{"repo":"automaticdai/rpi-object-detection","free":true,"listed":false,"github":"https://github.com/automaticdai/rpi-object-detection","clone":"git clone https://github.com/automaticdai/rpi-object-detection.git","description":"Real-time object detection and tracking with Raspberry Pi and OpenCV!","language":"Python","stars":306,"topics":["raspberry-pi","opencv","computer-vision","object-detection"],"license":"MIT","category":"machine-learning","readme_excerpt":"Raspberry Pi Real-Time Object Detection and Tracking - Raspberry Pi Real-Time Object Detection and Tracking 1. Introduction 2. Dependency + 2.1. Packages requirement + 2.2. Hardware support 3. What's in this repository + 3.1. Camera Test + 3.2. Motion Detection + 3.3. Color-based Object Detection and Tracking + 3.4. Shape-based Object Detection and Tracking + 3.5. Feature-based Object Detection and Tracking (with ORB) + 3.6. Face Detection and Tracking + 3.7. Object Detection using YOLO + 3.8. Object Detection using TensorFlow Lite 4. How to Run + 4.1. Install the environment + 4.2. Run the scripts + 4.3. Change camera resolution 5. Q&A License Table of contents generated with markdown-toc 1. Introduction Using a Raspberry Pi and a camera module for computer vision with OpenCV, YOLO, and TensorFlow Lite. The aim of this project is to provide a starting point for using RPi & CV in your own DIY / maker projects. Computer vision based on cameras is very powerful and will bring your project to the next level. This allows you to track complicated objects that would otherwise not be possible with other types of sensors (infrared, ultrasonic, LiDAR, etc). Note the code is based on Python and OpenCV meaning it is cross-platform. You can run this on other Linux-based platforms as well, e.g. x86/x64 PC, IPC, Jetson, Banana Pi, LattaPanda, BeagleBoard, etc. 2. Dependency 2.1. Packages requirement This project is dependent on the following packages: - Python = 3.6.9 - OpenCV-Python - Ope","default_branch":null,"files":null,"tree":[],"storefront":"/r/automaticdai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/automaticdai/rpi-object-detection/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}