# 【課程簡報】20260331_虎尾科大電資_如何打造台版 Edge Impulse TinyML 開發平台 Part 2 很高興今天(2026/3/31)受虎尾科大電機資訊學院許永和院長邀約來和同學們分享「如何打造台版 Edge Impulse TinyML 開發平台」這個主題。這個題目去年曾在開源人大會(Coscup 2025)及 MakerPRO MAI 2025 活動中分享過，此次再加入近半年來的觀察和心得，期待同學們能更認識台灣在微型AI的進展及未來。 本次主題包括： * Edge AI 誰說了算？ * Edge AI 開發流程 * Edge AI 常見開發板 * Edge AI 常見開發工具 * Edge Impulse 簡介 * 如何打造台版 Edge Impulse ## 完整簡報 ![20260331_NFU_EdgeImpulse_001](https://hackmd.io/_uploads/BksH4LXsbe.jpg) ![20260331_NFU_EdgeImpulse_002](https://hackmd.io/_uploads/HJ11EImo-e.jpg) ![20260331_NFU_EdgeImpulse_003](https://hackmd.io/_uploads/BJy1VUQoZe.jpg) ![20260331_NFU_EdgeImpulse_004](https://hackmd.io/_uploads/r10078Xibe.jpg) ![20260331_NFU_EdgeImpulse_005](https://hackmd.io/_uploads/SkxCCXLQsbl.jpg) ![20260331_NFU_EdgeImpulse_006](https://hackmd.io/_uploads/S1kJNUmjbg.jpg) ![20260331_NFU_EdgeImpulse_007](https://hackmd.io/_uploads/ByyJE8XoZl.jpg) ![20260331_NFU_EdgeImpulse_008](https://hackmd.io/_uploads/B1Wy1E87iWg.jpg) ![20260331_NFU_EdgeImpulse_009](https://hackmd.io/_uploads/BJJk4IXs-g.jpg) ![20260331_NFU_EdgeImpulse_010](https://hackmd.io/_uploads/ByWyyV8Qobe.jpg) ![20260331_NFU_EdgeImpulse_011](https://hackmd.io/_uploads/SyAAXLQi-l.jpg) ![20260331_NFU_EdgeImpulse_012](https://hackmd.io/_uploads/B1l1JE8QoWe.jpg) ![20260331_NFU_EdgeImpulse_013](https://hackmd.io/_uploads/B1JyVUXibe.jpg) ![20260331_NFU_EdgeImpulse_014](https://hackmd.io/_uploads/S10CQI7jWl.jpg) ![20260331_NFU_EdgeImpulse_015](https://hackmd.io/_uploads/BJeJ1VIQiWl.jpg) ![20260331_NFU_EdgeImpulse_016](https://hackmd.io/_uploads/Bye1J48mobg.jpg) ![20260331_NFU_EdgeImpulse_017](https://hackmd.io/_uploads/Skx114UXoWe.jpg) ![20260331_NFU_EdgeImpulse_018](https://hackmd.io/_uploads/Byy1VLXjWl.jpg) ![20260331_NFU_EdgeImpulse_019](https://hackmd.io/_uploads/HkyJNUmsbl.jpg) ![20260331_NFU_EdgeImpulse_020](https://hackmd.io/_uploads/HJ1JVU7oZg.jpg) ![20260331_NFU_EdgeImpulse_021](https://hackmd.io/_uploads/SyeJ14IQoWx.jpg) ![20260331_NFU_EdgeImpulse_022](https://hackmd.io/_uploads/BJeyJNU7sZg.jpg) ![20260331_NFU_EdgeImpulse_023](https://hackmd.io/_uploads/BJCR7LXi-g.jpg) ![20260331_NFU_EdgeImpulse_024](https://hackmd.io/_uploads/HkGk1EIms-e.jpg) ![20260331_NFU_EdgeImpulse_025](https://hackmd.io/_uploads/S1lJk4L7jZe.jpg) ![20260331_NFU_EdgeImpulse_026](https://hackmd.io/_uploads/SkgJyN8Xjbl.jpg) ![20260331_NFU_EdgeImpulse_027](https://hackmd.io/_uploads/rJC0QU7j-l.jpg) ![20260331_NFU_EdgeImpulse_028](https://hackmd.io/_uploads/r1-JkNL7oWl.jpg) ![20260331_NFU_EdgeImpulse_029](https://hackmd.io/_uploads/rkG1y48mj-e.jpg) ![20260331_NFU_EdgeImpulse_030](https://hackmd.io/_uploads/SyZ1JNU7s-x.jpg) ![20260331_NFU_EdgeImpulse_031](https://hackmd.io/_uploads/HkJJN8Xi-e.jpg) ![20260331_NFU_EdgeImpulse_032](https://hackmd.io/_uploads/H1-1k4UXi-l.jpg) ![20260331_NFU_EdgeImpulse_033](https://hackmd.io/_uploads/Skx1yE8ms-l.jpg) ![20260331_NFU_EdgeImpulse_034](https://hackmd.io/_uploads/HkR07U7jZx.jpg) ![20260331_NFU_EdgeImpulse_035](https://hackmd.io/_uploads/r1lyyV87ibe.jpg) ![20260331_NFU_EdgeImpulse_036](https://hackmd.io/_uploads/S1lyJ4U7o-e.jpg) ![20260331_NFU_EdgeImpulse_037](https://hackmd.io/_uploads/rkeyyNImibl.jpg) ![20260331_NFU_EdgeImpulse_038](https://hackmd.io/_uploads/HkWykELmsZe.jpg) ![20260331_NFU_EdgeImpulse_039](https://hackmd.io/_uploads/BJ-kJVIQsZg.jpg) ![20260331_NFU_EdgeImpulse_040](https://hackmd.io/_uploads/HkykN8QsWl.jpg) ![20260331_NFU_EdgeImpulse_041](https://hackmd.io/_uploads/SyJk4UmiZe.jpg) ![20260331_NFU_EdgeImpulse_042](https://hackmd.io/_uploads/rJW1kVIXibl.jpg) ![20260331_NFU_EdgeImpulse_043](https://hackmd.io/_uploads/rJyyV8XiWl.jpg) ![20260331_NFU_EdgeImpulse_044](https://hackmd.io/_uploads/Sk-kyEL7oZl.jpg) ![20260331_NFU_EdgeImpulse_045](https://hackmd.io/_uploads/BJk1ELXjbl.jpg) ![20260331_NFU_EdgeImpulse_046](https://hackmd.io/_uploads/r1g1JEUmobl.jpg) ![20260331_NFU_EdgeImpulse_047](https://hackmd.io/_uploads/rJz1yELXjZg.jpg) ![20260331_NFU_EdgeImpulse_048](https://hackmd.io/_uploads/H1AAX87oWg.jpg) ![20260331_NFU_EdgeImpulse_049](https://hackmd.io/_uploads/ByyJN87sWx.jpg) ![20260331_NFU_EdgeImpulse_050](https://hackmd.io/_uploads/B1eJJ48QiWg.jpg) ![20260331_NFU_EdgeImpulse_051](https://hackmd.io/_uploads/HykkV8Qibe.jpg) ## 參考文獻 * 許哲豪, OmniXRI TinyML 小學堂 (2025) (含簡報檔、直播錄影） https://omnixri.blogspot.com/2025/06/omnixri-tinyml-2025.html * 許哲豪, 【課程簡報】20250730_MakerPRO創客交流會─Edge AI 開發平台比一比 https://omnixri.blogspot.com/2025/07/20250730makerproedge-ai.html * 許哲豪，20251119_MakerPRO_MAI_如何打造台版 Edge Impulse TinyML 開發平台 https://omnixri.blogspot.com/2025/11/20251119makerpromai-edge-impulse-tinyml.html * MakerPRO, 【2025 MAI Talks】打造台版 Edge Impulse TinyML 開發平台 (YOUTUBE) https://youtu.be/WSUnU3yagn4 * 許哲豪，邊緣人工智慧實務（EE5354701）─ Ch4. 開源模型推論工具 https://github.com/OmniXRI/NTUST_EdgeAI_2026/tree/main/Ch4_Inference * 許哲豪，TinyML MCU 等級開源推論引擎 https://omnixri.blogspot.com/2025/06/tinyml-mcu.html