AI on the Edge: YOLO Object Detection on Raspberry Pi with IP Cameras @paulmcwhorter
AI on the Edge: YOLO Object Detection on Raspberry Pi with IP Cameras  @paulmcwhorter
Uploaded January 2026 | Updated September 2026, 2 weeks ago
You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming:

patreon.com/PaulMcWhorter

In this video lesson we present a step-by-step tutorial on how to install YOLO11 on the raspberry pi 5, running on bookworm OS. We show how to convert the standard YOLO models to models optimized for the Raspberry Pi 5. We show you can get 10 FPS on the Pi 5 using the optimized model for videos a full 1280x720 resolution. Today we show how to use YOLO with a streaming IP RTSP camera. We should you how to work with any IP camera. By the end of this video lesson you will be running full strength object detection on your raspberry pi 5, without buying an accelerator.

[Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.]
#raspberrypi
#AI
#yolo -
-
*LEGAL DISCLAIMER:*
The code, hardware setups, circuit diagrams, mathematical calculations, and technical methods provided in this video are strictly for educational and demonstration purposes.

All math, code, and instructional content are provided "AS IS", without warranty of any kind, express or implied, including but not limited to guarantees of accuracy, completeness, or fitness for a specific purpose.

All hardware assembly, circuit wiring, and software execution are performed entirely at your own risk. The creator assumes no liability for equipment damage, component failure, data loss, or personal injury resulting from the use or implementation of any information or files presented in this content.
AI on the Edge: YOLO Object Detection on Raspberry Pi with IP CamerasArduino Uno R4 WiFi LESSON 80: Finding Pitch and Roll from 3 Axis Accelerometer on MPU6050Arduino Uno R4 WiFi LESSON 69: Improved WiFi Client Server ConnectionsAI on the Edge LESSON 20: Resizing, Moving, Converting and Tiling Video frames in OpenCVAI and the Digital Divide: Will You Survive?Arduino Uno R4 WiFi LESSON 60: Portable Barometric Pressure Weather Station ProjectRaspberry Pi Pico W LESSON 92: Simple Toggle Switch Done Completely on the PIO State MachineAI on the Edge 38: Using Mediapipe for Face Recognition on the Raspberry Pi 5AI on the Edge LESSON 23: Creating Regions of Interest (ROI) in OpenCV with SlicingArduino Uno R4 WiFi LESSON 37: Sorting a List of Grades in an Array in Arduino
Paul McWhorter |

AI on the Edge: YOLO Object Detection on Raspberry Pi with IP Cameras

SHARE TO X SHARE TO REDDIT SHARE TO FACEBOOK WALLPAPER