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style="margin-top: 0px; margin-bottom: 0px; text-align: justify; white-space: normal; padding: 0px; box-sizing: border-box;">同時具備3D激光導航、高清視頻監控、智能紅外測溫、自主充電等功能，具備多方式建圖、自由路徑規劃、對溫濕度快速監測、快速采集圖像、配套專業智能管控平臺等優勢，適用于變電站、核電站、大型園區、燃氣化工廠、礦區等場所。在嵌入式工控機上運行視頻處理類模型，會使用到的就是deepstream。如何使用deepstream，NVIDIA提供了官方的示例，deepstream-app。</p><section style="position: static; box-sizing: border-box; text-align: center;" powered-by="xiumi.us"><section style="max-width: 100%; vertical-align: middle; display: inline-block; line-height: 0; box-sizing: border-box;"><img class="raw-image" style="max-width:100%!important;height:auto!important;vertical-align: middle; max-width: 100%; width: 100%; box-sizing: border-box;" data-ratio="0.6527094" data-w="812" _width="100%" src="/uploads/allimg/20230306/8-230306141544120.jpg"/></section></section><section style="box-sizing: border-box;" powered-by="xiumi.us"><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><br/></p></section><section style="margin: 20px 0px; text-align: center; justify-content: center; display: flex; flex-flow: row nowrap; position: static; box-sizing: border-box;" powered-by="xiumi.us"><section style="display: inline-block; width: auto; vertical-align: top; border-style: solid; border-width: 0px 1px; border-color: rgb(62, 62, 62); min-width: 10%; max-width: 100%; flex: 0 0 auto; height: auto; align-self: flex-start; box-sizing: border-box;"><section style="text-align: left; justify-content: flex-start; transform: translate3d(9px, 0px, 0px); -webkit-transform: translate3d(9px, 0px, 0px); -moz-transform: translate3d(9px, 0px, 0px); -o-transform: translate3d(9px, 0px, 0px); margin: -10px 0px; display: flex; flex-flow: row nowrap; position: static; box-sizing: border-box;" powered-by="xiumi.us"><section style="display: inline-block; vertical-align: middle; width: auto; background-color: rgba(186, 215, 251, 0.25); padding: 16px; align-self: center; min-width: 10%; max-width: 100%; flex: 0 0 auto; height: auto; box-sizing: border-box;"><section style="text-align: center; box-sizing: border-box;" powered-by="xiumi.us"><p style="margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><strong style="box-sizing: border-box;">01</strong></p></section></section><section style="display: inline-block; vertical-align: middle; width: auto; align-self: center; margin: 0px; min-width: 10%; max-width: 100%; flex: 0 0 auto; height: auto; padding: 0px 17px 0px 11px; box-sizing: border-box;"><section style="text-align: justify; box-sizing: border-box;" powered-by="xiumi.us"><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">什么是deepstream-app？</p></section></section></section></section></section><section style="box-sizing: border-box;" powered-by="xiumi.us"><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">安裝完deepstream框架，會在系統執行目錄內有可執行文件，文件名字是deepstream-app。這是一個可執行腳本文件，通過deepstream框架中的代碼在安裝的時候編譯后install到系統根目錄內。此腳本文件可以通過終端命令行使用，使用的同時必須使用txt文本文件作為配置文件。此腳本可以通過txt配置一個deepstream管道，管道中的視頻源可以通過txt文本設置為各種輸入，包括但不限于本地視頻文件，網絡上的rtsp推流等等。管道中的堆疊，一級、二級推理、跟蹤、OSD等也可以通過txt文本文件進行相當簡單快速的配置。</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><br style="box-sizing: border-box;"/></p></section><section style="position: static; box-sizing: border-box; text-align: center;" powered-by="xiumi.us"><section style="max-width: 100%; vertical-align: middle; display: inline-block; line-height: 0; box-sizing: border-box;"><img class="raw-image" style="max-width:100%!important;height:auto!important;vertical-align: middle; max-width: 100%; width: 100%; box-sizing: border-box;" data-ratio="0.418694" data-w="781" _width="100%" src="/uploads/allimg/20230306/8-230306141545G7.jpg"/></section></section><section style="box-sizing: border-box;" powered-by="xiumi.us"><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">這個deepstream-app程序是安裝deepstream的時候就已經編譯好安裝在系統里，可以在任意位置的命令終端進行調用。App分為deepstream-app和deepstream-test5-app兩種。兩者功能上的差別就是tset5支持類型設置為6的sink，也就是向kafka服務器收發數據的組件。其余二者大致相同。<br style="box-sizing: border-box;"/></p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><br/></p></section><section style="margin: 20px 0px; text-align: center; justify-content: center; display: flex; flex-flow: row nowrap; position: static; box-sizing: border-box;" powered-by="xiumi.us"><section style="display: inline-block; width: auto; vertical-align: top; border-style: solid; border-width: 0px 1px; border-color: rgb(62, 62, 62); min-width: 10%; max-width: 100%; flex: 0 0 auto; height: auto; align-self: flex-start; box-sizing: border-box;"><section style="text-align: left; justify-content: flex-start; transform: translate3d(9px, 0px, 0px); -webkit-transform: translate3d(9px, 0px, 0px); -moz-transform: translate3d(9px, 0px, 0px); -o-transform: translate3d(9px, 0px, 0px); margin: -10px 0px; display: flex; flex-flow: row nowrap; position: static; box-sizing: border-box;" powered-by="xiumi.us"><section style="display: inline-block; vertical-align: middle; width: auto; background-color: rgba(186, 215, 251, 0.25); padding: 16px; align-self: center; min-width: 10%; max-width: 100%; flex: 0 0 auto; height: auto; box-sizing: border-box;"><section style="text-align: center; box-sizing: border-box;" powered-by="xiumi.us"><p style="margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><strong style="box-sizing: border-box;">02</strong></p></section></section><section style="display: inline-block; vertical-align: middle; width: auto; align-self: center; margin: 0px; min-width: 10%; max-width: 100%; flex: 0 0 auto; height: auto; padding: 0px 17px 0px 11px; box-sizing: border-box;"><section style="text-align: justify; box-sizing: border-box;" powered-by="xiumi.us"><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">deepstream-app有什么用？</p></section></section></section></section></section><section style="box-sizing: border-box;" powered-by="xiumi.us"><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">deepstream-app腳本存在主要有兩大作用。</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">一是用于工程快速驗證性開發。因為deepstream-app是一個通過文本文件就能配置的管道，因此可以進行深度學習網絡性能和設備硬件性能的快速測試。譬如要部署一個網絡到Jetson上面，需要實時處理8路視頻,為了快速驗證可行性，可通過deepstream-app腳本裝載到簡單管道里做一下壓力測試。這樣可以快速驗證項目可行性。</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">其次，deepstream-app可以驗證網絡性能瓶頸和輔助排除Bug。通過deepstream-app配置一個多路視頻同時輸入的管道，檢測其卡頓推理的情況。如果deepstream-app都沒問題，就需要排查代碼部分。</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><br/></p></section><section style="margin: 20px 0px; text-align: center; justify-content: center; display: flex; flex-flow: row nowrap; position: static; box-sizing: border-box;" powered-by="xiumi.us"><section style="display: inline-block; width: auto; vertical-align: top; border-style: solid; border-width: 0px 1px; border-color: rgb(62, 62, 62); min-width: 10%; max-width: 100%; flex: 0 0 auto; height: auto; align-self: flex-start; box-sizing: border-box;"><section style="text-align: left; justify-content: flex-start; transform: translate3d(9px, 0px, 0px); -webkit-transform: translate3d(9px, 0px, 0px); -moz-transform: translate3d(9px, 0px, 0px); -o-transform: translate3d(9px, 0px, 0px); margin: -10px 0px; display: flex; flex-flow: row nowrap; position: static; box-sizing: border-box;" powered-by="xiumi.us"><section style="display: inline-block; vertical-align: middle; width: auto; background-color: rgba(186, 215, 251, 0.25); padding: 16px; align-self: center; min-width: 10%; max-width: 100%; flex: 0 0 auto; height: auto; box-sizing: border-box;"><section style="text-align: center; box-sizing: border-box;" powered-by="xiumi.us"><p style="margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><strong style="box-sizing: border-box;">03</strong></p></section></section><section style="display: inline-block; vertical-align: middle; width: auto; align-self: center; margin: 0px; min-width: 10%; max-width: 100%; flex: 0 0 auto; height: auto; padding: 0px 17px 0px 11px; box-sizing: border-box;"><section style="text-align: justify; box-sizing: border-box;" powered-by="xiumi.us"><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">deepstream-app怎么用？</p></section></section></section></section></section><section style="box-sizing: border-box;" powered-by="xiumi.us"><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">deepstream-app的用法非常簡潔。即腳本+配置文件。具體寫法如下所示：</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 14px; box-sizing: border-box;">deepstream-app -c 配置文件.txt</span></p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">腳本會自動解析配置文件里面的內容然后組成管道。以下是對配置一些重要參數的講解。</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><br style="box-sizing: border-box;"/></p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 14px; box-sizing: border-box;">[source0]</span></p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 14px; box-sizing: border-box;">enable=1</span></p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 14px; box-sizing: border-box;">#Type - 1=CameraV4L2 2=URI 3=MultiURI 4=RTSP</span></p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 14px; box-sizing: border-box;">type=3</span></p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 14px; box-sizing: border-box;">uri=rtsp://admin:HuaWei123@113.128.197.19:54388/LiveMedia/ch1/Media1</span></p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 14px; box-sizing: border-box;">#uri=<a href="http://file:///home/jetson/vedio/1.mp4bendi" style="color: rgb(0, 0, 0); box-sizing: border-box;"><span style="box-sizing: border-box;">file:///home/jetson/vedio/1.mp</span></a>4 本地視頻文件</span></p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 14px; box-sizing: border-box;">num-sources=1</span></p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 14px; box-sizing: border-box;">gpu-id=0</span></p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 14px; box-sizing: border-box;">cudadec-memtype=0</span></p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">source是deepstream的輸入源，可以在這個組件進行視頻流輸入的配置。enable不用說了還是一個使能設置，0則關閉1則開啟。type類型是告訴deepstream-app大概是什么類型的輸入，1是V4L2也就是linux硬件設備樹上面的攝像頭，2是網絡URI，3是萬能設置，比2更好，可以讀取本地文件。4是指定的RTSP視頻流。</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">然后是Uri鏈接，如果是網絡連接或者是ip攝像頭，直接把rtsp地址copy過來即可。</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><br style="box-sizing: border-box;"/></p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">[streammux]</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">##Boolean property to inform muxer that sources are live</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">live-source=0</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">batch-size=1</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">##time out in usec, to wait after the first buffer is available</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">##to push the batch even if the complete batch is not formed</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">batched-push-timeout=40000</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">## Set muxer output width and height</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">width=1920</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">height=1080</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">## If set to TRUE, system timestamp will be attached as ntp timestamp</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">## If set to FALSE, ntp timestamp from rtspsrc, if available, will be attached</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"># attach-sys-ts-as-ntp=1</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">Streammux插件是deepstream的混流插件，比如你輸入是30路視頻流，需要通過Streammux插件將視頻流混流到一起，組成一個視頻流。這里需要注意的是batch-size改成了1，還有輸入輸出的尺寸需要設計好。</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><br style="box-sizing: border-box;"/></p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">[primary-gie]</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">enable=1</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">bbox-border-color0=1;0;0;1</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">bbox-border-color1=0;1;1;1</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">bbox-border-color2=0;0;1;1</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">bbox-border-color3=0;1;0;1</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">gie-unique-id=1</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">config-file=./Models/config.txt</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">primary-gie插件就是我們需要用到的推理插件，這個插件在deepstream-app的txt配置文件中需要寫的東西不多，上面的幾個參數分別是使能，bbox框顏色，bbox框是否生成唯一id。網絡推理的相關參數都在這個config-file文本內。</p></section><section style="position: static; box-sizing: border-box; text-align: center;" powered-by="xiumi.us"><section style="max-width: 100%; vertical-align: middle; display: inline-block; line-height: 0; box-sizing: border-box;"><img class="raw-image" style="max-width:100%!important;height:auto!important;vertical-align: middle; max-width: 100%; width: 100%; box-sizing: border-box;" data-ratio="0.9871414" data-w="1011" _width="100%" src="/uploads/allimg/20230306/8-23030614154E15.jpg"/></section></section><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;" powered-by="xiumi.us"><br style="box-sizing: border-box;"/></p><section style="margin: 20px 0px; text-align: center; justify-content: center; display: flex; flex-flow: row nowrap; position: static; box-sizing: border-box;" powered-by="xiumi.us"><section style="display: inline-block; width: auto; vertical-align: top; border-style: solid; border-width: 0px 1px; border-color: rgb(62, 62, 62); min-width: 10%; max-width: 100%; flex: 0 0 auto; height: auto; align-self: flex-start; box-sizing: border-box;"><section style="text-align: left; justify-content: flex-start; transform: translate3d(9px, 0px, 0px); -webkit-transform: translate3d(9px, 0px, 0px); -moz-transform: translate3d(9px, 0px, 0px); -o-transform: translate3d(9px, 0px, 0px); margin: -10px 0px; display: flex; flex-flow: row nowrap; position: static; box-sizing: border-box;" powered-by="xiumi.us"><section style="display: inline-block; vertical-align: middle; width: auto; background-color: rgba(186, 215, 251, 0.25); padding: 16px; align-self: center; min-width: 10%; max-width: 100%; flex: 0 0 auto; height: auto; box-sizing: border-box;"><section style="text-align: center; box-sizing: border-box;" powered-by="xiumi.us"><p style="margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><strong style="box-sizing: border-box;">04</strong></p></section></section><section style="display: inline-block; vertical-align: middle; width: auto; align-self: center; margin: 0px; min-width: 10%; max-width: 100%; flex: 0 0 auto; height: auto; padding: 0px 17px 0px 11px; box-sizing: border-box;"><section style="text-align: justify; box-sizing: border-box;" powered-by="xiumi.us"><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">效果展示</p></section></section></section></section></section><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;" powered-by="xiumi.us">驗證平臺：Jetson Nano 8GB、deeepstream 6.1.1</p><section style="position: static; box-sizing: border-box; text-align: center;" powered-by="xiumi.us"><section style="max-width: 100%; vertical-align: middle; display: inline-block; line-height: 0; box-sizing: border-box;"><img class="raw-image" style="max-width:100%!important;height:auto!important;vertical-align: middle; max-width: 100%; width: 100%; box-sizing: border-box;" data-ratio="0.6638889" data-w="1080" _width="100%" src="/uploads/allimg/20230306/8-23030614154G12.jpg"/></section></section><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;" powered-by="xiumi.us"><br style="box-sizing: border-box;"/></p><section style="margin: 20px 0px; text-align: center; justify-content: center; display: flex; flex-flow: row nowrap; position: static; box-sizing: border-box;" powered-by="xiumi.us"><section style="display: inline-block; width: auto; vertical-align: top; border-style: solid; border-width: 0px 1px; border-color: rgb(62, 62, 62); min-width: 10%; max-width: 100%; flex: 0 0 auto; height: auto; align-self: flex-start; box-sizing: border-box;"><section style="text-align: left; justify-content: flex-start; transform: translate3d(9px, 0px, 0px); -webkit-transform: translate3d(9px, 0px, 0px); -moz-transform: translate3d(9px, 0px, 0px); -o-transform: translate3d(9px, 0px, 0px); margin: -10px 0px; display: flex; flex-flow: row nowrap; position: static; box-sizing: border-box;" powered-by="xiumi.us"><section style="display: inline-block; vertical-align: middle; width: auto; background-color: rgba(186, 215, 251, 0.25); padding: 16px; align-self: center; min-width: 10%; max-width: 100%; flex: 0 0 auto; height: auto; box-sizing: border-box;"><section style="text-align: center; box-sizing: border-box;" powered-by="xiumi.us"><p style="margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><strong style="box-sizing: border-box;">05</strong></p></section></section><section style="display: inline-block; vertical-align: middle; width: auto; align-self: center; margin: 0px; min-width: 10%; max-width: 100%; flex: 0 0 auto; height: auto; padding: 0px 17px 0px 11px; box-sizing: border-box;"><section style="text-align: justify; box-sizing: border-box;" powered-by="xiumi.us"><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">相關資料</p></section></section></section></section></section><section style="box-sizing: border-box;" powered-by="xiumi.us"><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">上面也是一些主要的步驟，如果在使用中遇到任何問題可以聯系我們協助解決。同時我們能按照您的需求，定制化嵌入式工控機設備。例如：<br style="box-sizing: border-box;"/></p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">容天AIX115：</p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">l 預裝Xavier NX核心模組（8GB/16GB可選） </p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">l 可選256GB、512GB、1TB NVMe SSD 擴展存儲 </p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">l 支持上電自動開機 </p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">l 改良的散熱設計 </p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">l 產品尺寸：190mm×160mm×76.3mm（H*W*D）</p></section><section style="text-align: center; position: static; box-sizing: border-box;" powered-by="xiumi.us"><section style="max-width: 100%; vertical-align: middle; display: inline-block; line-height: 0; width: 60%; height: auto; box-sizing: border-box;"><img class="raw-image" style="max-width:100%!important;height:auto!important;vertical-align: middle; max-width: 100%; width: 100%; box-sizing: border-box;" data-ratio="0.6345515" data-w="602" _width="100%" src="/uploads/allimg/20230306/8-23030614154Y51.jpg"/></section></section><section style="box-sizing: border-box;" powered-by="xiumi.us"><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><br style="box-sizing: border-box;"/></p><p style="white-space: normal; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;"><br style="box-sizing: border-box;"/></p></section></section><p><br/></p> </div> <div class="pages_article"> <a href="/xwdt/412.html" title="「產、學、用」如何推動機器人新突破、強落地？——「機器人智能" class="pre"> 上一篇：「產、學、用」如何推動機器人新突破、強落地？——「機器人智能</span> </a>  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