This playlist will teach you artificial intelligence, machine learning, deep learning, and deep neural networks on the NVIDIA Jetson Nano.
Overview
Syllabus
AI on the Jetson Nano LESSON 1: Getting Started for Absolute Beginners.
AI on the Jetson Nano LESSON 2: Learning the Linux Terminal and Command Line.
AI on the Jetson Nano LESSON 3: More Linux Commands.
AI on the Jetson Nano LESSON 4: Operating the Jeston Nano Headless.
AI on the Jetson Nano LESSON 5: Introduction to Python.
AI on the Jetson Nano LESSON 6: Python Code Example.
AI on the Jetson Nano LESSON 7: More Python Practice Examples.
AI on the Jetson Nano LESSON 8: Installing a Good Python IDE Environment, Visual Studio Code.
AI on the Jetson Nano LESSON 9: Installing and Using Matplotlib, Pyplot and Numpy.
AI on the Jetson Nano LESSON 10: Installing OpenCV for Python 3.
AI on the Jetson Nano LESSON 11: Running the Raspberry Pi Camera in OpenCV.
AI on the Jetson Nano LESSON 12: Moving Video Windows in OpenCV.
AI on the Jetson Nano LESSON 13: Resizing Images in OpenCV.
AI on the Jetson Nano LESSON 14: Reading and Writing Video Files in OpenCV.
AI on the Jetson Nano LESSON 15: Drawing Shapes on Video in OpenCV.
AI on the Jetson Nano LESSON 16: Draw a Bouncing Box on Live Video in OpenCV.
AI on the Jetson Nano LESSON 17: Detecting and Processing Mouse Click Events.
AI on the Jetson Nano LESSON 18: Creating and Using Trackbars in OpenCV.
AI on the Jetson Nano LESSON 19: Draw Rectangles Using Trackbars in OpenCV.
AI on the Jetson Nano LESSON 20: Understanding Region of Interest (ROI) in OpenCV.
AI on the Jetson Nano LESSON 21: Working With Region of Interest (ROI) in OpenCV.
AI on the Jetson Nano LESSON 22: Creating ROI (Region of Interest) in OpenCV With Mouse Clicks.
AI on the Jetson Nano LESSON 23: Bitwise and Logical Operations in OpenCV.
AI on the Jetson Nano LESSON 24: Understanding Thresholding and Masks in OpenCV.
AI on the Jetson Nano LESSON 25: Understanding and Moving Watermarks in OpenCV.
AI on the Jetson Nano LESSON 26: Understanding Color Channels in OpenCV.
AI on the Jetson Nano LESSON 27: Tracking Objects in OpenCV Using HSV Color Space.
AI on the Jetson Nano LESSON 28: Tracking Objects in OpenCV Using Contours.
AI ON THE JETSON NANO LESSON 29: Gear to Create a Pan Tilt Camera Platform for Real Time Tracking.
AI ON THE JETSON NANO LESSON 30: Building a Servo Pan Tilt Camera Controller.
AI on the Jetson Nano LESSON 31: Controlling Servos with the Jetson Nano using the PCA9685.
AI on the Jetson Nano LESSON 32: Tracking an object with Servos in OpenCV.
AI on the Jetson Nano LESSON 33: Introduction to Face Detection with OpenCV.
AI on the Jetson Nano LESSON 34: Face and Eye Detection with Haar Cascades in OpenCV.
AI on the Jetson Nano LESSON 35: Tracking Faces in OpenCV with pan/tilt Camera.
AI on the Jetson Nano LESSON 36: Updating to NVIDIA Jetpack 4.3.
AI on the Jetson Nano LESSON 37: Installing code-oss on NVIDIA Jetpack 4.3.
AI on the Jetson Nano LESSON 38: Installing Facial Recognition Library for OpenCV.
AI on the Jetson Nano LESSON 39: Face Recognition and Identification with OpenCV.
AI on the Jetson Nano LESSON 40: Training Facial Recognition Models in OpenCV.
AI on the Jetson Nano LESSON 41: Saving Training Data for Facial Recognition in OpenCV.
AI on the Jetson Nano LESSON 42: Recognizing and Identifying Faces from Live Video on OpenCV.
AI on the Jetson Nano LESSON 43: Instrumenting Code to Measure FPS in OpenCV.
AI on the Jetson Nano LESSON 44: Running Two Cameras in OpenCV.
AI on the Jetson Nano LESSON 45: Understanding Python Functions, Classes, Methods and Threading.
AI on the Jetson Nano LESSON 46: Synchronizing Multiple Cameras in OpenCV.
AI on the Jetson Nano LESSON 47: Facial Recognition on Multiple Multiple Cameras in OpenCV.
AI on the Jetson Nano LESSON 48: Intellisense and AutoComplete for OpenCV and Visual Studio.
AI on the Jetson Nano LESSON 49: Installing NVIDIA Object Detection and Inference tools.
AI on the Jetson Nano LESSON 50: Introduction to Deep Learning and Deep Neural Networks.
AI on the Jetson Nano LESSON 51: Improving NVIDIA Jetson Inference Library for RPi Camera.
AI on the Jetson Nano LESSON 52: Improving the Picture Quality of the Raspberry Pi Camera.
AI on the Jetson Nano LESSON 53: Object Detection and Recognition in OpenCV.
AI on the Jetson Nano LESSON 54: Recognizing and Locating Objects of Interest in OpenCV.
AI on the Jetson Nano LESSON 55: Training a Deep Neural Network With Transfer Learning.
AI on the Jetson Nano LESSON 56: Using the GPIO Pins on the Jetson Nano.
AI on the Jetson Nano LESSON 57: Push Button Switch on the GPIO Pins With Pull Up Resistors.
AI on the Jetson Nano LESSON 58: Controlling an LED With GPIO Pins and Button Switch.
AI on the Jetson Nano LESSON 59: PWM on the GPIO Pins of the Jetson Nano.
AI on the Jetson Nano LESSON 60: Make Your Nano Talk With Text to Speech.
AI on the Jetson Nano LESSON 61: Add Voice and Speech (TTS) Capability to the Jetson Nano.
AI on the Jetson Nano LESSON 62: Make a Streaming IP Camera from a Raspberry Pi Zero W.
Taught by
Paul McWhorter