{"id":386389,"date":"2025-11-26T19:12:00","date_gmt":"2025-11-26T11:12:00","guid":{"rendered":"https:\/\/pingtungtimes.com.tw\/?p=386389"},"modified":"2025-11-26T19:12:00","modified_gmt":"2025-11-26T11:12:00","slug":"%e9%9b%85%e7%89%b9%e5%8a%9b%e7%99%bc%e8%a1%a8-at32-edge-ai-sensor-ev-board%ef%bc%9a%e6%89%93%e9%80%a0%e5%a4%9a%e6%84%9f%e6%b8%ac-ai-%e5%b9%b3%e5%8f%b0%ef%bc%8c%e6%94%af%e6%8f%b4%e6%89%8b%e5%8b%a2","status":"publish","type":"post","link":"https:\/\/pingtungtimes.com.tw\/?p=386389","title":{"rendered":"\u96c5\u7279\u529b\u767c\u8868 AT32 Edge AI Sensor EV Board\uff1a\u6253\u9020\u591a\u611f\u6e2c AI \u5e73\u53f0\uff0c\u652f\u63f4\u624b\u52e2\u3001\u52d5\u4f5c\u8207\u7570\u5e38\u5075\u6e2c"},"content":{"rendered":"<div>\n<p><span class=\"legendSpanClass\">\u53f0\u5317<\/span><span class=\"legendSpanClass\">2025\u5e7411\u670826\u65e5<\/span> \/\u7f8e\u901a\u793e\/ &#8212; \u96a8\u8457\u4eba\u5de5\u667a\u6167\u5feb\u901f\u9081\u5411\u7d42\u7aef\u8a2d\u5099\uff0c\u908a\u7de3 AI\uff08Edge AI\uff09\u5df2\u6210\u70ba\u63a8\u52d5\u667a\u6167\u5316\u8207\u7269\u806f\u7db2\uff08IoT\uff09\u61c9\u7528\u7684\u91cd\u8981\u6280\u8853\u3002\u76f8\u8f03\u65bc\u4ef0\u8cf4\u96f2\u7aef\u7684\u904b\u7b97\u6a21\u5f0f\uff0cEdge AI \u80fd\u5728\u611f\u6e2c\u5668\u7aef\u6216\u672c\u5730 MCU \u4e0a\u76f4\u63a5\u5b8c\u6210\u5373\u6642\u63a8\u8ad6\uff0c\u6709\u6548\u964d\u4f4e\u5ef6\u9072\u3001\u63d0\u5347\u96b1\u79c1\u4e26\u6e1b\u5c11\u80fd\u8017\uff0c\u7279\u5225\u9069\u7528\u65bc\u624b\u52e2\u64cd\u63a7\u3001\u52d5\u4f5c\u8b58\u5225\u8207\u8a2d\u5099\u76e3\u6e2c\u7b49\u5c0d\u53cd\u61c9\u901f\u5ea6\u9ad8\u5ea6\u654f\u611f\u7684\u5834\u666f\u3002<\/p>\n<p><span>AT32 Edge AI Sensor EV Board<\/span><\/p>\n<\/p><\/div>\n<p><b>\u4e09\u5927 <\/b><b>Edge AI \u61c9\u7528\u4eae\u9ede<\/b><\/p>\n<p><b>\u4e00\u3001<\/b><b>TOF \u624b\u52e2\u8b58\u5225\uff08Gesture Recognition\uff09<\/b><\/p>\n<p>\u57fa\u65bc\u677f\u8f09\u00a0VL53L7CX TOF Sensor\uff0cAT32 Edge AI Sensor EV Board \u53ef\u5728 5-20 \u516c\u5206\u7bc4\u570d\u5167\u5075\u6e2c 4\u00d74 \u6df1\u5ea6\u9663\u5217\u8cc7\u6599\uff0c\u4e26\u5229\u7528\u8cea\u5fc3\u6b0a\u91cd\u6f14\u7b97\u6cd5\u8207 Edge Impulse \u795e\u7d93\u7db2\u8def\u6a21\u578b\uff0c\u5b8c\u6210\u300c\u4e0a\uff0f\u4e0b\uff0f\u5de6\uff0f\u53f3\u300d\u56db\u65b9\u5411\u624b\u52e2\u8b58\u5225\u3002OLED \u4ea6\u53ef\u540c\u6b65\u986f\u793a\u624b\u52e2\u8ecc\u8de1\uff0c\u9069\u7528\u65bc\u667a\u6167\u5bb6\u96fb\u3001\u4eba\u6a5f\u4ecb\u9762\u8207\u8eca\u8f09\u63a7\u5236\u7b49\u9700\u4f4e\u5ef6\u9072\u3001\u514d\u63a5\u89f8\u64cd\u4f5c\u7684\u61c9\u7528\u5834\u666f<\/p>\n<p><b>\u4e8c\u3001<\/b><b>IMU \u7570\u5e38\u5075\u6e2c\uff08IMU Vibration Anomaly Detection\uff09<\/b><\/p>\n<p>\u4f7f\u7528\u677f\u8f09\u00a0LSM6DS3TR \u52a0\u901f\u5ea6\u8207\u9640\u87ba\u5100\u8cc7\u6599\uff0c\u900f\u904e K-means \u81ea\u5b78\u7fd2\u6a21\u578b\u81ea\u52d5\u5efa\u7acb\u300c\u6b63\u5e38\u904b\u8f49\u7279\u5fb5\u300d\uff0c\u53ef\u5373\u6642\u5075\u6e2c\u98a8\u6247\u3001\u99ac\u9054\u8207\u8a2d\u5099\u632f\u52d5\u7570\u5e38\uff0c\u9069\u7528\u65bc\u5de5\u696d\u8a2d\u5099\u5065\u5eb7\u76e3\u6e2c\u3001\u667a\u6167\u7dad\u8b77\u8207\u74b0\u5883\u611f\u6e2c\u3002<\/p>\n<p><b>\u7279\u8272\uff1a<\/b><\/p>\n<ul type=\"disc\">\n<li>8-D \u7279\u5fb5\u64f7\u53d6\uff08\u5747\u503c\u3001\u65b9\u5dee\u3001RMS\u3001\u5cf0\u5ea6\u7b49\uff09<\/li>\n<li>MCU \u672c\u5730\u63a8\u8ad6\uff0c\u7121\u9700\u501a\u8cf4\u96f2\u7aef<\/li>\n<li>\u81ea\u5b78\u7fd2\u6a21\u578b\uff0c\u81ea\u52d5\u7522\u751f\u7570\u5e38\u95be\u503c<\/li>\n<\/ul>\n<p><b>\u4e09\u3001<\/b><b>IMU \u52d5\u4f5c\u8b58\u5225\uff08Motion Classification\uff0cEdge Impulse Pipeline\uff09<\/b><\/p>\n<p>AT32 Edge AI Sensor EV Board \u652f\u63f4\u4f7f\u7528 Edge Impulse \u8a13\u7df4\u4e26\u90e8\u7f72 IMU \u52d5\u4f5c\u5206\u985e\u6a21\u578b\uff0c\u53ef\u8b58\u5225\u4e0a\u4e0b\u3001\u5de6\u53f3\u3001\u5713\u5708\uff08circle\uff09\u3001\u975c\u6b62\uff08idle\uff09\u7b49\u52d5\u4f5c\u985e\u578b\uff0c\u9069\u7528\u65bc\u7a7f\u6234\u5f0f\u88dd\u7f6e\u3001\u9ad4\u611f\u4e92\u52d5\u8207\u667a\u80fd\u63a7\u5236\u3002\u6a21\u578b\u53ef\u76f4\u63a5\u5c0e\u5165 AT32F403A \u8207 LSM6DS3TR \u611f\u6e2c\u5668\uff0c\u4e26\u900f\u904e CMSIS-DSP\/ NN \u9032\u884c\u512a\u5316\uff0c\u52a0\u901f MCU \u7aef\u63a8\u8ad6\u6548\u80fd\u3002<\/p>\n<p><b>\u5b8c\u6574<\/b><b>\u00a0Edge AI \u958b\u767c\u6d41\u7a0b\u652f\u63f4<\/b><\/p>\n<p>AT32 Edge AI Sensor EV Board\u5167\u5efa\u5b8c\u6574 Edge Impulse \u958b\u767c\u93c8\u8def\uff0c\u5305\u62ec\uff1a<\/p>\n<ul type=\"disc\">\n<li>\u611f\u6e2c\u5668\u8cc7\u6599\u6536\u96c6\uff08TOF \/ IMU\uff09<\/li>\n<li>\u7279\u8272\u64f7\u53d6\uff08Spectral Analysis \/ Feature Engineering\uff09<\/li>\n<li>\u5206\u985e\u8207\u7570\u5e38\u5075\u6e2c\u6a21\u578b\u8a13\u7df4\uff08Neural Networks\u3001K-means\uff09<\/li>\n<li>MCU \u7aef\u90e8\u7f72\uff08EON Compiler \/ TensorFlow Lite for Microcontrollers\uff09<\/li>\n<li>OLED \u8207\u4e32\u53e3\u5373\u6642\u986f\u793a\u63a8\u8ad6\u7d50\u679c<\/li>\n<\/ul>\n<p><b>\u66f4\u9ad8\u6548\u7684<\/b><b>\u00a0AI \u958b\u767c\u8207\u91cf\u7522\u6d41\u7a0b<\/b><\/p>\n<p>\u900f\u904e\u00a0AT32 Edge AI Sensor EV Board\uff0c\u958b\u767c\u8005\u80fd\u4ee5\u6700\u5c11\u7684\u6210\u672c\u5feb\u901f\u9a57\u8b49\u591a\u611f\u6e2c\u5668 AI \u6a21\u578b\uff0c\u4e26\u76f4\u63a5\u90e8\u7f72\u65bc\u7d42\u7aef\u8a2d\u5099\uff0c\u52a0\u901f\u7522\u54c1\u5f9e\u539f\u578b\u5230\u91cf\u7522\u7684\u6574\u9ad4\u958b\u767c\u6d41\u7a0b\u3002\u96c5\u7279\u529b\u4ea6\u5c07\u6301\u7e8c\u63d0\u4f9b\u66f4\u591a AI \u6a21\u578b\u3001\u6f14\u7b97\u6cd5\u8207\u5de5\u5177\u8cc7\u6e90\uff0c\u5354\u52a9\u7522\u696d\u52a0\u901f\u908a\u7de3\u667a\u6167\u61c9\u7528\u7684\u666e\u53ca\uff0c\u958b\u5275\u66f4\u591a AIoT \u5275\u65b0\u53ef\u80fd\u3002<\/p>\n<p><b>\u5c55\u671b\u672a\u4f86<\/b><\/p>\n<p><a href=\"https:\/\/www.arterychip.com\/\" target=\"_blank\" rel=\"nofollow\" style=\"color: #0000FF\">\u96c5\u7279\u529b\u79d1\u6280<\/a>\u5c07\u6301\u7e8c\u6df1\u5316\u00a0Edge AI \u6280\u8853\u7814\u767c\uff0c\u4e26\u4ee5\u524d\u77bb\u898f\u5283\u5f37\u5316\u9ad8\u6027\u80fd MCU \u8207\u4eba\u5de5\u667a\u6167\u6f14\u7b97\u6cd5\u7684\u6574\u5408\u80fd\u529b\uff0c\u5354\u52a9\u5168\u7403\u5ba2\u6236\u6253\u9020\u667a\u6167\u3001\u4f4e\u529f\u8017\u4e14\u5177\u7af6\u722d\u529b\u7684\u7522\u54c1\u3002\u96a8\u8457\u66f4\u591a\u611f\u6e2c\u3001\u8a9e\u97f3\u8207\u5f71\u50cf\u5834\u666f\u9010\u6b65\u958b\u653e\uff0c\u96c5\u7279\u529b\u4e5f\u5c07\u651c\u624b\u5408\u4f5c\u5925\u4f34\u63a8\u52d5 Edge AI \u666e\u53ca\u5316\uff0c\u52a0\u901f\u7522\u696d\u667a\u6167\u5316\u5347\u7d1a\uff0c\u5be6\u73fe\u66f4\u9ad8\u6548\u3001\u66f4\u6c38\u7e8c\u7684\u79d1\u6280\u672a\u4f86\u3002<\/p>\n<p><b>\u76f8\u95dc\u6280\u8853\u6587\u4ef6<\/b><b> (Application Note):<\/b><\/p>\n<p><a href=\"https:\/\/www.arterychip.com\/download\/APNOTE\/AN0286_AT32_EdgeAI_Sensor_EV_Board_Application_Note_V2.0.0_EN.pdf\" target=\"_blank\" rel=\"nofollow\" style=\"color: #0000FF\">AN0286<\/a> : Edge AI Sensor EV Board \u4ecb\u7d39<br \/><a href=\"https:\/\/www.arterychip.com\/download\/APNOTE\/AN0287_Anomaly_Detection_By_K_means_V2.0.0_EN.pdf\" target=\"_blank\" rel=\"nofollow\" style=\"color: #0000FF\">AN0287<\/a> : IMU K-means \u7570\u5e38\u5075\u6e2c<\/p>\n<div class=\"PRN_ImbeddedAssetReference\" id=\"DivAssetPlaceHolder0\">  <\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u53f0\u53172025\u5e7411\u670826\u65e5 \/&#8230;<\/p>\n","protected":false},"author":16,"featured_media":386390,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[40567],"tags":[],"class_list":["post-386389","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-40567"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u96c5\u7279\u529b\u767c\u8868 AT32 Edge AI Sensor EV Board\uff1a\u6253\u9020\u591a\u611f\u6e2c AI \u5e73\u53f0\uff0c\u652f\u63f4\u624b\u52e2\u3001\u52d5\u4f5c\u8207\u7570\u5e38\u5075\u6e2c - \u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831<\/title>\n<meta name=\"description\" content=\"\u53f0\u53172025\u5e7411\u670826\u65e5 \/\u7f8e\u901a\u793e\/ -- \u96a8\u8457\u4eba\u5de5\u667a\u6167\u5feb\u901f\u9081\u5411\u7d42\u7aef\u8a2d\u5099\uff0c\u908a\u7de3 AI\uff08Edge AI\uff09\u5df2\u6210\u70ba\u63a8\u52d5\u667a\u6167\u5316\u8207\u7269\u806f\u7db2\uff08IoT\uff09\u61c9\u7528\u7684\u91cd\u8981\u6280\u8853\u3002\u76f8\u8f03\u65bc\u4ef0\u8cf4\u96f2\u7aef\u7684\u904b\u7b97\u6a21\u5f0f\uff0cEdge AI \u80fd\u5728\u611f\u6e2c\u5668\u7aef\u6216\u672c\u5730 MCU \u4e0a\u76f4\u63a5\u5b8c\u6210\u5373\u6642\u63a8\u8ad6\uff0c\u6709\u6548\u964d\u4f4e\u5ef6\u9072\u3001\u63d0\u5347\u96b1\u79c1\u4e26\u6e1b\u5c11\u80fd\u8017\uff0c\u7279\u5225\u9069\u7528\u65bc\u624b\u52e2\u64cd\u63a7\u3001\u52d5\u4f5c\u8b58\u5225\u8207\u8a2d\u5099\u76e3\u6e2c\u7b49\u5c0d\u53cd\u61c9\u901f\u5ea6\u9ad8\u5ea6\u654f\u611f\u7684\u5834\u666f\u3002 AT32 Edge AI Sensor EV Board  \u4e09\u5927 Edge AI \u61c9\u7528\u4eae\u9ede \u4e00\u3001TOF \u624b\u52e2\u8b58\u5225\uff08Gesture Recognition\uff09 \u57fa\u65bc\u677f\u8f09\u00a0VL53L7CX TOF Sensor\uff0cAT32 Edge AI Sensor EV Board \u53ef\u5728 5-20 \u516c\u5206\u7bc4\u570d\u5167\u5075\u6e2c 4\u00d74 \u6df1\u5ea6\u9663\u5217\u8cc7\u6599\uff0c\u4e26\u5229\u7528\u8cea\u5fc3\u6b0a\u91cd\u6f14\u7b97\u6cd5\u8207 Edge Impulse \u795e\u7d93\u7db2\u8def\u6a21\u578b\uff0c\u5b8c\u6210\u300c\u4e0a\uff0f\u4e0b\uff0f\u5de6\uff0f\u53f3\u300d\u56db\u65b9\u5411\u624b\u52e2\u8b58\u5225\u3002OLED \u4ea6\u53ef\u540c\u6b65\u986f\u793a\u624b\u52e2\u8ecc\u8de1\uff0c\u9069\u7528\u65bc\u667a\u6167\u5bb6\u96fb\u3001\u4eba\u6a5f\u4ecb\u9762\u8207\u8eca\u8f09\u63a7\u5236\u7b49\u9700\u4f4e\u5ef6\u9072\u3001\u514d\u63a5\u89f8\u64cd\u4f5c\u7684\u61c9\u7528\u5834\u666f \u4e8c\u3001IMU \u7570\u5e38\u5075\u6e2c\uff08IMU Vibration Anomaly Detection\uff09 \u4f7f\u7528\u677f\u8f09\u00a0LSM6DS3TR \u52a0\u901f\u5ea6\u8207\u9640\u87ba\u5100\u8cc7\u6599\uff0c\u900f\u904e K-means \u81ea\u5b78\u7fd2\u6a21\u578b\u81ea\u52d5\u5efa\u7acb\u300c\u6b63\u5e38\u904b\u8f49\u7279\u5fb5\u300d\uff0c\u53ef\u5373\u6642\u5075\u6e2c\u98a8\u6247\u3001\u99ac\u9054\u8207\u8a2d\u5099\u632f\u52d5\u7570\u5e38\uff0c\u9069\u7528\u65bc\u5de5\u696d\u8a2d\u5099\u5065\u5eb7\u76e3\u6e2c\u3001\u667a\u6167\u7dad\u8b77\u8207\u74b0\u5883\u611f\u6e2c\u3002 \u7279\u8272\uff1a   8-D \u7279\u5fb5\u64f7\u53d6\uff08\u5747\u503c\u3001\u65b9\u5dee\u3001RMS\u3001\u5cf0\u5ea6\u7b49\uff09  MCU \u672c\u5730\u63a8\u8ad6\uff0c\u7121\u9700\u501a\u8cf4\u96f2\u7aef  \u81ea\u5b78\u7fd2\u6a21\u578b\uff0c\u81ea\u52d5\u7522\u751f\u7570\u5e38\u95be\u503c  \u4e09\u3001IMU \u52d5\u4f5c\u8b58\u5225\uff08Motion Classification\uff0cEdge Impulse Pipeline\uff09 AT32 Edge AI Sensor EV Board \u652f\u63f4\u4f7f\u7528 Edge Impulse \u8a13\u7df4\u4e26\u90e8\u7f72 IMU \u52d5\u4f5c\u5206\u985e\u6a21\u578b\uff0c\u53ef\u8b58\u5225\u4e0a\u4e0b\u3001\u5de6\u53f3\u3001\u5713\u5708\uff08circle\uff09\u3001\u975c\u6b62\uff08idle\uff09\u7b49\u52d5\u4f5c\u985e\u578b\uff0c\u9069\u7528\u65bc\u7a7f\u6234\u5f0f\u88dd\u7f6e\u3001\u9ad4\u611f\u4e92\u52d5\u8207\u667a\u80fd\u63a7\u5236\u3002\u6a21\u578b\u53ef\u76f4\u63a5\u5c0e\u5165 AT32F403A \u8207 LSM6DS3TR \u611f\u6e2c\u5668\uff0c\u4e26\u900f\u904e CMSIS-DSP\/ NN \u9032\u884c\u512a\u5316\uff0c\u52a0\u901f MCU \u7aef\u63a8\u8ad6\u6548\u80fd\u3002 \u5b8c\u6574\u00a0Edge AI \u958b\u767c\u6d41\u7a0b\u652f\u63f4 AT32 Edge AI Sensor EV Board\u5167\u5efa\u5b8c\u6574 Edge Impulse \u958b\u767c\u93c8\u8def\uff0c\u5305\u62ec\uff1a   \u611f\u6e2c\u5668\u8cc7\u6599\u6536\u96c6\uff08TOF \/ IMU\uff09  \u7279\u8272\u64f7\u53d6\uff08Spectral Analysis \/ Feature Engineering\uff09  \u5206\u985e\u8207\u7570\u5e38\u5075\u6e2c\u6a21\u578b\u8a13\u7df4\uff08Neural Networks\u3001K-means\uff09  MCU \u7aef\u90e8\u7f72\uff08EON Compiler \/ TensorFlow Lite for Microcontrollers\uff09  OLED \u8207\u4e32\u53e3\u5373\u6642\u986f\u793a\u63a8\u8ad6\u7d50\u679c  \u66f4\u9ad8\u6548\u7684\u00a0AI \u958b\u767c\u8207\u91cf\u7522\u6d41\u7a0b \u900f\u904e\u00a0AT32 Edge AI Sensor EV Board\uff0c\u958b\u767c\u8005\u80fd\u4ee5\u6700\u5c11\u7684\u6210\u672c\u5feb\u901f\u9a57\u8b49\u591a\u611f\u6e2c\u5668 AI \u6a21\u578b\uff0c\u4e26\u76f4\u63a5\u90e8\u7f72\u65bc\u7d42\u7aef\u8a2d\u5099\uff0c\u52a0\u901f\u7522\u54c1\u5f9e\u539f\u578b\u5230\u91cf\u7522\u7684\u6574\u9ad4\u958b\u767c\u6d41\u7a0b\u3002\u96c5\u7279\u529b\u4ea6\u5c07\u6301\u7e8c\u63d0\u4f9b\u66f4\u591a AI \u6a21\u578b\u3001\u6f14\u7b97\u6cd5\u8207\u5de5\u5177\u8cc7\u6e90\uff0c\u5354\u52a9\u7522\u696d\u52a0\u901f\u908a\u7de3\u667a\u6167\u61c9\u7528\u7684\u666e\u53ca\uff0c\u958b\u5275\u66f4\u591a AIoT \u5275\u65b0\u53ef\u80fd\u3002 \u5c55\u671b\u672a\u4f86 \u96c5\u7279\u529b\u79d1\u6280\u5c07\u6301\u7e8c\u6df1\u5316\u00a0Edge AI \u6280\u8853\u7814\u767c\uff0c\u4e26\u4ee5\u524d\u77bb\u898f\u5283\u5f37\u5316\u9ad8\u6027\u80fd MCU \u8207\u4eba\u5de5\u667a\u6167\u6f14\u7b97\u6cd5\u7684\u6574\u5408\u80fd\u529b\uff0c\u5354\u52a9\u5168\u7403\u5ba2\u6236\u6253\u9020\u667a\u6167\u3001\u4f4e\u529f\u8017\u4e14\u5177\u7af6\u722d\u529b\u7684\u7522\u54c1\u3002\u96a8\u8457\u66f4\u591a\u611f\u6e2c\u3001\u8a9e\u97f3\u8207\u5f71\u50cf\u5834\u666f\u9010\u6b65\u958b\u653e\uff0c\u96c5\u7279\u529b\u4e5f\u5c07\u651c\u624b\u5408\u4f5c\u5925\u4f34\u63a8\u52d5 Edge AI \u666e\u53ca\u5316\uff0c\u52a0\u901f\u7522\u696d\u667a\u6167\u5316\u5347\u7d1a\uff0c\u5be6\u73fe\u66f4\u9ad8\u6548\u3001\u66f4\u6c38\u7e8c\u7684\u79d1\u6280\u672a\u4f86\u3002 \u76f8\u95dc\u6280\u8853\u6587\u4ef6 (Application Note): AN0286 : Edge AI Sensor EV Board \u4ecb\u7d39AN0287 : IMU K-means \u7570\u5e38\u5075\u6e2c\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pingtungtimes.com.tw\/?p=386389\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u96c5\u7279\u529b\u767c\u8868 AT32 Edge AI Sensor EV Board\uff1a\u6253\u9020\u591a\u611f\u6e2c AI \u5e73\u53f0\uff0c\u652f\u63f4\u624b\u52e2\u3001\u52d5\u4f5c\u8207\u7570\u5e38\u5075\u6e2c - \u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831\" \/>\n<meta property=\"og:description\" content=\"\u53f0\u53172025\u5e7411\u670826\u65e5 \/\u7f8e\u901a\u793e\/ -- \u96a8\u8457\u4eba\u5de5\u667a\u6167\u5feb\u901f\u9081\u5411\u7d42\u7aef\u8a2d\u5099\uff0c\u908a\u7de3 AI\uff08Edge AI\uff09\u5df2\u6210\u70ba\u63a8\u52d5\u667a\u6167\u5316\u8207\u7269\u806f\u7db2\uff08IoT\uff09\u61c9\u7528\u7684\u91cd\u8981\u6280\u8853\u3002\u76f8\u8f03\u65bc\u4ef0\u8cf4\u96f2\u7aef\u7684\u904b\u7b97\u6a21\u5f0f\uff0cEdge AI \u80fd\u5728\u611f\u6e2c\u5668\u7aef\u6216\u672c\u5730 MCU \u4e0a\u76f4\u63a5\u5b8c\u6210\u5373\u6642\u63a8\u8ad6\uff0c\u6709\u6548\u964d\u4f4e\u5ef6\u9072\u3001\u63d0\u5347\u96b1\u79c1\u4e26\u6e1b\u5c11\u80fd\u8017\uff0c\u7279\u5225\u9069\u7528\u65bc\u624b\u52e2\u64cd\u63a7\u3001\u52d5\u4f5c\u8b58\u5225\u8207\u8a2d\u5099\u76e3\u6e2c\u7b49\u5c0d\u53cd\u61c9\u901f\u5ea6\u9ad8\u5ea6\u654f\u611f\u7684\u5834\u666f\u3002 AT32 Edge AI Sensor EV Board  \u4e09\u5927 Edge AI \u61c9\u7528\u4eae\u9ede \u4e00\u3001TOF \u624b\u52e2\u8b58\u5225\uff08Gesture Recognition\uff09 \u57fa\u65bc\u677f\u8f09\u00a0VL53L7CX TOF Sensor\uff0cAT32 Edge AI Sensor EV Board \u53ef\u5728 5-20 \u516c\u5206\u7bc4\u570d\u5167\u5075\u6e2c 4\u00d74 \u6df1\u5ea6\u9663\u5217\u8cc7\u6599\uff0c\u4e26\u5229\u7528\u8cea\u5fc3\u6b0a\u91cd\u6f14\u7b97\u6cd5\u8207 Edge Impulse \u795e\u7d93\u7db2\u8def\u6a21\u578b\uff0c\u5b8c\u6210\u300c\u4e0a\uff0f\u4e0b\uff0f\u5de6\uff0f\u53f3\u300d\u56db\u65b9\u5411\u624b\u52e2\u8b58\u5225\u3002OLED \u4ea6\u53ef\u540c\u6b65\u986f\u793a\u624b\u52e2\u8ecc\u8de1\uff0c\u9069\u7528\u65bc\u667a\u6167\u5bb6\u96fb\u3001\u4eba\u6a5f\u4ecb\u9762\u8207\u8eca\u8f09\u63a7\u5236\u7b49\u9700\u4f4e\u5ef6\u9072\u3001\u514d\u63a5\u89f8\u64cd\u4f5c\u7684\u61c9\u7528\u5834\u666f \u4e8c\u3001IMU \u7570\u5e38\u5075\u6e2c\uff08IMU Vibration Anomaly Detection\uff09 \u4f7f\u7528\u677f\u8f09\u00a0LSM6DS3TR \u52a0\u901f\u5ea6\u8207\u9640\u87ba\u5100\u8cc7\u6599\uff0c\u900f\u904e K-means \u81ea\u5b78\u7fd2\u6a21\u578b\u81ea\u52d5\u5efa\u7acb\u300c\u6b63\u5e38\u904b\u8f49\u7279\u5fb5\u300d\uff0c\u53ef\u5373\u6642\u5075\u6e2c\u98a8\u6247\u3001\u99ac\u9054\u8207\u8a2d\u5099\u632f\u52d5\u7570\u5e38\uff0c\u9069\u7528\u65bc\u5de5\u696d\u8a2d\u5099\u5065\u5eb7\u76e3\u6e2c\u3001\u667a\u6167\u7dad\u8b77\u8207\u74b0\u5883\u611f\u6e2c\u3002 \u7279\u8272\uff1a   8-D \u7279\u5fb5\u64f7\u53d6\uff08\u5747\u503c\u3001\u65b9\u5dee\u3001RMS\u3001\u5cf0\u5ea6\u7b49\uff09  MCU \u672c\u5730\u63a8\u8ad6\uff0c\u7121\u9700\u501a\u8cf4\u96f2\u7aef  \u81ea\u5b78\u7fd2\u6a21\u578b\uff0c\u81ea\u52d5\u7522\u751f\u7570\u5e38\u95be\u503c  \u4e09\u3001IMU \u52d5\u4f5c\u8b58\u5225\uff08Motion Classification\uff0cEdge Impulse Pipeline\uff09 AT32 Edge AI Sensor EV Board \u652f\u63f4\u4f7f\u7528 Edge Impulse \u8a13\u7df4\u4e26\u90e8\u7f72 IMU \u52d5\u4f5c\u5206\u985e\u6a21\u578b\uff0c\u53ef\u8b58\u5225\u4e0a\u4e0b\u3001\u5de6\u53f3\u3001\u5713\u5708\uff08circle\uff09\u3001\u975c\u6b62\uff08idle\uff09\u7b49\u52d5\u4f5c\u985e\u578b\uff0c\u9069\u7528\u65bc\u7a7f\u6234\u5f0f\u88dd\u7f6e\u3001\u9ad4\u611f\u4e92\u52d5\u8207\u667a\u80fd\u63a7\u5236\u3002\u6a21\u578b\u53ef\u76f4\u63a5\u5c0e\u5165 AT32F403A \u8207 LSM6DS3TR \u611f\u6e2c\u5668\uff0c\u4e26\u900f\u904e CMSIS-DSP\/ NN \u9032\u884c\u512a\u5316\uff0c\u52a0\u901f MCU \u7aef\u63a8\u8ad6\u6548\u80fd\u3002 \u5b8c\u6574\u00a0Edge AI \u958b\u767c\u6d41\u7a0b\u652f\u63f4 AT32 Edge AI Sensor EV Board\u5167\u5efa\u5b8c\u6574 Edge Impulse \u958b\u767c\u93c8\u8def\uff0c\u5305\u62ec\uff1a   \u611f\u6e2c\u5668\u8cc7\u6599\u6536\u96c6\uff08TOF \/ IMU\uff09  \u7279\u8272\u64f7\u53d6\uff08Spectral Analysis \/ Feature Engineering\uff09  \u5206\u985e\u8207\u7570\u5e38\u5075\u6e2c\u6a21\u578b\u8a13\u7df4\uff08Neural Networks\u3001K-means\uff09  MCU \u7aef\u90e8\u7f72\uff08EON Compiler \/ TensorFlow Lite for Microcontrollers\uff09  OLED \u8207\u4e32\u53e3\u5373\u6642\u986f\u793a\u63a8\u8ad6\u7d50\u679c  \u66f4\u9ad8\u6548\u7684\u00a0AI \u958b\u767c\u8207\u91cf\u7522\u6d41\u7a0b \u900f\u904e\u00a0AT32 Edge AI Sensor EV Board\uff0c\u958b\u767c\u8005\u80fd\u4ee5\u6700\u5c11\u7684\u6210\u672c\u5feb\u901f\u9a57\u8b49\u591a\u611f\u6e2c\u5668 AI \u6a21\u578b\uff0c\u4e26\u76f4\u63a5\u90e8\u7f72\u65bc\u7d42\u7aef\u8a2d\u5099\uff0c\u52a0\u901f\u7522\u54c1\u5f9e\u539f\u578b\u5230\u91cf\u7522\u7684\u6574\u9ad4\u958b\u767c\u6d41\u7a0b\u3002\u96c5\u7279\u529b\u4ea6\u5c07\u6301\u7e8c\u63d0\u4f9b\u66f4\u591a AI \u6a21\u578b\u3001\u6f14\u7b97\u6cd5\u8207\u5de5\u5177\u8cc7\u6e90\uff0c\u5354\u52a9\u7522\u696d\u52a0\u901f\u908a\u7de3\u667a\u6167\u61c9\u7528\u7684\u666e\u53ca\uff0c\u958b\u5275\u66f4\u591a AIoT \u5275\u65b0\u53ef\u80fd\u3002 \u5c55\u671b\u672a\u4f86 \u96c5\u7279\u529b\u79d1\u6280\u5c07\u6301\u7e8c\u6df1\u5316\u00a0Edge AI \u6280\u8853\u7814\u767c\uff0c\u4e26\u4ee5\u524d\u77bb\u898f\u5283\u5f37\u5316\u9ad8\u6027\u80fd MCU \u8207\u4eba\u5de5\u667a\u6167\u6f14\u7b97\u6cd5\u7684\u6574\u5408\u80fd\u529b\uff0c\u5354\u52a9\u5168\u7403\u5ba2\u6236\u6253\u9020\u667a\u6167\u3001\u4f4e\u529f\u8017\u4e14\u5177\u7af6\u722d\u529b\u7684\u7522\u54c1\u3002\u96a8\u8457\u66f4\u591a\u611f\u6e2c\u3001\u8a9e\u97f3\u8207\u5f71\u50cf\u5834\u666f\u9010\u6b65\u958b\u653e\uff0c\u96c5\u7279\u529b\u4e5f\u5c07\u651c\u624b\u5408\u4f5c\u5925\u4f34\u63a8\u52d5 Edge AI \u666e\u53ca\u5316\uff0c\u52a0\u901f\u7522\u696d\u667a\u6167\u5316\u5347\u7d1a\uff0c\u5be6\u73fe\u66f4\u9ad8\u6548\u3001\u66f4\u6c38\u7e8c\u7684\u79d1\u6280\u672a\u4f86\u3002 \u76f8\u95dc\u6280\u8853\u6587\u4ef6 (Application Note): AN0286 : Edge AI Sensor EV Board \u4ecb\u7d39AN0287 : IMU K-means \u7570\u5e38\u5075\u6e2c\" \/>\n<meta property=\"og:url\" content=\"https:\/\/pingtungtimes.com.tw\/?p=386389\" \/>\n<meta property=\"og:site_name\" content=\"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/pingtungnews\" \/>\n<meta property=\"article:published_time\" content=\"2025-11-26T11:12:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pingtungtimes.com.tw\/wp-content\/uploads\/2023\/02\/logo-150.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1706\" \/>\n\t<meta property=\"og:image:height\" content=\"960\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"\u7f8e\u901a\u793e\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005:\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u7f8e\u901a\u793e\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9810\u4f30\u95b1\u8b80\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\u9418\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"NewsArticle\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=386389#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=386389\"},\"author\":{\"name\":\"\u7f8e\u901a\u793e\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/#\\\/schema\\\/person\\\/683b937f29ec1537972f6c41e22a2cf3\"},\"headline\":\"\u96c5\u7279\u529b\u767c\u8868 AT32 Edge AI Sensor EV Board\uff1a\u6253\u9020\u591a\u611f\u6e2c AI 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Impulse \u958b\u767c\u93c8\u8def\uff0c\u5305\u62ec\uff1a \u611f\u6e2c\u5668\u8cc7\u6599\u6536\u96c6\uff08TOF \\\/ IMU\uff09 \u7279\u8272\u64f7\u53d6\uff08Spectral Analysis \\\/ Feature Engineering\uff09 \u5206\u985e\u8207\u7570\u5e38\u5075\u6e2c\u6a21\u578b\u8a13\u7df4\uff08Neural Networks\u3001K-means\uff09 MCU \u7aef\u90e8\u7f72\uff08EON Compiler \\\/ TensorFlow Lite for Microcontrollers\uff09 OLED \u8207\u4e32\u53e3\u5373\u6642\u986f\u793a\u63a8\u8ad6\u7d50\u679c \u66f4\u9ad8\u6548\u7684\u00a0AI \u958b\u767c\u8207\u91cf\u7522\u6d41\u7a0b \u900f\u904e\u00a0AT32 Edge AI Sensor EV Board\uff0c\u958b\u767c\u8005\u80fd\u4ee5\u6700\u5c11\u7684\u6210\u672c\u5feb\u901f\u9a57\u8b49\u591a\u611f\u6e2c\u5668 AI \u6a21\u578b\uff0c\u4e26\u76f4\u63a5\u90e8\u7f72\u65bc\u7d42\u7aef\u8a2d\u5099\uff0c\u52a0\u901f\u7522\u54c1\u5f9e\u539f\u578b\u5230\u91cf\u7522\u7684\u6574\u9ad4\u958b\u767c\u6d41\u7a0b\u3002\u96c5\u7279\u529b\u4ea6\u5c07\u6301\u7e8c\u63d0\u4f9b\u66f4\u591a AI 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\u4ea6\u53ef\u540c\u6b65\u986f\u793a\u624b\u52e2\u8ecc\u8de1\uff0c\u9069\u7528\u65bc\u667a\u6167\u5bb6\u96fb\u3001\u4eba\u6a5f\u4ecb\u9762\u8207\u8eca\u8f09\u63a7\u5236\u7b49\u9700\u4f4e\u5ef6\u9072\u3001\u514d\u63a5\u89f8\u64cd\u4f5c\u7684\u61c9\u7528\u5834\u666f \u4e8c\u3001IMU \u7570\u5e38\u5075\u6e2c\uff08IMU Vibration Anomaly Detection\uff09 \u4f7f\u7528\u677f\u8f09\u00a0LSM6DS3TR \u52a0\u901f\u5ea6\u8207\u9640\u87ba\u5100\u8cc7\u6599\uff0c\u900f\u904e K-means \u81ea\u5b78\u7fd2\u6a21\u578b\u81ea\u52d5\u5efa\u7acb\u300c\u6b63\u5e38\u904b\u8f49\u7279\u5fb5\u300d\uff0c\u53ef\u5373\u6642\u5075\u6e2c\u98a8\u6247\u3001\u99ac\u9054\u8207\u8a2d\u5099\u632f\u52d5\u7570\u5e38\uff0c\u9069\u7528\u65bc\u5de5\u696d\u8a2d\u5099\u5065\u5eb7\u76e3\u6e2c\u3001\u667a\u6167\u7dad\u8b77\u8207\u74b0\u5883\u611f\u6e2c\u3002 \u7279\u8272\uff1a   8-D \u7279\u5fb5\u64f7\u53d6\uff08\u5747\u503c\u3001\u65b9\u5dee\u3001RMS\u3001\u5cf0\u5ea6\u7b49\uff09  MCU \u672c\u5730\u63a8\u8ad6\uff0c\u7121\u9700\u501a\u8cf4\u96f2\u7aef  \u81ea\u5b78\u7fd2\u6a21\u578b\uff0c\u81ea\u52d5\u7522\u751f\u7570\u5e38\u95be\u503c  \u4e09\u3001IMU \u52d5\u4f5c\u8b58\u5225\uff08Motion Classification\uff0cEdge Impulse Pipeline\uff09 AT32 Edge AI Sensor EV Board \u652f\u63f4\u4f7f\u7528 Edge Impulse \u8a13\u7df4\u4e26\u90e8\u7f72 IMU \u52d5\u4f5c\u5206\u985e\u6a21\u578b\uff0c\u53ef\u8b58\u5225\u4e0a\u4e0b\u3001\u5de6\u53f3\u3001\u5713\u5708\uff08circle\uff09\u3001\u975c\u6b62\uff08idle\uff09\u7b49\u52d5\u4f5c\u985e\u578b\uff0c\u9069\u7528\u65bc\u7a7f\u6234\u5f0f\u88dd\u7f6e\u3001\u9ad4\u611f\u4e92\u52d5\u8207\u667a\u80fd\u63a7\u5236\u3002\u6a21\u578b\u53ef\u76f4\u63a5\u5c0e\u5165 AT32F403A \u8207 LSM6DS3TR \u611f\u6e2c\u5668\uff0c\u4e26\u900f\u904e CMSIS-DSP\/ NN \u9032\u884c\u512a\u5316\uff0c\u52a0\u901f MCU \u7aef\u63a8\u8ad6\u6548\u80fd\u3002 \u5b8c\u6574\u00a0Edge AI \u958b\u767c\u6d41\u7a0b\u652f\u63f4 AT32 Edge AI Sensor EV Board\u5167\u5efa\u5b8c\u6574 Edge Impulse \u958b\u767c\u93c8\u8def\uff0c\u5305\u62ec\uff1a   \u611f\u6e2c\u5668\u8cc7\u6599\u6536\u96c6\uff08TOF \/ IMU\uff09  \u7279\u8272\u64f7\u53d6\uff08Spectral Analysis \/ Feature Engineering\uff09  \u5206\u985e\u8207\u7570\u5e38\u5075\u6e2c\u6a21\u578b\u8a13\u7df4\uff08Neural Networks\u3001K-means\uff09  MCU \u7aef\u90e8\u7f72\uff08EON Compiler \/ TensorFlow Lite for Microcontrollers\uff09  OLED \u8207\u4e32\u53e3\u5373\u6642\u986f\u793a\u63a8\u8ad6\u7d50\u679c  \u66f4\u9ad8\u6548\u7684\u00a0AI \u958b\u767c\u8207\u91cf\u7522\u6d41\u7a0b \u900f\u904e\u00a0AT32 Edge AI Sensor EV Board\uff0c\u958b\u767c\u8005\u80fd\u4ee5\u6700\u5c11\u7684\u6210\u672c\u5feb\u901f\u9a57\u8b49\u591a\u611f\u6e2c\u5668 AI \u6a21\u578b\uff0c\u4e26\u76f4\u63a5\u90e8\u7f72\u65bc\u7d42\u7aef\u8a2d\u5099\uff0c\u52a0\u901f\u7522\u54c1\u5f9e\u539f\u578b\u5230\u91cf\u7522\u7684\u6574\u9ad4\u958b\u767c\u6d41\u7a0b\u3002\u96c5\u7279\u529b\u4ea6\u5c07\u6301\u7e8c\u63d0\u4f9b\u66f4\u591a AI \u6a21\u578b\u3001\u6f14\u7b97\u6cd5\u8207\u5de5\u5177\u8cc7\u6e90\uff0c\u5354\u52a9\u7522\u696d\u52a0\u901f\u908a\u7de3\u667a\u6167\u61c9\u7528\u7684\u666e\u53ca\uff0c\u958b\u5275\u66f4\u591a AIoT \u5275\u65b0\u53ef\u80fd\u3002 \u5c55\u671b\u672a\u4f86 \u96c5\u7279\u529b\u79d1\u6280\u5c07\u6301\u7e8c\u6df1\u5316\u00a0Edge AI \u6280\u8853\u7814\u767c\uff0c\u4e26\u4ee5\u524d\u77bb\u898f\u5283\u5f37\u5316\u9ad8\u6027\u80fd MCU \u8207\u4eba\u5de5\u667a\u6167\u6f14\u7b97\u6cd5\u7684\u6574\u5408\u80fd\u529b\uff0c\u5354\u52a9\u5168\u7403\u5ba2\u6236\u6253\u9020\u667a\u6167\u3001\u4f4e\u529f\u8017\u4e14\u5177\u7af6\u722d\u529b\u7684\u7522\u54c1\u3002\u96a8\u8457\u66f4\u591a\u611f\u6e2c\u3001\u8a9e\u97f3\u8207\u5f71\u50cf\u5834\u666f\u9010\u6b65\u958b\u653e\uff0c\u96c5\u7279\u529b\u4e5f\u5c07\u651c\u624b\u5408\u4f5c\u5925\u4f34\u63a8\u52d5 Edge AI \u666e\u53ca\u5316\uff0c\u52a0\u901f\u7522\u696d\u667a\u6167\u5316\u5347\u7d1a\uff0c\u5be6\u73fe\u66f4\u9ad8\u6548\u3001\u66f4\u6c38\u7e8c\u7684\u79d1\u6280\u672a\u4f86\u3002 \u76f8\u95dc\u6280\u8853\u6587\u4ef6 (Application Note): AN0286 : Edge AI Sensor EV Board \u4ecb\u7d39AN0287 : IMU K-means \u7570\u5e38\u5075\u6e2c","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/pingtungtimes.com.tw\/?p=386389","og_locale":"zh_TW","og_type":"article","og_title":"\u96c5\u7279\u529b\u767c\u8868 AT32 Edge AI Sensor EV Board\uff1a\u6253\u9020\u591a\u611f\u6e2c AI \u5e73\u53f0\uff0c\u652f\u63f4\u624b\u52e2\u3001\u52d5\u4f5c\u8207\u7570\u5e38\u5075\u6e2c - \u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831","og_description":"\u53f0\u53172025\u5e7411\u670826\u65e5 \/\u7f8e\u901a\u793e\/ -- \u96a8\u8457\u4eba\u5de5\u667a\u6167\u5feb\u901f\u9081\u5411\u7d42\u7aef\u8a2d\u5099\uff0c\u908a\u7de3 AI\uff08Edge AI\uff09\u5df2\u6210\u70ba\u63a8\u52d5\u667a\u6167\u5316\u8207\u7269\u806f\u7db2\uff08IoT\uff09\u61c9\u7528\u7684\u91cd\u8981\u6280\u8853\u3002\u76f8\u8f03\u65bc\u4ef0\u8cf4\u96f2\u7aef\u7684\u904b\u7b97\u6a21\u5f0f\uff0cEdge AI \u80fd\u5728\u611f\u6e2c\u5668\u7aef\u6216\u672c\u5730 MCU \u4e0a\u76f4\u63a5\u5b8c\u6210\u5373\u6642\u63a8\u8ad6\uff0c\u6709\u6548\u964d\u4f4e\u5ef6\u9072\u3001\u63d0\u5347\u96b1\u79c1\u4e26\u6e1b\u5c11\u80fd\u8017\uff0c\u7279\u5225\u9069\u7528\u65bc\u624b\u52e2\u64cd\u63a7\u3001\u52d5\u4f5c\u8b58\u5225\u8207\u8a2d\u5099\u76e3\u6e2c\u7b49\u5c0d\u53cd\u61c9\u901f\u5ea6\u9ad8\u5ea6\u654f\u611f\u7684\u5834\u666f\u3002 AT32 Edge AI Sensor EV Board  \u4e09\u5927 Edge AI \u61c9\u7528\u4eae\u9ede \u4e00\u3001TOF \u624b\u52e2\u8b58\u5225\uff08Gesture Recognition\uff09 \u57fa\u65bc\u677f\u8f09\u00a0VL53L7CX TOF Sensor\uff0cAT32 Edge AI Sensor EV Board \u53ef\u5728 5-20 \u516c\u5206\u7bc4\u570d\u5167\u5075\u6e2c 4\u00d74 \u6df1\u5ea6\u9663\u5217\u8cc7\u6599\uff0c\u4e26\u5229\u7528\u8cea\u5fc3\u6b0a\u91cd\u6f14\u7b97\u6cd5\u8207 Edge Impulse \u795e\u7d93\u7db2\u8def\u6a21\u578b\uff0c\u5b8c\u6210\u300c\u4e0a\uff0f\u4e0b\uff0f\u5de6\uff0f\u53f3\u300d\u56db\u65b9\u5411\u624b\u52e2\u8b58\u5225\u3002OLED \u4ea6\u53ef\u540c\u6b65\u986f\u793a\u624b\u52e2\u8ecc\u8de1\uff0c\u9069\u7528\u65bc\u667a\u6167\u5bb6\u96fb\u3001\u4eba\u6a5f\u4ecb\u9762\u8207\u8eca\u8f09\u63a7\u5236\u7b49\u9700\u4f4e\u5ef6\u9072\u3001\u514d\u63a5\u89f8\u64cd\u4f5c\u7684\u61c9\u7528\u5834\u666f \u4e8c\u3001IMU \u7570\u5e38\u5075\u6e2c\uff08IMU Vibration Anomaly Detection\uff09 \u4f7f\u7528\u677f\u8f09\u00a0LSM6DS3TR \u52a0\u901f\u5ea6\u8207\u9640\u87ba\u5100\u8cc7\u6599\uff0c\u900f\u904e K-means \u81ea\u5b78\u7fd2\u6a21\u578b\u81ea\u52d5\u5efa\u7acb\u300c\u6b63\u5e38\u904b\u8f49\u7279\u5fb5\u300d\uff0c\u53ef\u5373\u6642\u5075\u6e2c\u98a8\u6247\u3001\u99ac\u9054\u8207\u8a2d\u5099\u632f\u52d5\u7570\u5e38\uff0c\u9069\u7528\u65bc\u5de5\u696d\u8a2d\u5099\u5065\u5eb7\u76e3\u6e2c\u3001\u667a\u6167\u7dad\u8b77\u8207\u74b0\u5883\u611f\u6e2c\u3002 \u7279\u8272\uff1a   8-D \u7279\u5fb5\u64f7\u53d6\uff08\u5747\u503c\u3001\u65b9\u5dee\u3001RMS\u3001\u5cf0\u5ea6\u7b49\uff09  MCU \u672c\u5730\u63a8\u8ad6\uff0c\u7121\u9700\u501a\u8cf4\u96f2\u7aef  \u81ea\u5b78\u7fd2\u6a21\u578b\uff0c\u81ea\u52d5\u7522\u751f\u7570\u5e38\u95be\u503c  \u4e09\u3001IMU \u52d5\u4f5c\u8b58\u5225\uff08Motion Classification\uff0cEdge Impulse Pipeline\uff09 AT32 Edge AI Sensor EV Board \u652f\u63f4\u4f7f\u7528 Edge Impulse \u8a13\u7df4\u4e26\u90e8\u7f72 IMU \u52d5\u4f5c\u5206\u985e\u6a21\u578b\uff0c\u53ef\u8b58\u5225\u4e0a\u4e0b\u3001\u5de6\u53f3\u3001\u5713\u5708\uff08circle\uff09\u3001\u975c\u6b62\uff08idle\uff09\u7b49\u52d5\u4f5c\u985e\u578b\uff0c\u9069\u7528\u65bc\u7a7f\u6234\u5f0f\u88dd\u7f6e\u3001\u9ad4\u611f\u4e92\u52d5\u8207\u667a\u80fd\u63a7\u5236\u3002\u6a21\u578b\u53ef\u76f4\u63a5\u5c0e\u5165 AT32F403A \u8207 LSM6DS3TR \u611f\u6e2c\u5668\uff0c\u4e26\u900f\u904e CMSIS-DSP\/ NN \u9032\u884c\u512a\u5316\uff0c\u52a0\u901f MCU \u7aef\u63a8\u8ad6\u6548\u80fd\u3002 \u5b8c\u6574\u00a0Edge AI \u958b\u767c\u6d41\u7a0b\u652f\u63f4 AT32 Edge AI Sensor EV Board\u5167\u5efa\u5b8c\u6574 Edge Impulse \u958b\u767c\u93c8\u8def\uff0c\u5305\u62ec\uff1a   \u611f\u6e2c\u5668\u8cc7\u6599\u6536\u96c6\uff08TOF \/ IMU\uff09  \u7279\u8272\u64f7\u53d6\uff08Spectral Analysis \/ Feature Engineering\uff09  \u5206\u985e\u8207\u7570\u5e38\u5075\u6e2c\u6a21\u578b\u8a13\u7df4\uff08Neural Networks\u3001K-means\uff09  MCU \u7aef\u90e8\u7f72\uff08EON Compiler \/ TensorFlow Lite for Microcontrollers\uff09  OLED \u8207\u4e32\u53e3\u5373\u6642\u986f\u793a\u63a8\u8ad6\u7d50\u679c  \u66f4\u9ad8\u6548\u7684\u00a0AI \u958b\u767c\u8207\u91cf\u7522\u6d41\u7a0b \u900f\u904e\u00a0AT32 Edge AI Sensor EV Board\uff0c\u958b\u767c\u8005\u80fd\u4ee5\u6700\u5c11\u7684\u6210\u672c\u5feb\u901f\u9a57\u8b49\u591a\u611f\u6e2c\u5668 AI \u6a21\u578b\uff0c\u4e26\u76f4\u63a5\u90e8\u7f72\u65bc\u7d42\u7aef\u8a2d\u5099\uff0c\u52a0\u901f\u7522\u54c1\u5f9e\u539f\u578b\u5230\u91cf\u7522\u7684\u6574\u9ad4\u958b\u767c\u6d41\u7a0b\u3002\u96c5\u7279\u529b\u4ea6\u5c07\u6301\u7e8c\u63d0\u4f9b\u66f4\u591a AI \u6a21\u578b\u3001\u6f14\u7b97\u6cd5\u8207\u5de5\u5177\u8cc7\u6e90\uff0c\u5354\u52a9\u7522\u696d\u52a0\u901f\u908a\u7de3\u667a\u6167\u61c9\u7528\u7684\u666e\u53ca\uff0c\u958b\u5275\u66f4\u591a AIoT \u5275\u65b0\u53ef\u80fd\u3002 \u5c55\u671b\u672a\u4f86 \u96c5\u7279\u529b\u79d1\u6280\u5c07\u6301\u7e8c\u6df1\u5316\u00a0Edge AI \u6280\u8853\u7814\u767c\uff0c\u4e26\u4ee5\u524d\u77bb\u898f\u5283\u5f37\u5316\u9ad8\u6027\u80fd MCU \u8207\u4eba\u5de5\u667a\u6167\u6f14\u7b97\u6cd5\u7684\u6574\u5408\u80fd\u529b\uff0c\u5354\u52a9\u5168\u7403\u5ba2\u6236\u6253\u9020\u667a\u6167\u3001\u4f4e\u529f\u8017\u4e14\u5177\u7af6\u722d\u529b\u7684\u7522\u54c1\u3002\u96a8\u8457\u66f4\u591a\u611f\u6e2c\u3001\u8a9e\u97f3\u8207\u5f71\u50cf\u5834\u666f\u9010\u6b65\u958b\u653e\uff0c\u96c5\u7279\u529b\u4e5f\u5c07\u651c\u624b\u5408\u4f5c\u5925\u4f34\u63a8\u52d5 Edge AI \u666e\u53ca\u5316\uff0c\u52a0\u901f\u7522\u696d\u667a\u6167\u5316\u5347\u7d1a\uff0c\u5be6\u73fe\u66f4\u9ad8\u6548\u3001\u66f4\u6c38\u7e8c\u7684\u79d1\u6280\u672a\u4f86\u3002 \u76f8\u95dc\u6280\u8853\u6587\u4ef6 (Application Note): AN0286 : Edge AI Sensor EV Board \u4ecb\u7d39AN0287 : IMU K-means 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Impulse \u958b\u767c\u93c8\u8def\uff0c\u5305\u62ec\uff1a \u611f\u6e2c\u5668\u8cc7\u6599\u6536\u96c6\uff08TOF \/ IMU\uff09 \u7279\u8272\u64f7\u53d6\uff08Spectral Analysis \/ Feature Engineering\uff09 \u5206\u985e\u8207\u7570\u5e38\u5075\u6e2c\u6a21\u578b\u8a13\u7df4\uff08Neural Networks\u3001K-means\uff09 MCU \u7aef\u90e8\u7f72\uff08EON Compiler \/ TensorFlow Lite for Microcontrollers\uff09 OLED \u8207\u4e32\u53e3\u5373\u6642\u986f\u793a\u63a8\u8ad6\u7d50\u679c \u66f4\u9ad8\u6548\u7684\u00a0AI \u958b\u767c\u8207\u91cf\u7522\u6d41\u7a0b \u900f\u904e\u00a0AT32 Edge AI Sensor EV Board\uff0c\u958b\u767c\u8005\u80fd\u4ee5\u6700\u5c11\u7684\u6210\u672c\u5feb\u901f\u9a57\u8b49\u591a\u611f\u6e2c\u5668 AI \u6a21\u578b\uff0c\u4e26\u76f4\u63a5\u90e8\u7f72\u65bc\u7d42\u7aef\u8a2d\u5099\uff0c\u52a0\u901f\u7522\u54c1\u5f9e\u539f\u578b\u5230\u91cf\u7522\u7684\u6574\u9ad4\u958b\u767c\u6d41\u7a0b\u3002\u96c5\u7279\u529b\u4ea6\u5c07\u6301\u7e8c\u63d0\u4f9b\u66f4\u591a AI \u6a21\u578b\u3001\u6f14\u7b97\u6cd5\u8207\u5de5\u5177\u8cc7\u6e90\uff0c\u5354\u52a9\u7522\u696d\u52a0\u901f\u908a\u7de3\u667a\u6167\u61c9\u7528\u7684\u666e\u53ca\uff0c\u958b\u5275\u66f4\u591a AIoT \u5275\u65b0\u53ef\u80fd\u3002 \u5c55\u671b\u672a\u4f86 \u96c5\u7279\u529b\u79d1\u6280\u5c07\u6301\u7e8c\u6df1\u5316\u00a0Edge AI \u6280\u8853\u7814\u767c\uff0c\u4e26\u4ee5\u524d\u77bb\u898f\u5283\u5f37\u5316\u9ad8\u6027\u80fd MCU \u8207\u4eba\u5de5\u667a\u6167\u6f14\u7b97\u6cd5\u7684\u6574\u5408\u80fd\u529b\uff0c\u5354\u52a9\u5168\u7403\u5ba2\u6236\u6253\u9020\u667a\u6167\u3001\u4f4e\u529f\u8017\u4e14\u5177\u7af6\u722d\u529b\u7684\u7522\u54c1\u3002\u96a8\u8457\u66f4\u591a\u611f\u6e2c\u3001\u8a9e\u97f3\u8207\u5f71\u50cf\u5834\u666f\u9010\u6b65\u958b\u653e\uff0c\u96c5\u7279\u529b\u4e5f\u5c07\u651c\u624b\u5408\u4f5c\u5925\u4f34\u63a8\u52d5 Edge AI 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