You can master Computer Vision, Deep Learning, and OpenCV - PyImageSearch
Embedded/IoT and Computer VisionFollow these tutorials to learn how to use the Raspberry Pi, Intel Movidius NCS, Google Coral, and NVIDIA Jetson Nano for Computer Vision and Deep Learning using OpenCV, Keras, TensorFlow, and more.
Last updated on July 9, 2021. In this tutorial, you will learn how to use OpenCV to stream video from a webcam to a web browser/HTML page using Flask and Python. Ever have your car stolen? Mine was stolen over…
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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…
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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…
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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…
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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…
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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…
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What if I said that there’s a camera that: Is low cost at $65. Runs MicroPython. And can be expanded with shields just like an Arduino/RPi. Meet OpenMV! I met Kwabena Agyeman, the founder of OpenMV, during the PyImageSearch Gurus…
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Today’s post is inspired by Danielle, a PyImageSearch reader who emailed me last week and asked: Hi Adrian, I’m enjoying your blog and I especially liked last week’s post about image classification with the Intel Movidius NCS. I’m still considering…
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Let me ask you three questions: What if you could could run state-of-the-art neural networks on a USB stick? What if you could see over 10x performance on this USB stick compared to your CPU? And what if this entire…
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