engine to improve performance and energy efficiency.
Author Interview - SayCan - Do As I Can, Not As I Say - Grounding Language in Robotic Affordances
Explore SayCan, a groundbreaking approach combining language models with robotic skills for complex task execution. Learn about its development, challenges, and future implications in AI and robotics.
Do As I Can, Not As I Say - Grounding Language in Robotic Affordances
Explanation of SayCan, a system combining language models with robotic skills for real-world task execution. Covers methodology, implementation, and experimental results for complex instruction following.
How to Create Difficult FPGA Designs with CPU, MCU, PCIE
Comprehensive guide to advanced FPGA design techniques, covering processors, microcontrollers, PCIE interfaces, and practical examples with ZYNQ for image processing and Linux implementation.
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.
AI on the Jetson Nano - Installing NVIDIA Object Detection and Inference Tools
Learn to install NVIDIA object detection and inference tools on Jetson Nano, enabling sophisticated pretrained networks for object identification and detection in AI applications.
AI on the Jetson Nano - Recognizing and Identifying Faces from Live Video on OpenCV
Learn to recognize and identify faces in live video using OpenCV and Face Recognize library on Jetson Nano. Train models with familiar faces and implement real-time facial recognition.
AI on the Jetson Nano - Face Recognition and Identification with OpenCV
Learn to implement face recognition and identification on Jetson Nano using OpenCV and face_recognition library. Covers training for new faces, identifying unknowns, and practical applications.
AI on the Jetson Nano - Installing Facial Recognition Library for OpenCV
Learn to install and use facial recognition library for OpenCV on Jetson Nano, enabling face detection and identification in frames. Enhance your AI project with advanced computer vision capabilities.
AI on the Jetson Nano - Face and Eye Detection with Haar Cascades in OpenCV
Learn to detect faces and eyes in video using Haar Cascades with OpenCV on the Jetson Nano. Practical implementation of computer vision techniques for real-time facial feature recognition.