Uploaded February 2026 | Updated September 2026, 2 weeks ago
This video explains how real time face detection and pedestrian detection work on the CrowPanel Advanced 7 inch display using the ESP32 P4 microcontroller. All processing runs locally on the device, with no internet connection, no cloud services, and no external computer involved.
I walk through Elecrow’s official example project and explain how the demo applications are structured, how the system starts up, and how the face detection pipeline works at a high level. You do not need to know C++ to follow along. The goal is to understand the architecture and design decisions behind embedded AI on low power hardware.
Chapters
00:00 Real time face detection on a standalone ESP32 P4 board
00:43 CrowPanel Advanced 7 inch display and ESP32 P4 overview
01:35 Face detection demo and live tracking behaviour
02:39 Pedestrian detection and practical use cases
03:23 Demo applications and touchscreen performance
04:11 Project structure and components folder overview
05:16 main.cpp and application startup flow
07:07 Inside the face detection component and AI model
08:13 Detection pipeline, thresholds, and limitations
Links and Resources
ESP32-P4 datasheet
elecrow.com/download/product/DHE04107D/esp32-p4_datasheet_en.pdf
CrowPanel Advanced 7-inch GitHub repository
github.com/Elecrow-RD/CrowPanel-Advanced-7inch-ESP32-P4-HMI-AI-Display-1024x600-IPS-Touch-Screen/tree/master
CrowPanel Advanced 7-inch course PDF
elecrow.com/download/product/DHE04107D/Advance_HMI_P4_7inch_Course.pdf
CrowPanel Advanced 7-inch product page
elecrow.com/crowpanel-advanced-7inch-esp32-p4-hmi-ai-display-1024x600-ips-touch-screen-with-wifi-6-compatible-with-arduino-lvgl-micropython.html
If you are interested in embedded computer vision, ESP32 P4 development, or understanding how small AI models run on microcontrollers, this video provides a clear and practical walkthrough.
This video explains how real time face detection and pedestrian detection work on the CrowPanel Advanced 7 inch display using the ESP32 P4 microcontroller. All processing runs locally on the device, with no internet connection, no cloud services, and no external computer involved.
I walk through Elecrow’s official example project and explain how the demo applications are structured, how the system starts up, and how the face detection pipeline works at a high level. You do not need to know C++ to follow along. The goal is to understand the architecture and design decisions behind embedded AI on low power hardware.
Chapters
00:00 Real time face detection on a standalone ESP32 P4 board
00:43 CrowPanel Advanced 7 inch display and ESP32 P4 overview
01:35 Face detection demo and live tracking behaviour
02:39 Pedestrian detection and practical use cases
03:23 Demo applications and touchscreen performance
04:11 Project structure and components folder overview
05:16 main.cpp and application startup flow
07:07 Inside the face detection component and AI model
08:13 Detection pipeline, thresholds, and limitations
Links and Resources
ESP32-P4 datasheet
elecrow.com/download/product/DHE04107D/esp32-p4_datasheet_en.pdf
CrowPanel Advanced 7-inch GitHub repository
github.com/Elecrow-RD/CrowPanel-Advanced-7inch-ESP32-P4-HMI-AI-Display-1024x600-IPS-Touch-Screen/tree/master
CrowPanel Advanced 7-inch course PDF
elecrow.com/download/product/DHE04107D/Advance_HMI_P4_7inch_Course.pdf
CrowPanel Advanced 7-inch product page
elecrow.com/crowpanel-advanced-7inch-esp32-p4-hmi-ai-display-1024x600-ips-touch-screen-with-wifi-6-compatible-with-arduino-lvgl-micropython.html
If you are interested in embedded computer vision, ESP32 P4 development, or understanding how small AI models run on microcontrollers, this video provides a clear and practical walkthrough.





![[000] Arduino Getting Started: what is this free course about?
Join Peter on Tech Explorations for an exciting introduction to our latest series, dedicated to unravelling the wonders of Arduino for enthusiasts of all skill levels. Whether starting from scratch or aiming to polish your skills, this series promises to lay down a robust foundation in electronics and programming through the versatile world of Arduino.
This series is possible thanks to the kind support of Sunfounder, an online store that sells high-quality hardware and kits for Makers. Visit Sunfounder at https://sunfounder.com.
In this series, I use the SunFounder 3 1 Ultimate Starter Kit with Original Arduino Uno R4 Minima, including high-quality sensors, actuators, power supplies, and Original Arduino Uno R4 Minima for diverse projects and skill-building. Get it (affiliate link): https://www.sunfounder.com/collections/arduino-kits/products/sunfounder-3-in-1-ultimate-starter-kit-with-original-arduino-uno-r4-minima?ref=bXS65iah
Timestamps:
00:00 - Welcome and Series Introduction
00:10 - Discovering the Arduino Universe
00:20 - Arduino Basics for Beginners and Enthusiasts
00:31 - Introduction to Arduino R4 Minima and Wi-Fi
00:37 - Project Guides: From Setup to Execution
00:44 - Exploring Digital and Analog Inputs/Outputs
00:49 - Innovative Arduino Projects: Sensing and Measurement
00:54 - Weekly Video Release Announcement
01:00 - Invitation to Join Our Arduino Journey
01:11 - How to Contribute Ideas and Questions
01:22 - Subscribe for Weekly Updates
01:34 - Thank You, and Preview of Whats Next
What to Expect:
Comprehensive Tutorials: Step-by-step guides on starting with Arduino, including setup and programming basics.
Engaging Projects: Deep dives into creating projects that cover a wide range of applications, such as light sensing, temperature measuring, and motion detection.
Interactive Learning: This series aims to be shaped by your curiosity and questions. Dont hesitate to comment with your thoughts, project ideas, or questions.
Weekly Updates: Stay tuned for new content every week that will enhance your understanding and skills in Arduino.
Your feedback and project ideas are crucial to making this series interactive and helpful.
Embark on this Arduino adventure with us and explore the endless possibilities it has to offer. Were excited to see the incredible projects youll create and the insightful questions youll bring to our community. Thanks for watching, and we look forward to seeing you in the next video! [000] Arduino Getting Started: what is this free course about?](https://i.ytimg.com/vi/XxH4yYYwixY/mqdefault.jpg)


![[080] Arduino Getting Started: Arithmetic and Boolean operators
This video series teaches how to write your first Arduino program using the Arduino Integrated Development Environment (IDE).
In this video, you will learn about the arithmetic and boolean operators of Arduino C++. These operators are the core elements for decision-making in your code. Understanding these operators is crucial for any Arduino project, whether manipulating sensor data or controlling actuators.
Remember to subscribe for more tutorials!
This series is possible thanks to the kind support of Sunfounder, an online store that sells high-quality hardware and kits for Makers. Visit Sunfounder at https://sunfounder.com.
In this series, I use the SunFounder 3 1 Ultimate Starter Kit with Original Arduino Uno R4 Minima, including high-quality sensors, actuators, power supplies, and Original Arduino Uno R4 Minima for diverse projects and skill-building. Get it (affiliate link): https://www.sunfounder.com/collections/arduino-kits/products/sunfounder-3-in-1-ultimate-starter-kit-with-original-arduino-uno-r4-minima?ref=bXS65iah
Timestamps:
[00:00 - 00:06] Introduction to Arduino programming fundamentals
[00:06 - 00:16] Overview of arithmetic operators
[00:16 - 00:29] Applications of arithmetic operators in Arduino projects
[00:29 - 00:42] Introduction to boolean operators for decision making
[00:42 - 00:56] Explanation of boolean operators and their role in IF statements and loops
[00:56 - 01:01] Upcoming detailed tutorials on IF statements and loops
[01:01 - 01:20] Practical example: Using a simulated temperature sensor to control an LED
[01:20 - 01:33] Demonstration of decision-making with an IF statement
[01:33 - 01:48] Importance of arithmetic and boolean operators in Arduino programming
[01:48 - 02:07] Conclusion and invitation to like, share, and subscribe for more tutorials [080] Arduino Getting Started: Arithmetic and Boolean operators](https://i.ytimg.com/vi/YXeI3SZPiEA/mqdefault.jpg)
![[220] Arduino Getting Started: The RGB Color LED
In this tutorial, we demonstrate using an RGB LED to create various colors by mixing red, green, and blue light with an Arduino. We cover the setup, wiring, and code to control the RGB LED.
This series is possible thanks to the kind support of Sunfounder, an online store that sells high-quality hardware and kits for Makers. Visit Sunfounder at https://sunfounder.com.
In this series, I use the SunFounder 3 in 1 Ultimate Starter Kit with Original Arduino Uno R4 Minima, including high-quality sensors, actuators, power supplies, and Original Arduino Uno R4 Minima for diverse projects and skill-building. Get it (affiliate link): https://www.sunfounder.com/collections/arduino-kits/products/sunfounder-3-in-1-ultimate-starter-kit-with-original-arduino-uno-r4-minima?ref=bXS65iah
⏰ Timestamps
* 00:00 - 00:07: Connecting the Cathode and Anode 🔌
* 00:07 - 00:13: Powering the RGB LED 🌟
* 00:13 - 00:20: Inserting RGB LED into Breadboard 🧰
* 00:20 - 00:32: Connecting the Common Cathode to Ground 🖇️
* 00:32 - 00:39: Wiring Resistors to Digital Pins 📏
* 00:39 - 00:45: Using Pins 9, 10, and 11 for RGB 🌈
* 00:45 - 00:51: Importance of Resistors ⚠️
* 00:51 - 00:56: Starting the Arduino Sketch 💻
* 00:56 - 01:03: Defining Pins for RGB 📑
* 01:03 - 01:11: Setting Pins as Outputs ⚙️
* 01:11 - 01:19: Creating the Set Color Function 🎨
* 01:19 - 01:24: Using Analog Write to Control Colors ✍️
* 01:24 - 01:31: Looping Through Colors 🔁
* 01:31 - 01:38: Waiting Between Color Changes ⏳
* 01:38 - 01:44: Example of Setting Colors 🌈
* 01:44 - 01:51: Maximum Intensity Explanation 💡
* 01:51 - 02:04: Setting Red, Green, and Blue Intensities 🚥
* 02:04 - 02:10: Observing LED Color Changes 👀
* 02:10 - 02:21: Experimenting with Color Combinations 🧪
* 02:21 - 02:30: Achieving Different Colors 🎨
* 02:30 - 03:02: Summary and Further Experimentation 🛠️
* 03:02 - 03:20: Invitation to Subscribe 📢
📚 Main Learning Objectives
* Understand the wiring of an RGB LED with Arduino.
* Learn the difference between common cathode and anode RGB LEDs.
* Set up and use resistors to protect the LED.
* Write Arduino code to control the RGB LED.
* Create various colors by mixing red, green, and blue light.
* Experiment with different color combinations using the setColor function.
📢 Invitation to Subscribe
If you found this tutorial helpful, please give it a thumbs up 👍 and subscribe to our channel for more exciting Arduino projects. Your support motivates us to keep creating valuable content. Hit the bell icon 🔔 to stay updated with our latest tutorials. Drop your questions and ideas in the comments below. Thanks for watching, and see you in the next tutorial! 🚀 [220] Arduino Getting Started: The RGB Color LED](https://i.ytimg.com/vi/ZDLG1qoyTvM/mqdefault.jpg)
![[200] Arduino Getting Started: Thermistor, an Analog Temperature Sensor
In this tutorial, we demonstrate using an NTC thermistor to measure temperature with an Arduino. We cover the setup and the code required to read and display the temperature data.
This series is possible thanks to the kind support of Sunfounder, an online store that sells high-quality hardware and kits for Makers. Visit Sunfounder at https://sunfounder.com.
In this series, I use the SunFounder 3 in 1 Ultimate Starter Kit with Original Arduino Uno R4 Minima, including high-quality sensors, actuators, power supplies, and Original Arduino Uno R4 Minima for diverse projects and skill-building. Get it (affiliate link): https://www.sunfounder.com/collections/arduino-kits/products/sunfounder-3-in-1-ultimate-starter-kit-with-original-arduino-uno-r4-minima?ref=bXS65iah
⏰ Timestamps
00:00 - 00:07: Introduction to Thermistors 📚
00:07 - 00:13: NTC Thermistor Explanation 🔍
00:13 - 00:20: Required Components 🧰
00:20 - 00:38: Wiring the Thermistor 🔌
00:38 - 00:51: Connecting to Analog Pin 🖇️
00:51 - 01:02: Understanding Voltage Divider 📊
01:02 - 01:08: Voltage and Temperature Relationship 🌡️
01:08 - 01:19: Arduino Code Overview 💻
01:19 - 01:25: Defining Constants and Variables 📑
01:25 - 01:37: Temperature Calculation Function 🔢
01:37 - 01:44: Reading Voltage and Calculating Resistance 🖥️
01:44 - 02:03: Converting Resistance to Temperature 🌡️
02:03 - 02:10: Kelvin to Celsius Conversion 🧮
02:10 - 02:24: Loop Function and Printing Values 🔁
02:24 - 02:36: Adding Delay ⏳
02:36 - 02:45: Testing the Circuit ⚙️
02:45 - 03:00: Practical Applications 🌍
03:00 - 03:10: Invitation to Subscribe 📢
03:10 - 03:15: Comments and Suggestions 💬
📚 Main Learning Objectives
Understand the difference between NTC and PTC thermistors.
Learn to set up a voltage divider with a thermistor.
Read analog values from a thermistor using analogRead.
Convert analog voltage to temperature readings.
Print temperature values to the serial monitor.
Convert temperature from Kelvin to Celsius.
Implement a delay to manage reading intervals.
📢 Invitation to Subscribe
If you found this tutorial helpful, please give it a thumbs up 👍 and subscribe to our channel for more exciting Arduino projects. Your support motivates us to keep creating valuable content. Hit the bell icon 🔔 to stay updated with our latest tutorials. Have any questions or suggestions? Leave a comment below. Thanks for watching and happy making! 🚀 [200] Arduino Getting Started: Thermistor, an Analog Temperature Sensor](https://i.ytimg.com/vi/ZFUBjdHlfIg/mqdefault.jpg)