# 歐尼克斯實境互動工作室【系列發文】

目錄：
[toc]

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## TinyML(MCU AI)系列

[TinyML 核心函式庫 Arm CMSIS 6 DSP & NN 更新比較](https://omnixri.blogspot.com/2024/02/tinyml-arm-cmsis-6-dsp-nn.html)

[TinyML相關學術論文（2023版）](https://omnixri.blogspot.com/2023/11/tinyml2023.html)

[【vMaker Edge AI專欄 #07】TinyML (MCU AI) 運行效能誰說了算？](https://omnixri.blogspot.com/2023/07/vmaker-edge-ai-07tinyml-mcu-ai.html)

[【vMaker Edge AI專欄 #04】 從Embedded World 2023看Edge AI及TinyML最新發展趨勢](https://omnixri.blogspot.com/2023/04/vmaker-edge-ai-04-embedded-world.html)

[【課程簡報】20230310—DForum_嵌入式系統開發應用論壇_MCU如何結合NPU實現TinyML微型化電腦視覺](https://omnixri.blogspot.com/2023/03/20230310dforummcunputinyml.html)

[【vMaker Edge AI專欄 #01】 從CES 2023 看Edge AI及TinyML最新發展趨勢](https://omnixri.blogspot.com/2023/01/vmaker-edge-ai-01-ces-2023-edge-aitinyml.html)

[有了TinyML加持MCU也能開始玩電腦視覺了](https://omnixri.blogspot.com/2022/12/tinymlmcu.html)

[【課程簡報】20221110_台灣IC智造年會_AIoT與tinyML生態系 國際發展趨勢與國產IC未來方向](https://omnixri.blogspot.com/2022/11/20221110icaiottinyml-ic.html)
錄影內容：https://youtu.be/PzcdF4GjNKE?t=18384

[MCU攜手NPU讓tinyML邁向新里程碑](https://omnixri.blogspot.com/2022/10/mcunputinyml.html)

[【課程簡報】國產IC線上分享會─AIoT與tinyML生態系國際發展趨勢與國產晶片未來方向](https://omnixri.blogspot.com/2022/10/icaiottinyml.html)
錄影內容：https://youtu.be/S3UudNBkZyo?t=1049

[【課程簡報】20220731_Coscup開源人年會_爭什麼，把AI和MCU摻在一起做tinyML就對了](http://omnixri.blogspot.com/2022/07/20220731coscupaimcutinyml.html)

[【心得筆記】Edge Impulse EON Tuner AutoML工具介紹](https://omnixri.blogspot.com/2022/05/edge-impulse-eon-tuner-automl.html)

[iThome 2021 (13屆) 鐵人賽【arm platforms組】完賽記錄 ─ 爭什麼，把AI和MCU摻在一起做tinyML就對了！](https://omnixri.blogspot.com/2021/10/ithome-2021-13-arm-platforms-aimcutinyml.html)

[當智慧物聯網(AIoT)遇上微型機器學習(tinyML)是否會成為台灣單晶片(MCU)供應鏈下一個新商機！？](https://omnixri.blogspot.com/2021/09/aiottinymlmcu.html)

[【課程簡報】20210814 Arm DevTalks 2021_Edge AI的最後一哩路：Embedded ML](https://omnixri.blogspot.com/2021/08/20210814-arm-devtalks-2021edge.html)

[【tinyML】學習資源整理](https://omnixri.blogspot.com/2021/08/tinyml.html)

[tinyML（MCU AI）相關學術論文](https://hackmd.io/@OmniXRI-Jack/tinyML_papers)

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## vMaker Edge AI 專欄

[【vMaker Edge AI專欄 #15】 從MWC 2024看AI手機未來發展](https://omnixri.blogspot.com/2024/03/vmaker-edge-ai-15-mwc-2024ai.html)

[【vMaker Edge AI專欄 #14】 從CES 2024 看Edge AI及TinyML最新發展趨勢](https://omnixri.blogspot.com/2024/02/vmaker-edge-ai-14-ces-2024-edge-aitinyml.html)

[【vMaker Edge AI專欄 #13】 誰說單晶片沒有神經網路加速器NPU就不能玩微型AI應用？](https://omnixri.blogspot.com/2024/01/vmaker-edge-ai-13-npuai.html)

[【vMaker Edge AI專欄 #12】 AI Maker世代即將展開-大家跟上了嗎？](https://omnixri.blogspot.com/2023/12/vmaker-edge-ai-12-ai-maker.html)

[【vMaker Edge AI專欄 #11】Edge AI如何協助淨零碳排](https://omnixri.blogspot.com/2023/11/vmaker-edge-ai-11edge-ai.html)

[【vMaker Edge AI專欄 #10】 訓練AI模型資料不足怎麼辦？聊聊資料集擴增手法 ](https://omnixri.blogspot.com/2023/10/vmaker-edge-ai-10-ai.html)

[【vMaker Edge AI專欄 #09】 從臺灣智慧農業週2023 看邊緣智慧最新趨勢 ](https://omnixri.blogspot.com/2023/09/vmaker-edge-ai-09-2023.html)

[【vMaker Edge AI專欄 #08】 親愛的我把AI模型縮小了- 模型減量與壓縮技術簡介](https://omnixri.blogspot.com/2023/08/vmaker-edge-ai-08-ai.html)

[【vMaker Edge AI專欄 #07】TinyML (MCU AI) 運行效能誰說了算？](https://omnixri.blogspot.com/2023/07/vmaker-edge-ai-07tinyml-mcu-ai.html)

[【vMaker Edge AI專欄 #06】 Intel OpenVINO 2023.0初體驗─如何快速在Google Colab運行人臉偵測](https://omnixri.blogspot.com/2023/06/vmaker-edge-ai-06-intel-openvino.html)

[【vMaker Edge AI專欄 #05】Google MediaPipe快速上手 ─ 浮空手勢也能用來當作簡報播放器](https://omnixri.blogspot.com/2023/05/vmaker-edge-ai-05google-mediapipe.html)

[【vMaker Edge AI專欄 #04】 從Embedded World 2023看Edge AI及TinyML最新發展趨勢](https://omnixri.blogspot.com/2023/04/vmaker-edge-ai-04-embedded-world.html)

[【vMaker Edge AI專欄 #03 】 AI晶片發展歷史及最新趨勢](https://omnixri.blogspot.com/2023/03/vmaker-edge-ai-03-ai.html)

[【vMaker EDGE AI專欄 #02】 要玩AI前，先來認識數字系統 ](https://omnixri.blogspot.com/2023/02/vmaker-edge-ai-02-ai.html)

[【vMaker Edge AI專欄 #01】 從CES 2023 看Edge AI及TinyML最新發展趨勢](https://omnixri.blogspot.com/2023/01/vmaker-edge-ai-01-ces-2023-edge-aitinyml.html)

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## OpenVINO系列

### 2024
[如何運行Intel OpenVINO Open Model Zoo（OMZ）範例於Google Colab上](https://omnixri.blogspot.com/2024/02/intel-openvino-open-model-zooomzgoogle.html)

### 2023

[【課程簡報】20231209_DevFest Taichung_如何結合Google Colab及Intel OpenVINO來玩轉AIGC](https://omnixri.blogspot.com/2023/12/20231209devfest-taichunggoogle.html)

[【課程簡報】20231117_慈濟醫資_利用邊緣運算工具OpenVINO快速搭建智慧醫療應用](https://omnixri.blogspot.com/2023/11/20231117openvino13.html)

[【開箱評測】研華邊緣智能神器加上Intel OpenVINO讓你不上網也能和Dolly聊聊天](https://omnixri.blogspot.com/2023/07/intel-openvinodolly.html)

[【vMaker Edge AI專欄 #06】 Intel OpenVINO 2023.0初體驗─如何快速在Google Colab運行人臉偵測](https://omnixri.blogspot.com/2023/06/vmaker-edge-ai-06-intel-openvino.html)

[Intel OpenVINO 2022.x運行於Google Colab之範例分享](https://omnixri.blogspot.com/2023/05/intel-openvino-2022xgoogle-colab.html)

[【開箱評測】當ASRock NUC BOX-1260P遇上Intel OpenVINO - 巴掌大的迷你主機也能跑出高效AI推論表現](https://omnixri.blogspot.com/2023/05/asrock-nuc-box-1260pintel-openvino-ai.html)

[如何在Colab上透過Pypi安裝OpenVINO開發者版本](https://omnixri.blogspot.com/2023/05/colabpypiopenvino.html)

[如何在Intel DevCloud中執行OpenVINO Notebooks範例](https://omnixri.blogspot.com/2023/03/intel-devcloudopenvino-notebooks.html)

### 2022

[免費開源串流媒體分析工具Intel OpenVINO DL Streamer讓你也能成為智能影音分析大師](https://omnixri.blogspot.com/2022/10/intel-openvino-dl-streamer.html)

[如何在Windows安裝Linux(WSL2+Ubuntu)及Docker來執行OpenVINO和DL Streamer](https://omnixri.blogspot.com/2022/09/windowslinuxwsl2ubuntudockeropenvinodl.html)
[有了OpenVINO 2022 PrePostProcessor APIs影像推論就更有效率了](http://omnixri.blogspot.com/2022/08/openvino-2022-prepostprocessor-apis.html)

[使用PyPi (pip install) 安裝Intel OpenVINO 2022.1填坑心得](https://omnixri.blogspot.com/2022/08/pypi-pip-install-intel-openvino-20221.html)

[OpenVINO 2022大改版讓Edge AI玩出新花樣](https://omnixri.blogspot.com/2022/08/openvino-2022edge-ai.html)

### 2021

[【Intel OpenVINO™教學】佈署AI從此不再為性價比頭疼─Intel DevCloud讓你試了再買](https://omnixri.blogspot.com/2021/07/intel-openvinoaiintel-devcloud.html)

[【Intel OpenVINO™教學】小孩才作選擇，AI推論速度及準確度我全都要─OpenVINO Post-Training Optimization Tool簡介](http://omnixri.blogspot.com/2021/04/intel-openvinoaiopenvino-post-training.html)

[【Intel OpenVINO™教學】不用寫程式也能輕鬆上手AI模型分析、優化、佈署─DL Workbench圖形化介面工具簡介](https://omnixri.blogspot.com/2021/03/intel-openvinoaidl-workbench.html)

[【Intel OpenVINO™教學】GStreamer串流影片智能分析不再慢吞吞─看Intel OpenVINO DL Stream如何加速影片推論](http://omnixri.blogspot.com/2021/02/intel-openvinogstreamerintel-openvino.html)

[【Intel OpenVINO™教學】如何利用Docker快速建置OpenVINO開發環境](http://omnixri.blogspot.com/2021/01/intel-openvinodockeropenvino.html)

### 2020

[如何在Google Colab上安裝執行Intel OpenVINO的範例](https://omnixri.blogspot.com/2020/09/google-colabintel-openvino.html)

### 2019

[【OpenVINO™+RealSense™教學】土炮智能機器手臂之視覺系統](https://omnixri.blogspot.com/2019/12/openvinorealsense.html)

[OpenVINO與OpenCV搭配─幹電腦視覺的活一點都不累](http://omnixri.blogspot.com/2019/11/openvinoopencv.html)

[【課程簡報分享】20191026_2019 Intel OpenVINO™ x Edge AI創意應用自造松_OpenVINO預訓模型使用及應用實例開發](http://omnixri.blogspot.com/2019/10/201910262019-intel-openvino-x-edge.html)

[【課程簡報分享】20191019_2019 Intel OpenVINO™ x Edge AI創意應用自造松_OpenVINO平台運用要領](https://omnixri.blogspot.com/2019/10/201910192019-intel-openvino-x-edge.html)

[【OpenVINO™教學】土炮體感控制系統](http://omnixri.blogspot.com/2019/09/openvino_20.html)

[Computex 2019 INTEL在邊緣計算推廣火力全開](https://omnixri.blogspot.com/2019/05/computex-2019-intel.html)

[【OpenVINO™教學】土炮影像實例分割型智慧監控系統](http://omnixri.blogspot.com/2019/09/openvino.html)

### 2018

[【AI_Column】運用Intel OpenVINO土炮自駕車視覺系統](https://omnixri.blogspot.com/2018/10/aicolumnintel-openvino.html)

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## 開箱評測系列

[【開箱評測】研華邊緣智能神器加上Intel OpenVINO讓你不上網也能和Dolly聊聊天](https://omnixri.blogspot.com/2023/07/intel-openvinodolly.html)

[【開箱評測】當ASRock NUC BOX-1260P遇上Intel OpenVINO - 巴掌大的迷你主機也能跑出高效AI推論表現](https://omnixri.blogspot.com/2023/05/asrock-nuc-box-1260pintel-openvino-ai.html)

[中光電智能感測CoreMaker-01開箱測試_如何配合SensiML建立自定義tinyML語音控制命令辨識](https://omnixri.blogspot.com/2022/07/coremaker-0101-sensimltinyml.html)

[【開箱測試】研華科技AI人臉辨識運算智能系統](https://omnixri.blogspot.com/2020/12/ai.html)

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## 人工智慧入門系列

[【課程簡報分享】AI萬能？導入AI的八大迷思剖析](https://omnixri.blogspot.com/2019/08/aiai.html)

[從AIGO業界出題看如何成功導入AI](http://omnixri.blogspot.com/2019/07/aigoai.html)

[從AIGO業界出題內容看台灣AI如何落地](https://omnixri.blogspot.com/2019/04/aigoai.html)

[深度學習，從「框架」開始學起](http://omnixri.blogspot.com/2018/06/blog-post.html)

[人工智慧AI晶片與Maker創意接軌](http://omnixri.blogspot.com/2018/05/aimaker.html)

[【新竹創客講座】當AI遇到Maker，會迸出什麼火花？](http://omnixri.blogspot.com/2018/06/aimaker.html)

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## AI HUB 專欄系列

[【AI HUB專欄】介於有和沒有之間的深度度量學習應用於異常偵測](http://omnixri.blogspot.com/2020/12/ai-hub.html)

[【AI HUB專欄】利用深度學習技術讓裂縫無所遁形](https://omnixri.blogspot.com/2020/11/ai-hub_23.html)

[【AI HUB專欄】看電腦視覺如何助力智能裂縫偵測技術發展](https://omnixri.blogspot.com/2020/11/ai-hub.html)

[【AI HUB專欄】如何建立精準標註的電腦視覺資料集](https://omnixri.blogspot.com/2020/10/ai-hub_16.html)

[【AI HUB專欄】誰說鼻子長的就是大象？從類別活化映射與積分梯度來看特徵提取與顯著性差異](https://omnixri.blogspot.com/2020/10/ai-hub.html)

[【AI HUB專欄】如何利用可視化工具揭開神經網路背後的祕密(下)](https://omnixri.blogspot.com/2020/09/ai-hub_20.html)

[【AI HUB專欄】如何利用可視化工具揭開神經網路背後的祕密(上)](https://omnixri.blogspot.com/2020/09/ai-hub.html)

[【AI HUB專欄】如何應用高維資料可視化一眼看穿你的資料集](https://omnixri.blogspot.com/2020/08/ai-hub_22.html)

[【AI HUB專欄】人工智慧下一個兵家必爭之地【AI市集】](https://omnixri.blogspot.com/2020/07/ai-hubai_20.html)

[【AI HUB專欄】生成對抗網路不只能變臉也能成為異常偵測好幫手](https://omnixri.blogspot.com/2020/08/ai-hub.html)

[【AI HUB專欄】導入AI表面瑕疵異常偵測提升智慧製造品質](https://omnixri.blogspot.com/2020/07/ai-hubai.html)

[【AI HUB專欄】如何利用時序型資料異常偵測提昇智慧製造成效](https://omnixri.blogspot.com/2020/06/ai-hub.html)

[【AI HUB專欄】導入AI異常偵測技術讓傳產也能邁向智慧製造](https://omnixri.blogspot.com/2020/06/ai-hubai.html)

[【AI Hub專欄】後疫情時代人工智慧如何助攻疫情控制](https://omnixri.blogspot.com/2020/05/ai-hub_21.html)

[【AI HUB專欄】如何應用人工智慧技術精準預測疫情發展](https://omnixri.blogspot.com/2020/05/ai-hub.html)

[【AI HUB專欄】新冠肺炎升溫如何應用人工智慧技術超前部署](https://omnixri.blogspot.com/2020/04/ai-hub.html)

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## AI實作系列
[Intel OpenVINO 2022.x運行於Google Colab之範例分享 ](https://omnixri.blogspot.com/2023/05/intel-openvino-2022xgoogle-colab.html)

[如何以Google Colab及Yolov4-tiny來訓練自定義資料集─以狗臉、貓臉、人臉偵測為例](https://omnixri.blogspot.com/2021/05/google-colabyolov4-tiny.html)

[【AI_Column】如何以YOLOv3訓練自己的資料集─以小蕃茄為例](https://omnixri.blogspot.com/2019/11/aicolumnyolov3.html)

[【Maker玩AI】使用Google Colaboratory免費資源學AI，正是時候！](http://omnixri.blogspot.com/2018/06/makeraigoogle-colaboratoryai.html)

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## 系統開源系列

[OpenQSignage開源迷你電子看板(Arduino LCD動畫胸牌)](http://omnixri.blogspot.com/2018/01/openqsignagearduino-lcd.html)

[OpenQCam樹莓派開源迷你相機之ePTZ之應用實例](http://omnixri.blogspot.com/2017/12/openqcameptz.html)

[OpenQCam樹莓派開源迷你相機](http://omnixri.blogspot.com/2017/12/openqcam.html)

[OpenQPano開源360度顯示器](https://omnixri.blogspot.com/2018/11/openqpano360.html)

[【課程簡報分享】Coscup2019_OpenQPano開源360度顯示器](https://omnixri.blogspot.com/2019/08/coscup2019openqpano360.html)

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## 系統安裝系列

[【3D感測器】Intel RealSense™ SDK無痛安裝指引](https://omnixri.blogspot.com/2019/10/3dintel-realsense-sdk.html)

[如何讓Nvidia Jetson Nano能順利執行OpenCV4.1.0中CUDA相關函式](https://omnixri.blogspot.com/2019/05/nvidia-jetson-nanoopencv410cuda.html)

[樹莓派(Pi 3+)安裝OpenCV 4 / QT5填坑心得](https://omnixri.blogspot.com/2019/03/pi-3opencv-4-qt5.html)

[如何移植Movidius神經計算棒到Pi Zero W](https://omnixri.blogspot.com/2018/10/movidiuspi-zero-w.html)

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## 實境互動（XR）系列

[【課程簡報分享】20191017_磕科讀書會#6_XR新視界實境互動應用與發展趨勢](https://omnixri.blogspot.com/2019/10/201910176xr.html)

[【課程簡報分享】Intel RealSense Dev Meetup#1_3D感測可行技術與開發工具剖析](https://omnixri.blogspot.com/2019/09/intel-realsense-dev-meetup13d.html)

[Computex 2019 3D感測即將成為下一世代實境互動新利器](https://omnixri.blogspot.com/2019/06/computex-2019-3d.html)

[Magic Leap One 深度剖析](http://omnixri.blogspot.com/2018/08/magic-leap-one.html)

[超黑科技_光場攝影及顯示技術發展趨勢](http://omnixri.blogspot.com/2018/03/blog-post.html)

[實境互動新技術簡報分享](http://omnixri.blogspot.com/2017/11/blog-post_69.html)

* [【回到頁首】](#%E6%AD%90%E5%B0%BC%E5%85%8B%E6%96%AF%E5%AF%A6%E5%A2%83%E4%BA%92%E5%8B%95%E5%B7%A5%E4%BD%9C%E5%AE%A4%E3%80%90%E7%B3%BB%E5%88%97%E7%99%BC%E6%96%87%E3%80%91)

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## 採收（採果）機器人系列

[FBTUG FramHarvestBot專案設計解析_活動簡報](https://omnixri.blogspot.com/2018/10/fbtug-framharvestbot.html)

[採收機器人_視覺篇](https://omnixri.blogspot.com/2018/08/blog-post_28.html)

[採收機器人_夾爪篇](https://omnixri.blogspot.com/2018/09/blog-post_28.html)

[採收機器人_機器手臂篇](https://omnixri.blogspot.com/2018/10/blog-post.html)

* [【回到頁首】](#%E6%AD%90%E5%B0%BC%E5%85%8B%E6%96%AF%E5%AF%A6%E5%A2%83%E4%BA%92%E5%8B%95%E5%B7%A5%E4%BD%9C%E5%AE%A4%E3%80%90%E7%B3%BB%E5%88%97%E7%99%BC%E6%96%87%E3%80%91)

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歡迎按讚、分享，更多精彩文章請參考[【歐尼克斯實境互動工作室】](https://omnixri.blogspot.com)。

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