ESP32 P4 Face Detection Explained: Inside the CrowPanel Advanced 7 Inch Display Code @TechExplorations_
ESP32 P4 Face Detection Explained: Inside the CrowPanel Advanced 7 Inch Display Code  @TechExplorations_
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.
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ESP32 P4 Face Detection Explained: Inside the CrowPanel Advanced 7 Inch Display Code

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