Table of Contents Training a Custom Image Classification Network for OAK-D Configuring Your Development Environment Having Problems Configuring Your Development Environment? Project Structure The Vegetable Image Dataset Data Analysis Configuring the Prerequisites Defining the Utilities The Image Classification Network Training…

Table of Contents OAK-D: Understanding and Running Neural Network Inference with DepthAI API Introduction Configuring Your Development Environment Having Problems Configuring Your Development Environment? Project Structure Introduction to DepthAI DepthAI Software Stack DepthAI API Pipeline Device API Connection Messages Node…

Table of Contents Introduction to OpenCV AI Kit (OAK) Introduction OAK Hardware OAK-1 OAK-D Limitation OAK-FFC OAK USB Hardware Offerings OAK PoE Hardware Offerings OAK Developer Kit OAK Modules Comparison Applications on OAK Image Classifier On-Device Face Detection Face Mask…

Table of Contents Scaling Kaggle Competitions Using XGBoost: Part 1 Preface XGBoost Configuring Your Development Environment Having Problems Configuring Your Development Environment? Configuring the Prerequisites Plugging in XGBoost Summary Citation Information Scaling Kaggle Competitions Using XGBoost: Part 1 Tackling deep…

Table of Contents Thermal Vision: Night Object Detection with PyTorch and YOLOv5 (real project) Object Detection with Deep Learning Through PyTorch and YOLOv5 Discovering FLIR Thermal Starter Dataset Thermal Object Detection Using PyTorch and YOLOv5 Configuring Your Development Environment Having…

Table of Contents Thermal Vision: Fever Detector with Python and OpenCV (starter project) Simple Face Detection in Thermal Images Introduction Thermal Face Detection with Haar Cascades Configuring Your Development Environment Having Problems Configuring Your Development Environment? Project Structure Face Detection…

Table of Contents Thermal Vision: Measuring Your First Temperature from an Image with Python and OpenCV Thermal Imaging Formats: Gray8 vs. Gray16 Gray8 Gray16 Configuring Your Development Environment Having Problems Configuring Your Development Environment? Project Structure Measuring Your First Temperature…

Table of Contents Introduction to Infrared Vision: Near vs. Mid-Far Infrared Images What Is an Infrared Image? Near-Infrared Images Middle and Far-Infrared Images: Thermal Infrared Imaging Types of Infrared Cameras Near-Infrared or Night Vision Cameras Mid-Far-Infrared or Thermal Cameras What…

Table of Contents Training YOLOv5 Object Detector on a Custom Dataset Configuring Your Development Environment Having Problems Configuring Your Development Environment? About the Dataset YOLOv5 Label Format Vehicles-OpenImages Dataset Udacity Self-Driving Car Dataset Selecting the Model YOLOv5 Training Downloading the…