# Visual Detection

Published articles for Visual Detection.

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## Intelligent Robotic Arm Design Based on ESP32-P4 for Industrial Applications

DevFeed: [Intelligent Robotic Arm Design Based on ESP32-P4 for Industrial Applications](<https://devfeed.tech/articles/intelligent-robotic-arm-design-based-on-esp32-p4-for-industrial-applications-13742.md>)

Original publisher: [Read original article](<https://developer.espressif.com/blog/2026/01/esp32p4-robotic-arm-design/>)

Author: John Lee

Published: 2026-01-12T00:00:00Z

Content type: tutorial

Language: en

Sources: [Blog on Developer Portal](<https://devfeed.tech/sources/blog-on-developer-portal.md>)

Topics: [ESP32-P4](<https://devfeed.tech/topics/esp32-p4.md>), [Robotics](<https://devfeed.tech/topics/robotics.md>), [Microcontroller](<https://devfeed.tech/topics/microcontroller.md>), [ESP32-C6](<https://devfeed.tech/topics/esp32-c6.md>), [USB](<https://devfeed.tech/topics/usb.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [blog](<https://devfeed.tech/tags/blog.md>), [esp-dl](<https://devfeed.tech/tags/esp-dl.md>), [esp-now](<https://devfeed.tech/tags/esp-now.md>), [esp32](<https://devfeed.tech/tags/esp32.md>), [esp32-p4](<https://devfeed.tech/tags/esp32-p4.md>), [kinematics](<https://devfeed.tech/tags/kinematics.md>), [protocol](<https://devfeed.tech/tags/protocol.md>), [robotic-arm](<https://devfeed.tech/tags/robotic-arm.md>), [robotics](<https://devfeed.tech/tags/robotics.md>), [usb](<https://devfeed.tech/tags/usb.md>), [visual-detection](<https://devfeed.tech/tags/visual-detection.md>)

### AI overview

A detailed guide to building an independently controllable robotic arm with the ESP32-P4. It covers onboard kinematics, USB-camera-based color detection, remote control over ESP-NOW, mechanical assembly, motor configuration, vision calibration, and system integration.

### Source excerpt

This article demonstrates how to implement an independently controllable robotic arm project based on the ESP32-P4 high-performance MCU. It covers complete kinematics, visual detection, and remote control, showcasing the great potential of ESP32-P4 in industrial applications.