You can master Computer Vision, Deep Learning, and OpenCV - PyImageSearch
In this tutorial, you’ll learn how to use OpenCV’s “dnn” module with an NVIDIA GPU for up to 1,549% faster object detection (YOLO and SSD) and instance segmentation (Mask R-CNN). Last week, we discovered how to configure and install OpenCV…
Read More of OpenCV ‘dnn’ with NVIDIA GPUs: 1549% faster YOLO, SSD, and Mask R-CNN
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…
Read More of YOLO and Tiny-YOLO object detection on the Raspberry Pi and Movidius NCS
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…
Read More of OpenCV Vehicle Detection, Tracking, and Speed Estimation
In today’s blog post, I interview Kapil Varshney, a PyImageSearch reader who was recently hired at Esri Research and Development as a Data Scientist focusing on Computer Vision and Deep Learning. Kapil’s story is really important as it shows that,…
Read More of An interview with Kapil Varshney, Data Scientist at Esri R&D
A few weeks ago I published a tutorial on how to get started with the Google Coral USB Accelerator. That tutorial was meant to help you configure your device and run your first demo script. Today we are going to…
Read More of Object detection and image classification with Google Coral USB Accelerator
In this tutorial, you will learn how to get started with your NVIDIA Jetson Nano, including: First boot Installing system packages and prerequisites Configuring your Python development environment Installing Keras and TensorFlow on the Jetson Nano Changing the default camera…
Read More of Getting started with the NVIDIA Jetson Nano
In this tutorial, you will learn how to configure your Google Coral TPU USB Accelerator on Raspberry Pi and Ubuntu. You’ll then learn how to perform classification and object detection using Google Coral’s USB Accelerator. A few weeks ago, Google…
Read More of Getting started with Google Coral’s TPU USB Accelerator
In today’s tutorial, you’ll learn how to stream live video over a network with OpenCV. Specifically, you’ll learn how to implement Python + OpenCV scripts to capture and stream video frames from a camera to a server. Every week or…
Read More of Live video streaming over network with OpenCV and ImageZMQ
Inside this tutorial, you will learn how to utilize the OpenVINO toolkit with OpenCV for faster deep learning inference on the Raspberry Pi. Raspberry Pis are great — I love the quality hardware and the supportive community built around the…
Read More of OpenVINO, OpenCV, and Movidius NCS on the Raspberry Pi
