Computer Vision with Maker Tech: Detecting People With a Raspberry Pi, a Thermal Camera, and Machine Learning

Price: $23.38
(as of Dec 25,2024 11:34:43 UTC – Details)

ASIN ‏ : ‎ B08WHT34V2
Publisher ‏ : ‎ Apress; 1st ed. edition (February 10, 2021)
Publication date ‏ : ‎ February 10, 2021
Language ‏ : ‎ English
File size ‏ : ‎ 7283 KB
Text-to-Speech ‏ : ‎ Enabled
Enhanced typesetting ‏ : ‎ Enabled
X-Ray ‏ : ‎ Not Enabled
Word Wise ‏ : ‎ Not Enabled
Print length ‏ : ‎ 250 pages
Page numbers source ISBN ‏ : ‎ 1484268202

In this post, we will explore how to use Maker Tech to create a computer vision system that can detect people using a Raspberry Pi, a thermal camera, and machine learning.

Computer vision is a rapidly growing field that involves teaching computers to interpret and understand visual information, much like the human eye does. By combining the power of machine learning with affordable hardware like the Raspberry Pi and thermal cameras, we can create intelligent systems that can be used for a variety of applications, from security to healthcare.

To get started with this project, you will need a Raspberry Pi, a thermal camera module, and access to machine learning tools like TensorFlow or OpenCV. The Raspberry Pi is a small, affordable computer that is perfect for running computer vision applications. The thermal camera module will allow us to capture thermal images, which can be used to detect the presence of people based on their body heat.

Once you have all the necessary hardware and software, you can begin training your machine learning model to recognize people in thermal images. This will involve collecting a dataset of thermal images containing people and using it to train a neural network to classify these images.

Once your model is trained, you can deploy it on your Raspberry Pi and connect it to your thermal camera. The system will then be able to detect the presence of people in real-time, making it a powerful tool for applications like security monitoring, crowd counting, and even healthcare monitoring.

By combining the power of Maker Tech with computer vision and machine learning, you can create intelligent systems that can revolutionize the way we interact with the world around us. Give it a try and see what amazing things you can create with your Raspberry Pi, thermal camera, and machine learning skills!
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