# Knowledge

**URL:** https://forum.amebaiot.com/c/knowledge/7.md

[Latest](https://forum.amebaiot.com/latest.md) · [Categories](https://forum.amebaiot.com/categories.md) · [Tags](https://forum.amebaiot.com/tags.md)

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## [About the Knowledge category](https://forum.amebaiot.com/t/about-the-knowledge-category/26)

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**Author:** [@xidameng](https://forum.amebaiot.com/u/xidameng)\
**Replies:** 0\
**Last updated:** [December 15, 2020, 3:55pm UTC](https://forum.amebaiot.com/t/about-the-knowledge-category/26 "2020-12-15T15:55:38Z")

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Realtek official knowledge sharing. Realtek官方技术分享。

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## [Selecting a Different Camera Using the Arduino SDK](https://forum.amebaiot.com/t/selecting-a-different-camera-using-the-arduino-sdk/5203)

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**Author:** [@Pammy](https://forum.amebaiot.com/u/Pammy)\
**Replies:** 0\
**Last updated:** [October 28, 2026, 2:56am UTC](https://forum.amebaiot.com/t/selecting-a-different-camera-using-the-arduino-sdk/5203 "2026-10-28T02:56:28Z")

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Want to use a different camera sensor with your AmebaPro2 board? This guide will walk you through the steps to configure and switch camera sensors using the AmebaPro2 Arduino SDK. If your desired camera sensor is not av…

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## [Using IoT, APIs, and Cloud Services to Improve Museum Visitor Experiences](https://forum.amebaiot.com/t/using-iot-apis-and-cloud-services-to-improve-museum-visitor-experiences/5175)

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**Author:** [@Mandel](https://forum.amebaiot.com/u/Mandel)\
**Replies:** 1\
**Last updated:** [October 20, 2026, 6:53am UTC](https://forum.amebaiot.com/t/using-iot-apis-and-cloud-services-to-improve-museum-visitor-experiences/5175 "2026-10-20T06:53:31Z")

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I’ve been looking at how IoT devices can be connected with cloud platforms to make museum operations and visitor experiences more data-driven. A simple architecture could be: IoT devices collect data such as visitor c…

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## [Connecting IoT Devices With Cloud-Based Digital Membership Card Systems](https://forum.amebaiot.com/t/connecting-iot-devices-with-cloud-based-digital-membership-card-systems/5179)

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**Author:** [@jia](https://forum.amebaiot.com/u/jia)\
**Replies:** 1\
**Last updated:** [October 20, 2026, 6:10am UTC](https://forum.amebaiot.com/t/connecting-iot-devices-with-cloud-based-digital-membership-card-systems/5179 "2026-10-20T06:10:03Z")

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I’m exploring different ways to connect IoT devices with cloud-based applications, particularly where a physical location has connected devices that need to communicate with a membership or customer management system. O…

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## [Request for Acuity Toolkit Access](https://forum.amebaiot.com/t/request-for-acuity-toolkit-access/4985)

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**Author:** [@navneet8875580017](https://forum.amebaiot.com/u/navneet8875580017)\
**Replies:** 1\
**Last updated:** [August 7, 2026, 6:22am UTC](https://forum.amebaiot.com/t/request-for-acuity-toolkit-access/4985 "2026-08-07T06:22:16Z")

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Hi, I’m deploying a custom-trained YOLOv7-tiny model (2 classes) on the AMB82-Mini and need offline Acuity Toolkit access to convert my ONNX to .nb. My GitHub username is: nav90. Thank you.

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## [Online Conversion](https://forum.amebaiot.com/t/online-conversion/4900)

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**Author:** [@Quynh\_LB](https://forum.amebaiot.com/u/Quynh_LB)\
**Replies:** 5\
**Last updated:** [June 25, 2026, 2:33am UTC](https://forum.amebaiot.com/t/online-conversion/4900 "2026-06-25T02:33:41Z")

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Hi everyone, have anyone used the online conversion website, I already upload my model but I wait for more than an hour and still don’t receive the converted file. I’m really in hurry. Please help me to have the converte…

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## [AMB82-mini edge AI capability](https://forum.amebaiot.com/t/amb82-mini-edge-ai-capability/4813)

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**Author:** [@allenyang](https://forum.amebaiot.com/u/allenyang)\
**Replies:** 1\
**Last updated:** [April 10, 2026, 9:04am UTC](https://forum.amebaiot.com/t/amb82-mini-edge-ai-capability/4813 "2026-04-10T09:04:03Z")

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Hi, We are currently developing a project that utilizes edge AI to implement a smart camera application. We would like to learn the specific capabilities of the AMB82-mini platform’s edge AI including: Which AI model…

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## [Tool Test](https://forum.amebaiot.com/t/tool-test/4786)

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**Author:** [@raulcxw](https://forum.amebaiot.com/u/raulcxw)\
**Replies:** 0\
**Last updated:** [March 18, 2026, 5:52am UTC](https://forum.amebaiot.com/t/tool-test/4786 "2026-03-18T05:52:19Z")

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Test for email，test for email

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## [\[分享\] Docker 離線AI模型轉換工具包](https://forum.amebaiot.com/t/docker-ai/4713)

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**Author:** [@KevinKL](https://forum.amebaiot.com/u/KevinKL)\
**Replies:** 0\
**Last updated:** [February 10, 2026, 5:23am UTC](https://forum.amebaiot.com/t/docker-ai/4713 "2026-02-10T05:23:36Z")

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歡迎大家嘗試使用Docker在本機電腦轉換NN模型 :laptop: 文檔: Acuity Toolkit Docker Installation — AmebaPro2's Documentation v0.1 documentation 影片:

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## [\[Sharing\] Offline AI Model Conversion Toolkit using Docker](https://forum.amebaiot.com/t/sharing-offline-ai-model-conversion-toolkit-using-docker/4712)

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**Author:** [@KevinKL](https://forum.amebaiot.com/u/KevinKL)\
**Replies:** 0\
**Last updated:** [February 10, 2026, 3:44am UTC](https://forum.amebaiot.com/t/sharing-offline-ai-model-conversion-toolkit-using-docker/4712 "2026-02-10T03:44:44Z")

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Wish to convert your AI model on a local device? You can now install and setup the Offline Conversion Toolkit on Docker. Learn more about the steps to get your converted model successfully in this video. You may also fol…

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## [\[GUIDE\] Add New Camera Sensor Module Options to AmebaPro2 (AMB82-Mini)](https://forum.amebaiot.com/t/guide-add-new-camera-sensor-module-options-to-amebapro2-amb82-mini/4640)

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**Author:** [@yenhuei](https://forum.amebaiot.com/u/yenhuei)\
**Replies:** 0\
**Last updated:** [January 6, 2026, 8:05am UTC](https://forum.amebaiot.com/t/guide-add-new-camera-sensor-module-options-to-amebapro2-amb82-mini/4640 "2026-01-06T08:05:25Z")

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Hello AmebaIoT community! This topic is specially created to help creators like yourself to realize your applications with camera sensor modules that are not officially supported by us yet. We hope that this will enable …

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## [\[Tutorial\] Generative AI Vision ✨](https://forum.amebaiot.com/t/tutorial-generative-ai-vision/3650)

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**Author:** [@KevinKL](https://forum.amebaiot.com/u/KevinKL)\
**Replies:** 3\
**Last updated:** [March 29, 2025, 11:41am UTC](https://forum.amebaiot.com/t/tutorial-generative-ai-vision/3650 "2025-03-29T11:41:49Z")

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:rocket: Unlock Creative Possibilities with AMB82 Mini! :rocket: Can a tiny board like the AMB82 Mini harness the power of Generative AI? :thinking: Welcome to try out the Generative AI Vision example in the Arduino SD…

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## [\[Sharing\] Video Streaming from Ameba Pro2 to Browser via FFmpeg](https://forum.amebaiot.com/t/sharing-video-streaming-from-ameba-pro2-to-browser-via-ffmpeg/1505)

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**Author:** [@dakamaster](https://forum.amebaiot.com/u/dakamaster)\
**Replies:** 2\
**Last updated:** [April 1, 2024, 3:05am UTC](https://forum.amebaiot.com/t/sharing-video-streaming-from-ameba-pro2-to-browser-via-ffmpeg/1505 "2024-04-01T03:05:01Z")

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Intro Recently, Ameba Family has a new member who joined us, Ameba Pro2, which supports video and AI functions. In our pre-released Ameba Pro2 Arduino SDK, we have already supported real-time video streaming to VLC Medi…

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## [RTL8720DN-based Password and Credit Card Vault](https://forum.amebaiot.com/t/rtl8720dn-based-password-and-credit-card-vault/2105)

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**Author:** [@Northstrix](https://forum.amebaiot.com/u/Northstrix)\
**Replies:** 3\
**Last updated:** [August 2, 2023, 6:33am UTC](https://forum.amebaiot.com/t/rtl8720dn-based-password-and-credit-card-vault/2105 "2023-08-02T06:33:50Z")

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Greetings, everyone. Allow me to introduce you to Midbar (RTL8720DN Version). Midbar (RTL8720DN Version) is an RTL8720DN-based password and credit card vault. The Midbar (RTL8720DN Version) is able to store sixteen lo…

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## [\[Resources\] BW16 Getting Start Guide](https://forum.amebaiot.com/t/resources-bw16-getting-start-guide/683)

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**Author:** [@dakamaster](https://forum.amebaiot.com/u/dakamaster)\
**Replies:** 0\
**Last updated:** [July 23, 2021, 12:27pm UTC](https://forum.amebaiot.com/t/resources-bw16-getting-start-guide/683 "2021-07-23T12:27:34Z")

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Content Required Environment Introduction to BW16 Setting up Development Environment Step 1: Installing the Driver Step 2: Set up Arduino IDE Try the First Example Step 1. Compile & Upload Step2. Run the Blink …

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## [\[Resources\] BW16 Ameba SPI Example Running Guide](https://forum.amebaiot.com/t/resources-bw16-ameba-spi-example-running-guide/716)

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**Author:** [@dakamaster](https://forum.amebaiot.com/u/dakamaster)\
**Replies:** 0\
**Last updated:** [August 5, 2021, 12:22pm UTC](https://forum.amebaiot.com/t/resources-bw16-ameba-spi-example-running-guide/716 "2021-08-05T12:22:50Z")

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BW16 Ameba SPI Example Running Guide Require Material Adafruit 2.8" TFT Touch Shield v2 BW16 (RTL8720DN) Jumper Wires Connection Pinouts Adafruit 2.8" TFT Touch Shield v2 Since Adafruit 2.8" TFT Touch Shield shares th…

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## [IOT Home Security System 🏠](https://forum.amebaiot.com/t/iot-home-security-system/61)

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**Author:** [@xidameng](https://forum.amebaiot.com/u/xidameng)\
**Replies:** 0\
**Last updated:** [December 18, 2020, 9:47am UTC](https://forum.amebaiot.com/t/iot-home-security-system/61 "2020-12-18T09:47:16Z")

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IOT Home Security System :house: :loud\_sound: One of the most useful IoT applications is home security. Imagine a thief cutting your security camera wire while trying to break into your house. This won’t ha…

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## [\[Tutorial\] Using Segger’s Ozone debugger with the RTL8722 EVB](https://forum.amebaiot.com/t/tutorial-using-segger-s-ozone-debugger-with-the-rtl8722-evb/403)

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**Author:** [@wyy](https://forum.amebaiot.com/u/wyy)\
**Replies:** 6\
**Last updated:** [January 16, 2023, 3:46am UTC](https://forum.amebaiot.com/t/tutorial-using-segger-s-ozone-debugger-with-the-rtl8722-evb/403 "2023-01-16T03:46:04Z")

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If you are troubleshooting an unexpected behavior in your code, it often beneficial to be able to see the values of variables while your code is running to speed up debugging. This tutorial shows how to use a Segger J-Li…

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## [\[Tutorial\] Debugging RTL8722 with the new Arduino IDE 2.0](https://forum.amebaiot.com/t/tutorial-debugging-rtl8722-with-the-new-arduino-ide-2-0/656)

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**Author:** [@wyy](https://forum.amebaiot.com/u/wyy)\
**Replies:** 7\
**Last updated:** [December 29, 2022, 3:40am UTC](https://forum.amebaiot.com/t/tutorial-debugging-rtl8722-with-the-new-arduino-ide-2-0/656 "2022-12-29T03:40:02Z")

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此教程的中文版： Requirements Hardware: RTL8720/RTL8721/RTL8722 DN/DM/DF development board SEGGER JLink debug probe ( SEGGER J-Link debug probes ) Software: Arduino IDE 2.0 (https://www.arduino.cc/en/software) SEGGER JL…

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## [\[Sharing\] Quick guide for debugging Hard Fault in ARM Cortex-33](https://forum.amebaiot.com/t/sharing-quick-guide-for-debugging-hard-fault-in-arm-cortex-33/1459)

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**Author:** [@dakamaster](https://forum.amebaiot.com/u/dakamaster)\
**Replies:** 0\
**Last updated:** [October 6, 2022, 6:32am UTC](https://forum.amebaiot.com/t/sharing-quick-guide-for-debugging-hard-fault-in-arm-cortex-33/1459 "2022-10-06T06:32:23Z")

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A hard fault is an exception that occurs because of an error during normal or exception processing. It often occurs during your software development. Upon facing a hard fault, there is still something that you could d…

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## [Bluetooth TripWire -- Your "Best" Office Companion (Guide&Code)](https://forum.amebaiot.com/t/bluetooth-tripwire-your-best-office-companion-guide-code/967)

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**Author:** [@xidameng](https://forum.amebaiot.com/u/xidameng)\
**Replies:** 0\
**Last updated:** [December 10, 2021, 7:05am UTC](https://forum.amebaiot.com/t/bluetooth-tripwire-your-best-office-companion-guide-code/967 "2021-12-10T07:05:18Z")

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Hi if you haven’t watched the demo video, feel free the play this :point\_up: short clip to see what it’s capable of. Introduciton This project took the inspiration from the another open-source project da…

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## [\[Sharing\] Socket Programming 101 - UDP](https://forum.amebaiot.com/t/sharing-socket-programming-101-udp/1159)

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**Author:** [@dakamaster](https://forum.amebaiot.com/u/dakamaster)\
**Replies:** 0\
**Last updated:** [March 19, 2022, 3:28am UTC](https://forum.amebaiot.com/t/sharing-socket-programming-101-udp/1159 "2022-03-19T03:28:39Z")

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In this article, we will have a basic understanding of Socket Programming first, then get into the detailed code of socket programming to further understand the difference between TCP and UDP transport protocol. Socket P…

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## [Gesture Control LED Project Guide | MicroPython | Computer Vision | RTL8722DM\_MINI](https://forum.amebaiot.com/t/gesture-control-led-project-guide-micropython-computer-vision-rtl8722dm-mini/852)

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**Author:** [@xidameng](https://forum.amebaiot.com/u/xidameng)\
**Replies:** 0\
**Last updated:** [October 15, 2021, 11:10am UTC](https://forum.amebaiot.com/t/gesture-control-led-project-guide-micropython-computer-vision-rtl8722dm-mini/852 "2021-10-15T11:10:27Z")

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MicroPython with Computer Vision on RTL8722DM\_MINI Hi! if you have not watched the demo video yet, please feel free to click the video above :point\_up\_2: Computer Vision has been around for quite a while…

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## [【科普】無綫 Mesh 網絡 和 IEEE802.11s 網絡協議 (2)](https://forum.amebaiot.com/t/mesh-ieee802-11s-2/1143)

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**Author:** [@dakamaster](https://forum.amebaiot.com/u/dakamaster)\
**Replies:** 0\
**Last updated:** [March 10, 2022, 11:21am UTC](https://forum.amebaiot.com/t/mesh-ieee802-11s-2/1143 "2022-03-10T11:21:09Z")

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【溫馨提示】如果覺得這篇文章很難，建議從上一篇文章開始閲讀。傳送門： 【科普】無綫 Mesh 網絡 和 IEEE802.11s 網絡協議 （1） 專有名詞 Wireless Personal Ad-hoc Network (WPAN) 個人無綫網 Mobile Ad Hoc Network (MANET) 移動網絡 Wireless Mesh Network (WMN) 無綫 Mesh 網絡 Hybrid Wireless…

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## [\[Sharing\] Wi-Fi Mesh Network & IEEE802.11s Protocol \[1\]](https://forum.amebaiot.com/t/sharing-wi-fi-mesh-network-ieee802-11s-protocol-1/1130)

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**Author:** [@dakamaster](https://forum.amebaiot.com/u/dakamaster)\
**Replies:** 0\
**Last updated:** [March 3, 2022, 8:33am UTC](https://forum.amebaiot.com/t/sharing-wi-fi-mesh-network-ieee802-11s-protocol-1/1130 "2022-03-03T08:33:30Z")

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Intro Recently, I took a Wi-Fi-related course in school, and now I am halfway through the semester. In fact, in the process of transitioning from “Wired Network” to “Wireless Network”, the transmission medium has chang…

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## [\[Sharing\] Wi-Fi Mesh Network & IEEE802.11s Protocol \[2\]](https://forum.amebaiot.com/t/sharing-wi-fi-mesh-network-ieee802-11s-protocol-2/1142)

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**Author:** [@dakamaster](https://forum.amebaiot.com/u/dakamaster)\
**Replies:** 0\
**Last updated:** [March 10, 2022, 9:00am UTC](https://forum.amebaiot.com/t/sharing-wi-fi-mesh-network-ieee802-11s-protocol-2/1142 "2022-03-10T09:00:01Z")

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Previous Article: \[Sharing\] Wi-Fi Mesh Network & IEEE802.11s Protocol \[1\] Terms Wireless Personal Ad-hoc Network (WPAN) Mobile Ad Hoc Network (MANET) ToC Intro General Characteristics of WMN Application Scenario …

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## [【科普】無綫 Mesh 網絡 和 IEEE802.11s 網絡協議 （1）](https://forum.amebaiot.com/t/mesh-ieee802-11s-1/1129)

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**Author:** [@dakamaster](https://forum.amebaiot.com/u/dakamaster)\
**Replies:** 2\
**Last updated:** [March 10, 2022, 2:53am UTC](https://forum.amebaiot.com/t/mesh-ieee802-11s-1/1129 "2022-03-10T02:53:04Z")

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引入 最近在學校拿了一門和Wi-Fi相關的課程，現在學期過半，整體的感受是：不學不知道，一學嚇一跳。其實從 “有綫網路 (Wired Network)” 跨度到 “無綫網路 (Wireless Network)” 的過程中, 因爲傳輸媒介從物理上存在的“綫”變成了“空氣”，很多複雜的因素都被考慮在專門爲 Wi-Fi 量身定制的 IEEE802.11 網絡協議中，未來會專門出一系列文章來討論"無綫網絡"這個話題。也算是對我學到知識的一…

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## [\[Sharing\] Ameba family is now supporting Auto-upload features 🥳](https://forum.amebaiot.com/t/sharing-ameba-family-is-now-supporting-auto-upload-features/795)

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**Author:** [@dakamaster](https://forum.amebaiot.com/u/dakamaster)\
**Replies:** 0\
**Last updated:** [September 17, 2021, 10:41am UTC](https://forum.amebaiot.com/t/sharing-ameba-family-is-now-supporting-auto-upload-features/795 "2021-09-17T10:41:45Z")

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Introduction :mega: The Ameba Auto Upload Tool was contributed by community member Joe Hsieh, who programmed and tested this auto-upload feature with BW16 and RTL8722DM based evaluation boards. Joe has written the auto-u…

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## [\[Sharing\] Which Serial to USB module is best for your DIY development board? (C340|CP2102|FT232)](https://forum.amebaiot.com/t/sharing-which-serial-to-usb-module-is-best-for-your-diy-development-board-c340-cp2102-ft232/684)

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**Author:** [@xidameng](https://forum.amebaiot.com/u/xidameng)\
**Replies:** 2\
**Last updated:** [September 16, 2021, 6:27am UTC](https://forum.amebaiot.com/t/sharing-which-serial-to-usb-module-is-best-for-your-diy-development-board-c340-cp2102-ft232/684 "2021-09-16T06:27:41Z")

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1. The most common Serial to USB modules on development boards Many makers have purchased development boards such as Arduino UNO, STM32, RPI Pico etc. If you need wireless connectivity, then you might even have bought…

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## [🔊 JOIN the online webinar to meet Arduino CTO and Realtek!](https://forum.amebaiot.com/t/join-the-online-webinar-to-meet-arduino-cto-and-realtek/752)

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**Author:** [@M-ichae-l](https://forum.amebaiot.com/u/M-ichae-l)\
**Replies:** 2\
**Last updated:** [September 6, 2021, 2:59am UTC](https://forum.amebaiot.com/t/join-the-online-webinar-to-meet-arduino-cto-and-realtek/752 "2021-09-06T02:59:24Z")

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The most popular European and U.S. engineering online exhibition is coming! Realtek is invited to participate in the 2021 Industry Tech Days, a European and American engineering online exhibition. The exhibition will fr…

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