{"id":18888,"date":"2023-05-12T10:30:00","date_gmt":"2023-05-12T02:30:00","guid":{"rendered":"https:\/\/www.circuspi.com\/?p=18888"},"modified":"2023-09-20T10:03:35","modified_gmt":"2023-09-20T02:03:35","slug":"maker-ai-amb82-mini","status":"publish","type":"post","link":"https:\/\/www.circuspi.com\/index.php\/2023\/05\/12\/maker-ai-amb82-mini\/","title":{"rendered":"Maker \u73a9 AI \u7cfb\u5217(\u56db)\uff1a AMB82 mini &#8211; \u5373\u6642\u4e32\u6d41 Edge AI \u958b\u767c\u677f"},"content":{"rendered":"\n<p><style>\n\/* ###\u5be6\u9a57\u4e0b\u4e00\u5217### *\/\n\na:link {color:#0695e4\n;}    \/* \u8a2d\u5b9a\u5c1a\u672a\u9ede\u95b1\u904e\u7684\u9023\u7d50\u6a23\u5f0f *\/\na:visited {color:#0695e4\n;} \/* \u8a2d\u5b9a\u904e\u53bb\u66fe\u7d93\u95b1\u904e\u7684\u9023\u7d50 *\/\na:hover {color:#0695e4\n;}   \/* \u8a2d\u5b9a\u6ed1\u9f20\u6e38\u6a19\u6307\u5728\u9023\u7d50\u4f4d\u7f6e\u4e0a\u7684\u6a23\u5f0f *\/\na:active {color:#0000BB;}  \/* \u8a2d\u5b9a\u4e0a\u9ede\u64ca\u904e\u7684\u9023\u7d50\u6a23\u5f0f *\/\n<\/style><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"526\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/05\/1000x526-1.jpg\" alt=\"Maker \u73a9 AI \u7cfb\u5217(\u56db)\uff1a AMB82 mini - \u5373\u6642\u4e32\u6d41 Edge AI \u958b\u767c\u677f\" class=\"wp-image-18941\"\/><\/figure>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/05\/image-1.png\" alt=\"Maker \u73a9 AI \u7cfb\u5217(\u56db)\uff1a AMB82 mini - \u5373\u6642\u4e32\u6d41 Edge AI \u958b\u767c\u677f\" class=\"wp-image-18890\" width=\"606\" height=\"373\"\/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/www.icshop.com.tw\/product-page.php?29111\" target=\"_blank\" rel=\"noreferrer noopener\">AMB82 mini RTL8735\u958b\u767c\u677f<\/a><\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001Ameba \u963f\u7c73\u5df4<\/h2>\n\n\n\n<p><a rel=\"noreferrer noopener\" href=\"https:\/\/www.realtek.com\/zh-tw\/\" target=\"_blank\">\u745e\u6631<\/a>\u7576\u5bb6\u7684&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/www.amebaiot.com\/zh\/\" target=\"_blank\">Ameba<\/a>&nbsp;\u7cfb\u5217\u7269\u806f\u7db2\u958b\u767c\u677f\uff0c\u6700\u65e9\u53ef\u4ee5\u8ffd\u6eaf\u5230 2016 \u5e74\u63a8\u51fa\u7684&nbsp;<a href=\"https:\/\/www.icshop.com.tw\/product-page.php?21291\" target=\"_blank\" rel=\"noreferrer noopener\">RTL8195AM<\/a>&nbsp;\u958b\u767c\u677f\uff0c\u4ee3\u865f\u70ba AMB01\u3002\u5728\u90a3\u500b <a href=\"https:\/\/www.icshop.com.tw\/product_list.php?537\" target=\"_blank\" rel=\"noreferrer noopener\">Arduino<\/a> \u76f8\u5bb9\u958b\u767c\u677f\u767e\u5bb6\u722d\u9cf4\u7684\u6642\u671f\uff0c\u8aaa\u5be6\u5728\u8a71\u7b46\u8005\u5c0d\u65bc Realtek \u7684\u8a55\u50f9\u4e26\u4e0d\u80fd\u7a31\u5f97\u4e0a\u6eff\u610f\uff0c\u56e0\u70ba\u90a3\u6642\u5019 Ameba \u5c0d\u65bc Arduino \u786c\u9ad4 HAL \u5c64\u5beb\u5f97\u4e26\u4e0d\u662f\u5f88\u597d\uff0c\u9020\u6210\u8f09\u5165\u7b2c\u4e09\u65b9\u7684 library \u6642\u6703\u6709\u76f8\u5bb9\u6027\u7684\u554f\u984c\u3002<\/p>\n\n\n\n<p>\u4e0d\u904e\u7269\u63db\u661f\u79fb\uff0c\u6642\u81f3\u4eca\u65e5\uff0c\u8a31\u591a\u7576\u521d\u88fd\u9020\u958b\u767c\u677f\u7684\u5718\u968a\u5df2\u7d93\u6492\u624b\u4e0d\u7ba1 Maker \u5708\u7684\u958b\u767c\u677f\u4e86\uff0c\u53cd\u5012\u662f Realtek \u6301\u7e8c\u63a8\u51fa\u65b0\u4f5c\u54c1\u3002\u4e0d\u5f97\u4e0d\u611f\u6168\uff0c\u7d93\u71df\u5e02\u5834\u5c31\u662f\u5728\u6bd4\u6c23\u9577\uff0c\u8ab0\u80fd\u6490\u5f97\u4e45\u6490\u5f97\u9577\u9060\uff0c\u6700\u5f8c\u7d42\u5c07\u7372\u5f97\u5e02\u5834\u7684\u64c1\u62b1\u3002\u0669(\u0e51\u2022\u0300\u03c9\u2022\u0301\u0e51)\u06f6<\/p>\n\n\n\n<p>\u8a71\u8b1b\u9060\u4e86\uff0c\u62c9\u56de\u5230\u6211\u5011\u4eca\u5929\u7684\u4e3b\u89d2&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/www.amebaiot.com\/zh\/amebapro2\/#rtk_amb82_mini\" target=\"_blank\">AMB82 mini<\/a>\uff0c\u6838\u5fc3SoC \u578b\u865f\u70ba&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/www.icshop.com.tw\/product-page.php?29211\" target=\"_blank\">RTL8735<\/a>&nbsp;\uff0c\u5de5\u4f5c\u983b\u7387\u9ad8\u9054 500MHz\uff0c\u5167\u5efa\u7368\u7acb ISP (image Signal Processor)\uff0c\u53ef\u4ee5\u505a\u5230 H.264 \u8207 H.265 \u7de8\u78bc\u4ee5\u53ca HDR \u5f71\u50cf\u8655\u7406\u7b49\uff0c\u660e\u986f\u5c31\u662f\u7279\u5225\u91dd\u5c0d\u5f71\u50cf\u8655\u7406\u5f37\u5316\u7684\u7269\u806f\u7db2\u6676\u7247\u3002<\/p>\n\n\n\n<p>\u800c <a rel=\"noreferrer noopener\" href=\"https:\/\/www.realtek.com\/zh-tw\/\" target=\"_blank\">Realtek<\/a> \u51fa\u54c1\u7684\u958b\u767c\u677f\u81ea\u7136\u8981\u56ca\u62ec\u96d9\u983b Wi-Fi \u8207 BLE 5.1\u7b49\u806f\u7db2\u529f\u80fd\uff0c\u4e26\u4e14\u53ef\u4f7f\u7528\u677f\u4e0a\u7684 ipex 4 RF \u9023\u63a5\u5668\u5c07\u5929\u7dda\u7d66\u5f15\u51fa\u3002\u540c\u6642\u5b98\u65b9\u4e5f\u5ba3\u7a31\u4ed6\u7684 AI \u6548\u80fd\u53ef\u4ee5\u9054\u5230 0.384 TOPS\uff0c\u5373\u4fbf\u662f INT \u7684\u6574\u6578\u904b\u7b97\u6240\u5f97\u51fa\u4f86\u7684\u6578\u5b57\uff0c\u4f46\u4e5f\u5df2\u7d93\u662f\u76f8\u7576\u512a\u7570\u4e86\uff0c\u5c24\u5176\u662f\u4ee5\u9019\u500b 1,000 \u5143\u4ee5\u5167\u50f9\u4f4d\u7684\u908a\u7de3\u88dd\u7f6e\u4f86\u8aaa\uff0c\u66f4\u662f\u96e3\u80fd\u53ef\u8cb4\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u600e\u9ebc\u73a9\uff1f<\/h2>\n\n\n\n<p>\u65e2\u7136\u662f\u7269\u806f\u7db2\u958b\u767c\u677f\uff0cMaker \u53ef\u4ee5\u4f7f\u7528&nbsp;<a href=\"https:\/\/github.com\/ambiot\/ambpro2_arduino\" target=\"_blank\" rel=\"noreferrer noopener\">Arduino IDE<\/a>&nbsp;\u9032\u884c <a href=\"https:\/\/www.icshop.com.tw\/product-page.php?29111\" target=\"_blank\" rel=\"noreferrer noopener\">AMB82 mini<\/a> \u958b\u767c\uff0c\u5c0d\u65bc\u6709\u610f\u8981\u505a\u7522\u54c1\u7684\u65cf\u7fa4\u745e\u6631\u4e5f\u6709<a href=\"https:\/\/github.com\/ambiot\/ambpro2_sdk\" target=\"_blank\" rel=\"noreferrer noopener\">\u6a19\u6e96 SDK<\/a>&nbsp;\u53ef\u4ee5\u63d0\u4f9b\u7d66\u9032\u968e\u958b\u767c\u8005\u4f7f\u7528\u3002\u5728 Arduino \u958b\u767c\u7684\u65b9\u5f0f\u8207\u5176\u4ed6\u958b\u767c\u677f\u7121\u7570\uff0c\u5c07\u958b\u767c\u677f\u4f86\u6e90\u6a94\u6848\u52a0\u5165\u5f8c\u5373\u53ef\u900f\u904e\u958b\u767c\u677f\u7ba1\u7406\u54e1\u9032\u884c\u5b89\u88dd\u3002<\/p>\n\n\n\n<p>\u7b46\u8005\u7684\u6e2c\u8a66\u74b0\u5883\u70ba Arduino IDE 2.0.4 \u7248\u672c\uff0c\u4e26\u4f7f\u7528&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/github.com\/ambiot\/ambpro2_arduino\" target=\"_blank\">ambpro2_arduino<\/a>&nbsp;\u7684\u958b\u767c\u8005&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/github.com\/ambiot\/ambpro2_arduino\/releases\/tag\/V4.0.3-QC-V05\" target=\"_blank\">4.0.3-build20230320<\/a>&nbsp;\u7248\u672c\uff0c\u8b80\u8005\u53ef\u4ee5\u81ea\u884c\u659f\u914c\u4f7f\u7528<a rel=\"noreferrer noopener\" href=\"https:\/\/github.com\/ambiot\/ambpro2_arduino\/raw\/main\/Arduino_package\/package_realtek.com_amebapro2_index.json\" target=\"_blank\">\u7a69\u5b9a\u7248\u672c<\/a>\u6216\u662f<a rel=\"noreferrer noopener\" href=\"https:\/\/github.com\/ambiot\/ambpro2_arduino\/raw\/dev\/Arduino_package\/package_realtek.com_amebapro2_early_index.json\" target=\"_blank\">\u958b\u767c\u8005\u7248\u672c<\/a>\u4f86\u5b89\u88dd Arduino \u958b\u767c\u677f\u652f\u63f4\u3002<\/p>\n\n\n\n<p>\u4f46\u4ee5 github repo \u7684\u66f4\u65b0\u901f\u5ea6\u4f86\u8aaa\u6bcf\u9031\u90fd\u6703\u662f\u51fa\u65b0 build \u7248\u672c\uff0c\u770b\u4f86 <a href=\"https:\/\/www.realtek.com\/zh-tw\/\" target=\"_blank\" rel=\"noreferrer noopener\">Realtek <\/a>\u5718\u968a\u5c0d\u65bc <a href=\"https:\/\/www.icshop.com.tw\/product-page.php?29111\" target=\"_blank\" rel=\"noreferrer noopener\">AMB82 mini<\/a> \u4e5f\u662f\u6295\u6ce8\u4e86\u4e0d\u5c11\u8cc7\u6e90\u6df1\u8015\u9019\u4e00\u584a\u7684 Maker \u5e02\u5834\u3002\u6b64\u5916 AMB82 mini \u5c07 16MB \u7684 Flash \u62c6\u5206\u6210\u4e09\u500b Section \u5340\u584a\uff0c\u5206\u5225\u5b58\u653e Arduino \u7a0b\u5f0f\u78bc\u3001\u5f71\u50cf\u8655\u7406\u5668(ISP) Binary Code \u8207\u795e\u7d93\u7db2\u8def(NN) Binary Code\uff0c\u82e5\u6c92\u6709\u7528\u5230\u5f71\u50cf\u8655\u7406\u5668\u6216\u662f\u795e\u7d93\u7db2\u8def\u904b\u7b97\u6642\uff0c\u53ef\u4ee5\u4e0d\u9700\u8981\u4e0a\u50b3\u5c0d\u61c9\u7684 Binary Code \u4f86\u7e2e\u77ed\u71d2\u9304\u7684\u6642\u9593\u3002<\/p>\n\n\n\n<p>\u958b\u767c\u677f\u4e0a\u6709\u5169\u500b micro USB port\uff0c\u4e00\u500b\u70ba RTL8735 \u539f\u751f USB\uff0c\u53e6\u4e00\u500b\u5247\u662f\u9023\u63a5\u5230 CH340 \u6a4b\u63a5 IC \u505a\u70ba\u71d2\u9304\u4f7f\u7528\u3002\u9996\u6b21\u4e0a\u96fb\u5c07 USB \u9023\u63a5\u5230 CH340 port\uff0c\u6703\u770b\u5230\u677f\u4e0a\u4e09\u9846 LED \u540c\u6642\u4eae\u8d77\uff0c\u9664\u4e86\u6700\u53f3\u5074\u7684 power LED \u70ba\u96fb\u6e90\u6307\u793a\u71c8\uff0c\u5176\u65bc\u5169\u8005\u63a5\u662f\u53ef\u4ee5\u900f\u904e\u7a0b\u5f0f\u63a7\u5236\u7684\u4f7f\u7528\u8005\u81ea\u5b9a\u7fa9 LED\u3002<\/p>\n\n\n\n<p>\u4e09\u9846\u540c\u6642\u6703\u4eae\u61c9\u8a72\u662f\u51fa\u5ee0\u6642\u6240\u904b\u884c\u7684\u6e2c\u8a66\u7a0b\u5f0f\u6240\u81f4\u3002\u4e0a\u50b3\u7a0b\u5f0f\u6642\u52d9\u5fc5\u5148\u6309\u58d3 upload button \u4e0d\u653e\uff0c\u518d\u6309\u58d3 Reset Button\uff0c\u4f7f RTL8735 \u9032\u5165\u5230\u71d2\u9304\u6a21\u5f0f\uff0c\u624d\u80fd\u9806\u5229\u66f4\u65b0\u97cc\u9ad4\u3002<\/p>\n\n\n\n<p>\u9019\u9ede\u5728\u963f\u7c73\u5df4\u7cfb\u5217\u958b\u767c\u677f\u7d93\u5e38\u70ba\u4eba\u6240\u8a6c\u75c5\uff0c\u5c0d\u65bc\u65b0\u624b\u8f03\u4e0d\u53cb\u5584\uff0c\u5e0c\u671b\u65e5\u5f8c\u53ef\u4ee5\u6709\u6a5f\u6703\u85c9\u7531 IC \u6216\u662f\u96fb\u8def\u7684\u8a2d\u8a08\u5c07\u5176\u6539\u70ba\u81ea\u52d5\u4e0a\u50b3\u3002\u5728\u71d2\u9304\u5b8c Blink \u7bc4\u4f8b\u7a0b\u5f0f\u5f8c\uff0c\u6700\u5de6\u5074\u7684\u85cd\u8272 LED \u5373\u6703\u4ee5\u4e00\u660e\u4e00\u6ec5\u7684\u65b9\u5f0f\u986f\u793a\uff0c\u4ee3\u8868\u5df2\u7d93\u9806\u5229\u904b\u884c\u65b0\u7684\u7a0b\u5f0f\u78bc\u4e86\uff01<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/05\/lADPGTAtJ12ZTqrNAtDNBQA_1280_720.jpg\" alt=\"Maker \u73a9 AI \u7cfb\u5217(\u56db)\uff1a AMB82 mini - \u5373\u6642\u4e32\u6d41 Edge AI \u958b\u767c\u677f\" class=\"wp-image-18904\" width=\"853\" height=\"480\"\/><figcaption class=\"wp-element-caption\">AMB82 mini \u677f\u4e0a\u4ecb\u9762\u8aaa\u660e<\/figcaption><\/figure><\/div>\n\n\n<p>\u5373\u4fbf AMB82 mini \u4f7f\u7528\u4e86 MIPI \u4ecb\u9762\u7684 camera \u4f54\u64da\u4e86\u4e0d\u5c11 IO \u8173\u4f4d\uff0c\u4f46\u5176\u958b\u767c\u677f\u4e0a\u7684\u6392\u91dd\u5f15\u8173\u4ecd\u6709\u8c50\u5bcc\u7684\u4ecb\u9762\u53ef\u4ee5\u4f7f\u7528\uff0c\u5305\u542b\u4e09\u7d44 UART\u3001\u5169\u7d44 SPI\u3001\u5169\u7d44 I2C\u30015 \u500b ADC\uff08\u53e6\u6709 3 \u500b ADC \u672a\u88ab\u62c9\u81f3\u6392\u91dd\uff09\u7b49\uff0c\u540c\u6642\u5e7e\u4e4e\u6240\u6709\u8173\u4f4d\u7686\u652f\u63f4\u5916\u90e8\u4e2d\u65b7\uff0c\u4e26\u4e14\u6709 8 \u500b PWM \u8f38\u51fa\uff0c\u76f8\u8f03\u65bc\u5176\u4ed6\u6709 camera \u7684\u958b\u767c\u677f\uff0c AMB82 mini \u5728 IO \u4ecb\u9762\u4e0a\u66f4\u6709\u512a\u52e2\u3002<\/p>\n\n\n\n<p>\u96a8\u958b\u767c\u677f\u4e5f\u9644\u5e36\u4e00\u9846 Full HD \u7684\u93e1\u982d\u6a21\u7d44\uff0c\u53ef\u8996\u89d2\u5ea6 FOV \u9054 130 \u5ea6\uff0c\u53ef\u76f4\u63a5\u7528\u65bc\u79fb\u52d5\u8f09\u5177\u505a\u8996\u89ba\u5faa\u7dda\u6216\u662f\u7269\u4ef6\u5075\u6e2c\u7b49\u61c9\u7528\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/05\/image-4.png\" alt=\"Maker \u73a9 AI \u7cfb\u5217(\u56db)\uff1a AMB82 mini - \u5373\u6642\u4e32\u6d41 Edge AI \u958b\u767c\u677f\" class=\"wp-image-18893\" width=\"820\" height=\"357\"\/><figcaption class=\"wp-element-caption\">AMB82 mini pinouts \u5f15\u8173\u5716 (\u5716\u7247\u4f86\u6e90\uff1a<a href=\"https:\/\/www.amebaiot.com\/zh\/amebapro2-amb82-mini-arduino-getting-started\/\" target=\"_blank\" rel=\"noreferrer noopener\">amebaiot<\/a>)<\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001AI \u7269\u4ef6\u5075\u6e2c<\/h2>\n\n\n\n<p><a href=\"https:\/\/www.icshop.com.tw\/product-page.php?29111\" target=\"_blank\" rel=\"noreferrer noopener\">AMB82 mini<\/a>&nbsp;\u5b98\u65b9\u7684&nbsp;<a href=\"https:\/\/www.amebaiot.com\/zh\/amebapro2-amb82-mini-arduino-peripherals-examples\/\" target=\"_blank\" rel=\"noreferrer noopener\">Arduino \u7bc4\u4f8b<\/a>\u4e2d\u5c31\u63d0\u4f9b\u4e86<a href=\"https:\/\/www.amebaiot.com\/zh\/amebapro2-amb82-mini-arduino-neuralnework-face-detection\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u4eba\u81c9\u6aa2\u6e2c<\/a>(Face Detection)\u3001<a href=\"https:\/\/www.amebaiot.com\/zh\/amebapro2-amb82-mini-arduino-neuralnework-face-recognition\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u4eba\u81c9\u8b58\u5225<\/a>(Face Recognition)\u3001<a href=\"https:\/\/www.amebaiot.com\/zh\/amebapro2-amb82-mini-arduino-neuralnework-object-detection\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u7269\u4ef6\u5075\u6e2c<\/a>(Object Detection)\u7b49\u795e\u7d93\u7db2\u8def\u6a21\u578b\u7bc4\u4f8b\uff0c\u4e26\u5c07\u9810\u8a13\u7df4\u6a21\u578b\u4e5f\u5305\u9032 Arduino package \u4e2d\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u76f4\u63a5\u958b\u555f\u7bc4\u4f8b\u505a\u4f7f\u7528\uff0c\u9ad4\u9a57 RTL8735 \u795e\u7d93\u7db2\u8def\u7684\u904b\u7b97\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u4ee5\u7269\u4ef6\u5075\u6e2c\u70ba\u4f8b\uff0c\u5b98\u65b9\u63d0\u4f9b\u5169\u500b\u7bc4\u4f8b\u7a0b\u5f0f&nbsp;<code>ObjectDetectionLoop<\/code>&nbsp;\u8207&nbsp;<code>ObjectDetectionCallback<\/code>&nbsp;\uff0c\u5169\u8005\u529f\u80fd\u76f8\u540c\u5dee\u5225\u50c5\u5728\u65bc\u7a0b\u5f0f\u78bc\u7684\u67b6\u69cb\uff0c\u4e00\u500b\u70ba\u8f2a\u8a62(Polling)\u53e6\u4e00\u500b\u56de\u547c(Callback)\uff0c\u7b46\u8005\u4f7f\u7528 Callback \u7684\u7bc4\u4f8b\u6e2c\u8a66\uff0c\u4e00\u4f86\u8f03\u6709\u6548\u7387\u4e8c\u4f86\u7a0b\u5f0f\u78bc\u4e5f\u8f03\u5177\u5f48\u6027\u3002AMB82 mini \u63d0\u4f9b YOLOv4-Tiny \u9810\u8a13\u7df4\u6a21\u578b\uff0c\u53ef\u4ee5\u505a\u5230 COCO dataset \u7684 80 \u7a2e<a href=\"https:\/\/github.com\/ambiot\/ambpro2_arduino\/blob\/3c59d686b6fe6191d055615a71132b4811fcda4c\/Arduino_package\/hardware\/libraries\/NeuralNetwork\/examples\/ObjectDetectionCallback\/ObjectClassList.h\" target=\"_blank\" rel=\"noreferrer noopener\">\u7269\u4ef6\u985e\u5225<\/a>\u7684\u5075\u6e2c\u3002<\/p>\n\n\n\n<p>\u7bc4\u4f8b\u7a0b\u5f0f\u78bc\u6703\u7522\u751f\u5169\u500b\u5f71\u50cf\u4e32\u6d41\uff0c\u4e00\u500b\u505a RTSP\uff0c\u53e6\u4e00\u500b\u5247\u5c07\u5f71\u50cf\u4e1f\u9032\u795e\u7d93\u7db2\u8def\u505a\u904b\u7b97\uff0c\u904b\u7b97\u7684\u7d50\u679c\u5c07\u7e6a\u88fd\u6210 OSD(on-screen display) \u758a\u5728\u7b2c\u4e00\u500b\u5f71\u50cf\u96a8\u8457 RTSP \u4e32\u6d41\u51fa\u53bb\u3002\u8f38\u51fa\u7684\u7d50\u679c\u53ef\u4ee5\u5728\u96fb\u8166\u7aef\u4f7f\u7528 VLC \u7b49\u64ad\u653e\u8edf\u9ad4\uff0c\u958b\u555f AMB82 mini \u7684 RTSP \u4e32\u6d41\u5373\u53ef\u770b\u5230 YOLOv4-tiny \u795e\u7d93\u7db2\u8def\u904b\u7b97\u7d50\u679c\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"394\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/05\/image-5.png\" alt=\"Maker \u73a9 AI \u7cfb\u5217(\u56db)\uff1a AMB82 mini - \u5373\u6642\u4e32\u6d41 Edge AI \u958b\u767c\u677f\" class=\"wp-image-18894\"\/><figcaption class=\"wp-element-caption\">AMB82 mini \u904b\u884c YOLOv4-Tiny \u7269\u4ef6\u5075\u6e2c<\/figcaption><\/figure><\/div>\n\n\n<p>\u7b46\u8005\u70ba\u4e86\u8a08\u7b97 FPS \u5728 callback \u51fd\u5f0f\u5167\u57cb\u4e86\u7a0b\u5f0f\u78bc\u8a08\u7b97\u6642\u9593\uff0c\u5c07\u795e\u7d93\u7db2\u8def\u7684\u5f71\u50cf\u683c\u5f0f\u6539\u70ba 416\u00d7416 (\u7b26\u5408 YOLOv4-Tiny \u8f38\u5165\u5927\u5c0f)\uff0c\u4e26\u4e14\u628a RTSP \u4e32\u6d41\u8f38\u51fa\u5f9e FHD \u964d\u70ba HD(1280\u00d7720)\uff0c\u5be6\u6e2c\u7d50\u679c YOLOv4-Tiny \u904b\u7b97\u7684\u6548\u80fd\u7d04\u9054 6~7 FPS\uff0c\u8fa8\u8b58\u5ea6\u4e5f\u4e0d\u5dee\uff0c\u6574\u9ad4\u7b97\u662f\u4ee4\u4eba\u6eff\u610f\u7684\uff01(\uff61\u2022\u3145\u2022\uff61)\u2661<\/p>\n\n\n\n<p>\u78ba\u5be6\u5728\u7576\u524d MCU \u7d1a\u8ddd\u7684\u958b\u767c\u677f\u5df2\u7121\u4eba\u80fd\u51fa\u5176\u53f3\uff0c\u8981\u61c9\u7528\u5728\u975e\u5373\u6642\u7684\u667a\u6167\u5834\u57df\u4e5f\u7b97\u662f\u52d8\u7528\u4e86\uff01<\/p>\n\n\n\n<p>\u7531\u65bc\u662f\u5c0d\u8457\u87a2\u5e55\u8fd1\u8ddd\u96e2\u62cd\u651d\uff0c\u53ef\u4ee5\u770b\u5230\u93e1\u982d\u8b8a\u5f62\u8f03\u660e\u986f\uff0c\u4e14\u7121\u6cd5\u9806\u5229\u5c0d\u7126\uff0c\u4e3b\u8981\u7269\u9ad4\u4f9d\u7136\u80fd\u5920\u5075\u6e2c\uff0c\u82e5\u60f3\u8981\u7d30\u90e8\u8abf\u6574\u8fa8\u8b58\u5ea6\u53ef\u4ee5\u547c\u53eb&nbsp;<code>ObjDet.configThreshold(float confidence_threshold, float nms_threshold)<\/code>&nbsp;\u9032\u884c\u8a2d\u5b9a\uff0c\u9810\u8a2d\u60c5\u6cc1\u795e\u7d93\u7db2\u8def\u4fe1\u5fc3(confidence)\u9580\u6abb\u503c\u70ba 0.5\uff0c NMS(Non-Maximal Suppression) \u9580\u6abb\u503c\u70ba 0.3\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"360\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/05\/amb82_output_small.gif\" alt=\"\" class=\"wp-image-18969\"\/><figcaption class=\"wp-element-caption\">\u5c0d\u8457 AMB82 mini \u7684 Camera \u64ad\u653e\u5f71\u7247\u9032\u884c\u5be6\u6e2c<br><\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u5c0f\u7d50\uff0dArduino AI Camera \u7684\u738b\u8005<\/h2>\n\n\n\n<p>\u76ee\u524d\u5e02\u5834\u4e0a\u80fd\u5920\u4f7f\u7528 Arduino \u9032\u884c\u958b\u767c\u4e26\u4e14\u642d\u914d\u651d\u5f71\u93e1\u982d\u958b\u767c\u677f\u4e26\u4e0d\u591a\u898b\uff0c\u5176\u4e2d\u4ee5&nbsp;<a href=\"https:\/\/www.icshop.com.tw\/product-page.php?27378\">ESP32-CAM<\/a>&nbsp;\u56e0\u70ba\u50f9\u9322\u4f4e\u5ec9\u80fd\u898b\u5ea6\u6700\u9ad8\uff0c\u4f46\u5c07\u5169\u8005\u76f8\u6bd4\uff0c&nbsp;<a href=\"https:\/\/www.icshop.com.tw\/product-page.php?29111\" target=\"_blank\" rel=\"noreferrer noopener\">AMB82 mini<\/a>&nbsp;\u5728\u5f71\u50cf\u4e32\u6d41\u8207\u795e\u7d93\u7db2\u8def\u61c9\u7528\u537b\u662f\u6280\u9ad8\u4e00\u7c4c\uff0c\u4e0d\u8ad6\u662f\u505a\u5230 RTSP \u5373\u6642\u96d9\u8ecc\u4e32\u6d41\uff0c\u6216\u662f\u795e\u7d93\u7db2\u8def\u7684\u4eba\u81c9\u8b58\u5225\u8207\u7269\u4ef6\u5075\u6e2c\u90fd\u80fd\u6709\u975e\u51e1\u7684\u6548\u80fd\u3002<\/p>\n\n\n\n<p>\u9ad8\u6548\u80fd\u7684\u4ee3\u50f9\u81ea\u7136\u662f\u958b\u767c\u677f\u7684\u6574\u9ad4\u6210\u672c\u8f03\u9ad8\uff0c\u4f46\u5c0d\u65bc\u60f3\u8981\u505a\u5230\u795e\u7d93\u7db2\u8def\u904b\u7b97\u53c8\u9700\u8981\u63a7\u5236\u9810\u7b97\u7701\u4e0b\u9ad8\u968e MPU \u958b\u767c\u677f\u7684\u7fa4\u773e\uff0c\u80af\u5b9a\u662f\u975e\u5e38\u6709\u5438\u5f15\u529b\u7684\uff01<a href=\"https:\/\/www.icshop.com.tw\/product-page.php?29111\" target=\"_blank\" rel=\"noreferrer noopener\">AMB82 mini<\/a>&nbsp;\u9019\u584a AI Camera \u958b\u767c\u677f\u4e0d\u50c5\u662f\u9762\u5c0d Maker \u793e\u7fa4\uff0c\u5c0d\u65bc\u6709\u5fc3\u60f3\u8981\u4f7f\u7528\u5176\u88fd\u4f5c\u5546\u696d\u7522\u54c1\u7684\u5718\u968a\uff0c\u4e5f\u6709\u63d0\u4f9b<a href=\"https:\/\/www.icshop.com.tw\/product-page.php?29211\" target=\"_blank\" rel=\"noreferrer noopener\">\u90f5\u7968\u8cbc\u6a21\u7d44<\/a>\u4fbf\u5229\u958b\u767c\u4e26\u7e2e\u77ed\u958b\u767c\u6642\u7a0b\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\u539f\u5ee0\u5c0d\u65bc\u6280\u8853\u652f\u63f4\u4e5f\u4e0d\u99ac\u864e\uff0c\u9664\u4e86\u6709<a href=\"https:\/\/forum.amebaiot.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5b98\u65b9\u8a0e\u8ad6\u5340<\/a>\u80fd\u548c\u5168\u7403\u958b\u767c\u8005\u4ea4\u6d41\uff0c\u4e5f\u5f88\u7528\u5fc3\u7684\u7d93\u71df&nbsp;<a href=\"https:\/\/www.facebook.com\/groups\/AmebaIoT\" target=\"_blank\" rel=\"noreferrer noopener\">Ameba \u793e\u5718<\/a>\uff0c\u85c9\u7531\u793e\u7fa4\u5a92\u9ad4\u7684\u5373\u6642\u6027\u8ddf\u958b\u767c\u8005\u4e92\u52d5\u3002\u7b46\u8005\u5012\u662f\u76f8\u7576\u671f\u5f85 AMB82 mini \u80fd\u5920\u652f\u63f4\u66f4\u591a\u4e0d\u540c\u985e\u578b\u7684\u795e\u7d93\u7db2\u8def\u529f\u80fd\uff0c\u5c46\u6642\u6709\u6a5f\u6703\u518d\u8ffd\u52a0\u4e00\u7bc7\u5ba2\u88fd\u5316\u6a21\u578b\u6e2c\u8a66\u8207\u5404\u4f4d\u5206\u4eab\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u76ee\u524d\u5e02\u5834\u4e0a\u80fd\u5920\u4f7f\u7528 Arduino \u9032\u884c\u958b\u767c\u4e26\u4e14\u642d\u914d\u651d\u5f71\u93e1\u982d\u958b\u767c\u677f\u4e26\u4e0d\u591a\u898b\uff0c\u5176\u4e2d\u4ee5 ESP32-CAM \u56e0\u70ba\u50f9\u9322\u4f4e\u5ec9\u80fd\u898b\u5ea6\u6700\u9ad8\uff0c\u4f46\u5c07\u5169\u8005\u76f8\u6bd4\uff0c AMB82 mini \u5728\u5f71\u50cf\u4e32\u6d41\u8207\u795e\u7d93\u7db2\u8def\u61c9\u7528\u537b\u662f\u6280\u9ad8\u4e00\u7c4c\uff0c\u4e0d\u8ad6\u662f\u505a\u5230 RTSP \u5373\u6642\u96d9\u8ecc\u4e32\u6d41\uff0c\u6216\u662f\u795e\u7d93\u7db2\u8def\u7684\u4eba\u81c9\u8b58\u5225\u8207\u7269\u4ef6\u5075\u6e2c\u90fd\u80fd\u6709\u975e\u51e1\u7684\u6548\u80fd\u3002<\/p>\n","protected":false},"author":1,"featured_media":18942,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[191,238],"tags":[],"table_tags":[],"_links":{"self":[{"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/posts\/18888"}],"collection":[{"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/comments?post=18888"}],"version-history":[{"count":9,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/posts\/18888\/revisions"}],"predecessor-version":[{"id":20437,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/posts\/18888\/revisions\/20437"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/media\/18942"}],"wp:attachment":[{"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/media?parent=18888"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/categories?post=18888"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/tags?post=18888"},{"taxonomy":"table_tags","embeddable":true,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/table_tags?post=18888"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}