✨ Introduction to OpenCV AI Kit (OAK) ✨

📖 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…...

🏷️ #EmbeddedIoTandComputerVision #EmbeddedIoTComputerVision #OAK #Tutorials

✨ An interview with Jagadish Mahendran, 1st place winner of the OpenCV Spatial AI Competition ✨

📖 In this post, I interview Jagadish Mahendran, senior Computer Vision/Artificial Intelligence (AI) engineer who recently won 1st place in the OpenCV Spatial AI Competition using the new OpenCV AI Kit (OAK). Jagadish’s winning project was a computer vision system for…...

🏷️ #EmbeddedIoTandComputerVision #Interviews #OpenCVAIKit

✨ An interview with Brandon Gilles, creator of the OpenCV AI Kit (OAK) ✨

📖 In this post, I interview Brandon Gilles, a longtime PyImageSearch reader, and creator of the OpenCV AI Kit (OAK), which is revolutionizing how we are performing embedded computer vision and deep learning. To celebrate the 20th anniversary of the OpenCV…...

🏷️ #DeepLearning #EmbeddedIoTandComputerVision #Interviews #OpenCVAIKit

✨ How to configure your NVIDIA Jetson Nano for Computer Vision and Deep Learning ✨

📖 In today’s tutorial, you will learn how to configure your NVIDIA Jetson Nano for Computer Vision and Deep Learning with TensorFlow, Keras, TensorRT, and OpenCV. Two weeks ago, we discussed how to use my pre-configured Nano .img file — today,…...

🏷️ #DeepLearning #EmbeddedIoTandComputerVision #IoT #Tutorials

✨ OpenCV Vehicle Detection, Tracking, and Speed Estimation ✨

📖 In this tutorial, you will learn how to use OpenCV and Deep Learning to detect vehicles in video streams, track them, and apply speed estimation to detect the MPH/KPH of the moving vehicle. This tutorial is inspired by PyImageSearch readers…...

🏷️ #EmbeddedIoTandComputerVision #IoT #Movidius #ObjectDetection #ObjectTracking #RaspberryPi #Tutorials

✨ YOLO and Tiny-YOLO object detection on the Raspberry Pi and Movidius NCS ✨

📖 In this tutorial, you will learn how to utilize YOLO and Tiny-YOLO for near real-time object detection on the Raspberry Pi with a Movidius NCS. The YOLO object detector is often cited as being one of the fastest deep learning-based…...

🏷️ #DeepLearning #EmbeddedIoTandComputerVision #Movidius #ObjectDetection #RaspberryPi #Tutorials

✨ Raspberry Pi and Movidius NCS Face Recognition ✨

📖 In this tutorial you will learn how to use the Movidius NCS to speed up face detection and face recognition on the Raspberry Pi by over 243%! If you’ve ever tried to perform deep learning-based face recognition on a Raspberry…...

🏷️ #EmbeddedIoTandComputerVision #FaceApplications #Movidius #RaspberryPi

✨ OpenCV Vehicle Detection, Tracking, and Speed Estimation ✨

📖 In this tutorial, you will learn how to use OpenCV and Deep Learning to detect vehicles in video streams, track them, and apply speed estimation to detect the MPH/KPH of the moving vehicle. This tutorial is inspired by PyImageSearch readers…...

🏷️ #EmbeddedIoTandComputerVision #IoT #Movidius #ObjectDetection #ObjectTracking #RaspberryPi #Tutorials

✨ Install OpenCV 4 on Raspberry Pi 4 and Raspbian Buster ✨

📖 In this tutorial, you will learn how to install OpenCV 4 on the Raspberry Pi 4 and Raspbian Buster. You will learn how to install OpenCV 4 on Raspbian Buster via both: A simple pip-install method (which can be completed…...

🏷️ #EmbeddedIoTandComputerVision #IoT #OpenCVTutorials #RaspberryPi #Tutorials