{"id":47124,"date":"2023-08-01T11:12:59","date_gmt":"2023-04-23T21:21:45","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8deepstream-sdk%e8%bf%9b%e8%a1%8c%e5%ae%9e%e6%97%b6%e8%a7%86%e9%a2%91%e8%af%86%e5%88%ab%ef%bc%8c%e5%b9%b6%e5%8f%91%e9%80%81%e9%80%9a%e7%9f%a5%e7%bb%99line%e3%80%82\/"},"modified":"2024-04-30T16:27:28","modified_gmt":"2024-04-30T08:27:28","slug":"%e4%bd%bf%e7%94%a8deepstream-sdk%e8%bf%9b%e8%a1%8c%e5%ae%9e%e6%97%b6%e8%a7%86%e9%a2%91%e8%af%86%e5%88%ab%ef%bc%8c%e5%b9%b6%e5%8f%91%e9%80%81%e9%80%9a%e7%9f%a5%e7%bb%99line%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8deepstream-sdk%e8%bf%9b%e8%a1%8c%e5%ae%9e%e6%97%b6%e8%a7%86%e9%a2%91%e8%af%86%e5%88%ab%ef%bc%8c%e5%b9%b6%e5%8f%91%e9%80%81%e9%80%9a%e7%9f%a5%e7%bb%99line%e3%80%82\/","title":{"rendered":"\u4f7f\u7528DeepStream SDK\u8fdb\u884c\u5b9e\u65f6\u89c6\u9891\u8bc6\u522b\uff0c\u5e76\u53d1\u9001\u901a\u77e5\u7ed9LINE"},"content":{"rendered":"<h1>\u4f7f\u7528DeepStream SDK\u8fdb\u884c\u5feb\u901f\u89c6\u9891\u8bc6\u522b\uff0c\u7136\u540e\u901a\u8fc7LINE\u8fdb\u884c\u901a\u77e5\u3002<\/h1>\n<p>\u672c\u6587\u662fNTT DOCOMO\u516c\u53f82019\u5e74\u5ea6\u5192\u9669\u65e5\u5386\u7b2c\u4e03\u5929\u7684\u6587\u7ae0\u3002<\/p>\n<p>\u6211\u662fNTT DoCoMo\u670d\u52a1\u521b\u65b0\u90e8\u7684\u9152\u4e95\u3002\u5728\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u81f4\u529b\u4e8e\u4f7f\u7528\u6df1\u5ea6\u5b66\u4e60\u8fdb\u884c\u56fe\u50cf\u8bc6\u522b\u5f15\u64ce\u7684\u7814\u7a76\u5f00\u53d1\u548c\u670d\u52a1\u5316\u3002\u8fd9\u6b21\uff0c\u6211\u4eec\u4f7f\u7528\u4e86\u57fa\u4e8eGPU\u7684\u89c6\u9891\u8bc6\u522b\u52a0\u901f\u5de5\u5177&#8221;DeepStream SDK&#8221;\uff0c\u5728\u9ad8\u901f\u8bc6\u522b\u89c6\u9891\u4e2d\u7684\u8f66\u8f86\u7684\u540c\u65f6\uff0c\u5c06\u7ed3\u679c\u901a\u77e5\u5230LINE\u4e0a\u3002\u6211\u4eec\u53ef\u4ee5\u5236\u4f5c\u7c7b\u4f3cAI\u6444\u50cf\u5934\u7684\u8bbe\u5907\uff0c\u7528\u4e8e\u76d1\u63a7\u6444\u50cf\u5934\u4e2d\u7684\u4eba\u5458\u68c0\u6d4b\uff0c\u6216\u8005\u4ece\u6444\u50cf\u5934\u753b\u9762\u4e2d\u68c0\u6d4b\u8fdd\u505c\u7b49\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7c88913a08637a69cb31\/3-0.gif\" alt=\"\u52d5\u753bgif\" \/><\/div>\n<p>\u6211\u5728\u7f51\u4e0a\u627e\u4e0d\u5230\u592a\u591a\u5173\u4e8e\u4f7f\u7528DeepStream SDK\u548cAMQP\u8fdb\u884c\u6d88\u606f\u4f20\u9012\u7684\u6848\u4f8b\uff0c\u56e0\u6b64\u6211\u4e5f\u5c1d\u8bd5\u4e86\u8fd9\u79cd\u65b9\u6cd5\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7c88913a08637a69cb31\/5-0.jpeg\" alt=\"workflow.jpg\" \/><\/div>\n<h2>\u52a8\u673a<\/h2>\n<p>\u968f\u7740\u8fd1\u5e74\u6765\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u5728\u56fe\u50cf\u8bc6\u522b\u4e2d\u7684\u5e94\u7528\u4e0d\u65ad\u6269\u5927\uff0c\u89c6\u9891\u6570\u636e\u7684\u56fe\u50cf\u8bc6\u522b\u4e5f\u9010\u6e10\u5174\u8d77\u3002\u7136\u800c\uff0c\u5229\u7528\u6df1\u5ea6\u5b66\u4e60\u8fdb\u884c\u89c6\u9891\u8bc6\u522b\u76f8\u8f83\u4e8e\u4e00\u822c\u56fe\u50cf\u8bc6\u522b\u800c\u8a00\uff0c\u9700\u8981\u66f4\u9ad8\u7684\u673a\u5668\u914d\u7f6e\uff0c\u5e76\u4e14\u5904\u7406\u65f6\u95f4\u5f80\u5f80\u4f1a\u53d8\u6162\u3002<\/p>\n<p>\u5728\u90a3\u79cd\u60c5\u51b5\u4e0b\uff0c\u6709\u4f20\u95fb\u79f0\u4f7f\u7528\u82f1\u4f1f\u8fbe\u7684DeepStream SDK\u53ef\u4ee5\u5229\u7528GPU\u5feb\u901f\u8fdb\u884c\u89c6\u9891\u8bc6\u522b\u548c\u52a0\u901f\u89c6\u9891\u5904\u7406\u3002\u800c\u4e14\u73b0\u5728\u8fd8\u53ef\u4ee5\u7528\u4e8edocker\uff0c\u5b89\u88c5\u53d8\u5f97\u66f4\u52a0\u7b80\u5355\uff0c\u6240\u4ee5\u6211\u8bd5\u7740\u4f7f\u7528\u4e86\u4e00\u4e0b\u3002<\/p>\n<h2>\u6df1\u6d41SDK<\/h2>\n<p>\u6df1\u5ea6\u5b66\u4e60\u7684\u63a8\u7406\uff08+\u5b66\u4e60\uff09\u7ecf\u5e38\u4f7f\u7528GPU\u6765\u52a0\u901f\u3002DeepStream SDK\u662f\u4e00\u4e2a\u4f7f\u7528GPU\u6765\u9ad8\u901f\u5904\u7406\u89c6\u9891\u7684\u8f6f\u4ef6\u5f00\u53d1\u5de5\u5177\u5305\uff08SDK\uff09\u3002\u5b83\u4ee5GStreamer\u63d2\u4ef6\u7684\u5f62\u5f0f\u63d0\u4f9b\u4e86\u5404\u79cd\u5728\u89c6\u9891\u5904\u7406\u4e2d\u6240\u9700\u7684\u529f\u80fd\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">GPU\u3084\u3001\u30a8\u30c3\u30b8GPU\u30c7\u30d0\u30a4\u30b9\u306e\u5c02\u7528\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u7528\u3044\u3066\u3001\u52d5\u753b\u306e\u30a8\u30f3\u30b3\u30fc\u30c9\/\u30c7\u30b3\u30fc\u30c9\u3092\u9ad8\u901f\u5316<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Deep Learning\u3092\u7528\u3044\u305f\u7269\u4f53\u691c\u51fa\u3001\u753b\u50cf\u5206\u985e\u3092\u3001GPU\u304a\u3088\u3073TensorRT1\u3092\u7528\u3044\u3066\u9ad8\u901f\u5316<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u6a5f\u80fd\u3082\u63d0\u4f9b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u753b\u50cf\u8a8d\u8b58\u7d50\u679c\u3092\u3001Kafka\u3001MQTT\u3001AMQP\u306a\u3069\u3092\u7528\u3044\u3066\u3001\u9001\u4fe1\u53ef\u80fd<\/ul>\n<h2>\u65b9\u5f0f<\/h2>\n<h3>\u73af\u5883<\/h3>\n<p>\u6211\u5df2\u7ecf\u51c6\u5907\u597d\u4e86\u652f\u6301NVIDIA Docker 2.0\u7684GPU\u670d\u52a1\u5668\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">OS: Ubuntu 18.04<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">nvidia-driver: 418.67<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">docker: 19.03.4<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">docker-compose: 1.24.1<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">nvidia-docker: 2.0.3<\/ul>\n<p>\u5c3d\u7ba1\u5728docker\u4e2d\u539f\u751f\u652f\u6301GPU\uff0c\u4f46\u5728docker-compose\u4e2d\u4f3c\u4e4e\u65e0\u6cd5\u6307\u5b9aGPU\uff0c\u56e0\u6b64\u6211\u9009\u62e9\u4e86\u4f7f\u7528\u8f83\u65e7\u7684runtime\u8868\u8fbe\u65b9\u5f0f\u3002<\/p>\n<h3>\u6587\u4ef6\u7ed3\u6784<\/h3>\n<pre class=\"post-pre\"><code>deepstream-line\r\n\u251c\u2500\u2500 docker\r\n\u2502   \u251c\u2500\u2500 Dockerfile\r\n\u2502   \u251c\u2500\u2500 requirements.txt\r\n\u2502   \u2514\u2500\u2500 src\r\n\u2502       \u2514\u2500\u2500 receive.py\r\n\u251c\u2500\u2500 docker-compose-amqp.yml\r\n\u251c\u2500\u2500 docker-compose.yml\r\n\u251c\u2500\u2500 rabbitmq\r\n\u251c   \u251c\u2500\u2500 custom_definitions.json\r\n\u251c   \u2514\u2500\u2500 rabbitmq.conf\r\n\u2514\u2500\u2500 videos\r\n    \u2514\u2500\u2500 test.h264\r\n<\/code><\/pre>\n<p>\u6211\u5011\u4f7f\u7528\u4e86\u514d\u8cbb\u7684\u52d5\u614b\u7d20\u6750\u7db2\u7ad9Mixkit\u4e2d\u7684Chinatown\u591c\u666f\u8857\u9053\u5f71\u7247\u8cc7\u6599\u3002<\/p>\n<p>\u4e3a\u4e86\u4fdd\u6301\u4e3aH264\u683c\u5f0f\u7684\u6d41\uff0c\u9700\u8981\u4f7f\u7528FFmpeg\u8fdb\u884c\u8f6c\u6362\u3002<\/p>\n<pre class=\"post-pre\"><code>ffmpeg <span class=\"nt\">-i<\/span> .\/2012-1080.mp4  <span class=\"nt\">-vcodec<\/span> copy <span class=\"nt\">-an<\/span> <span class=\"nt\">-bsf<\/span>:v h264_mp4toannexb videos\/test.h264\r\n<\/code><\/pre>\n<h3>\u542f\u52a8AMQP\u670d\u52a1\u5668<\/h3>\n<p>DeepStream SDK\u53ef\u4ee5\u5c06\u8bc6\u522b\u7ed3\u679c\u4f5c\u4e3a\u6d88\u606f\u53d1\u9001\u5230Kafka\u3001MQTT\u3001AMQP\u7b49\u7cfb\u7edf\u3002<br \/>\n\u5728\u8fd9\u6b21\u5b9e\u9a8c\u4e2d\uff0c\u6211\u4eec\u9009\u62e9\u4f7f\u7528docker\u6765\u542f\u52a8RabbitMQ\u3002<br \/>\nRabbitMQ\u662f\u4e00\u79cd\u53d1\u5e03\/\u8ba2\u9605\u7c7b\u578b\u7684\u6d88\u606f\u670d\u52a1\uff0c\u7531\u4ee5\u4e0b\u5143\u7d20\u7ec4\u6210\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7c88913a08637a69cb31\/24-0.jpeg\" alt=\"rabbitmq.jpg\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">producer: \u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u308b\u5074\u3002\u4eca\u56de\u306f\u3001DeepStream SDK\u304c\u3053\u308c\u306b\u5f53\u305f\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">exchange: \u9001\u3089\u308c\u3066\u304d\u305f\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9069\u5f53\u306aqueue\u306b\u5272\u308a\u632f\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">queue: \u30ad\u30e5\u30fc<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">consumer: \u30e1\u30c3\u30bb\u30fc\u30b8\u3092queue\u306b\u53d6\u308a\u306b\u884c\u3063\u3066\u5229\u7528\u3059\u308b\u3002\u4eca\u56de\u306f\u3001LINE\u306b\u901a\u77e5\u3092\u9001\u308bpython\u30b9\u30af\u30ea\u30d7\u30c8<\/ul>\n<p>\u51c6\u5907AMQP\u7684\u914d\u7f6e\u6587\u4ef6\u3002\u7528\u6237\u540d\u548c\u5bc6\u7801\u90fd\u8bbe\u7f6e\u4e3aguest\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"p\">{<\/span>\r\n    <span class=\"nl\">\"rabbit_version\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"3.8.0\"<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"users\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[{<\/span>\r\n        <span class=\"nl\">\"name\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"guest\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"password_hash\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"CV\/8dVC+gRd5cY08tFu4h\/7YlGWEdE5lJo4sn4CfbCoRz8ez\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"hashing_algorithm\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"rabbit_password_hashing_sha256\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"tags\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"administrator\"<\/span>\r\n    <span class=\"p\">}],<\/span>\r\n    <span class=\"nl\">\"vhosts\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[{<\/span>\r\n        <span class=\"nl\">\"name\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"\/\"<\/span>\r\n    <span class=\"p\">}],<\/span>\r\n    <span class=\"nl\">\"permissions\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[{<\/span>\r\n        <span class=\"nl\">\"user\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"guest\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"vhost\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"\/\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"configure\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\".*\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"write\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\".*\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"read\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\".*\"<\/span>\r\n    <span class=\"p\">}],<\/span>\r\n    <span class=\"nl\">\"topic_permissions\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[],<\/span>\r\n    <span class=\"nl\">\"parameters\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[],<\/span>\r\n    <span class=\"nl\">\"global_parameters\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[{<\/span>\r\n        <span class=\"nl\">\"name\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"cluster_name\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"value\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"rabbit@rabbitmq\"<\/span>\r\n    <span class=\"p\">}],<\/span>\r\n    <span class=\"nl\">\"policies\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[],<\/span>\r\n    <span class=\"nl\">\"queues\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[{<\/span>\r\n        <span class=\"nl\">\"name\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"test\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"vhost\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"\/\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"durable\"<\/span><span class=\"p\">:<\/span> <span class=\"kc\">true<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"auto_delete\"<\/span><span class=\"p\">:<\/span> <span class=\"kc\">false<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"arguments\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n            <span class=\"nl\">\"x-queue-type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"classic\"<\/span>\r\n        <span class=\"p\">}<\/span>\r\n    <span class=\"p\">}],<\/span>\r\n    <span class=\"nl\">\"exchanges\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[],<\/span>\r\n    <span class=\"nl\">\"bindings\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[{<\/span>\r\n        <span class=\"nl\">\"source\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"amq.topic\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"vhost\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"\/\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"destination\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"test\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"destination_type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"queue\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"routing_key\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"deepstream\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"arguments\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{}<\/span>\r\n    <span class=\"p\">}]<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u5728queues\u4e2d\uff0c\u6211\u5c06\u961f\u5217\u7684\u540d\u79f0\u8bbe\u7f6e\u4e3atest\u3002\u53e6\u5916\uff0c\u6211\u51b3\u5b9a\u4f7f\u7528\u9ed8\u8ba4\u8bbe\u7f6e\u7684amq.topic\u4f5c\u4e3a\u4ea4\u6362\u673a\uff0c\u5e76\u5728bindings\u4e2d\u8bbe\u7f6e\u5f53\u5e26\u6709&#8221;deepstream&#8221;\u4e3b\u9898\u7684\u6d88\u606f\u5230\u8fbe\u65f6\uff0c\u5c06\u5176\u8def\u7531\u5230test\u961f\u5217\u3002<\/p>\n<p>\u4e3a\u4e86\u8bfb\u53d6\u5148\u524d\u7684json\u6587\u4ef6\uff0c\u51c6\u5907\u597dconf\u6587\u4ef6\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"n\">loopback_users<\/span>.<span class=\"n\">guest<\/span> = <span class=\"n\">false<\/span>\r\n<span class=\"n\">listeners<\/span>.<span class=\"n\">tcp<\/span>.<span class=\"n\">default<\/span> = <span class=\"m\">5672<\/span>\r\n<span class=\"n\">management<\/span>.<span class=\"n\">tcp<\/span>.<span class=\"n\">port<\/span> = <span class=\"m\">15672<\/span>\r\n<span class=\"n\">management<\/span>.<span class=\"n\">load_definitions<\/span> = \/<span class=\"n\">etc<\/span>\/<span class=\"n\">rabbitmq<\/span>\/<span class=\"n\">custom_definitions<\/span>.<span class=\"n\">json<\/span>\r\n<\/code><\/pre>\n<p>\u901a\u8fc7\u8fd9\u4e2a\uff0c\u53ef\u4ee5\u5728\u7aef\u53e315672\u4e0a\u8fdb\u884c\u6d88\u606f\u7684\u4ea4\u6d41\uff0c\u5e76\u8bfb\u53d6\u4e4b\u524d\u7684JSON\u6587\u4ef6\u3002<\/p>\n<p>\u4f7f\u7528docker-compose\u542f\u52a8RabbitMQ\u3002\u4f7f\u7528RabbitMQ\u5b98\u65b9\u57fa\u7840\u955c\u50cf\uff0c\u5e76\u901a\u8fc7volumes\u9009\u9879\u5c06\u5148\u524d\u7684conf\/json\u6302\u8f7d\u5230\u5bb9\u5668\u5185\u53ef\u89c1\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">version<\/span><span class=\"pi\">:<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">2.3\"<\/span>\r\n<span class=\"na\">services<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">rabbitmq<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">image<\/span><span class=\"pi\">:<\/span> <span class=\"s\">rabbitmq:3.8-management<\/span>\r\n    <span class=\"na\">hostname<\/span><span class=\"pi\">:<\/span> <span class=\"s\">rabbitmq<\/span>\r\n    <span class=\"na\">container_name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">rabbitmq<\/span>\r\n    <span class=\"na\">expose<\/span><span class=\"pi\">:<\/span> <span class=\"c1\">#\u4ed6\u306e\u30b3\u30f3\u30c6\u30ca\u5411\u3051\u306e\u516c\u958b<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">5672\"<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">15672\"<\/span>\r\n    <span class=\"na\">ports<\/span><span class=\"pi\">:<\/span> <span class=\"c1\">#<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">5672:5672\"<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">15672:15672\"<\/span>\r\n    <span class=\"na\">volumes<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">.\/rabbitmq:\/etc\/rabbitmq<\/span>\r\n<span class=\"na\">networks<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">default<\/span><span class=\"pi\">:<\/span>\r\n<\/code><\/pre>\n<p>\u6b64\u5916\uff0c\u6211\u4eec\u901a\u8fc7\u5b9a\u4e49\u7f51\u7edc\uff0c\u4ee5\u4fbf\u5728\u4ee5\u540e\u53ef\u4ee5\u4eceDeepStream SDK\u548c\u6d88\u8d39\u8005\u5bb9\u5668\u8fdb\u884c\u8fde\u63a5\u3002\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u3002<\/p>\n<pre class=\"post-pre\"><code>docker-compose <span class=\"nt\">-f<\/span> docker-compose-amqp.yml up <span class=\"nt\">-d<\/span>\r\n<\/code><\/pre>\n<h3>\u51c6\u5907DeepStream SDK\u3002<\/h3>\n<p>\u6211\u6253\u7b97\u4f7f\u7528NVIDIA GPU CLOUD\u63d0\u4f9b\u7684\u5b98\u65b9\u56fe\u50cf\u6765\u4f7f\u7528DeepStream SDK\u3002<\/p>\n<p>\u4f7f\u7528\u7684\u56fe\u50cf\u662fnvcr.io\/nvidia\/deepstream:4.0.1-19.09-samples\u3002<\/p>\n<p>\u6211\u4f1a\u63d0\u524d\u62c9\u53d6\u3002<\/p>\n<pre class=\"post-pre\"><code>docker pull nvcr.io\/nvidia\/deepstream:4.0.1-19.09-samples\r\n<\/code><\/pre>\n<p>\u8fd9\u4e2a\u955c\u50cf\u4e2d\u5305\u542b\u7f16\u8bd1\u597d\u7684DeepStream SDK\u3001\u793a\u4f8b\u3001TensorRT\u548cGstreamer\u7b49\u6240\u9700\u7684\u4e00\u5207\u3002\u672c\u6b21\u6211\u4eec\u5c06\u4f7f\u7528\u6b64docker\u955c\u50cf\u4e2d\u5305\u542b\u7684\u793a\u4f8b\u5e94\u7528\u7a0b\u5e8f\u4e4b\u4e00\uff0c\u5373DeepStream Test 4\u3002\u8be5\u5e94\u7528\u7a0b\u5e8f\u53ef\u4ee5\u8fdb\u884c\u8f66\u8f86\/\u4eba\u5458\u7684\u68c0\u6d4b\u548c\u8bc6\u522b\uff0c\u5e76\u6bcf30\u5e27\u53d1\u9001\u4e00\u6b21\u8bc6\u522b\u7ed3\u679c\u6d88\u606f\u3002<\/p>\n<blockquote><p>\u76ee\u5f55\uff1a\/sources\/apps\/sample_apps\/deepstream-test4<br \/>\n\u63cf\u8ff0\uff1a\u6b64\u793a\u4f8b\u57fa\u4e8edeepstream-test1\u6837\u672c\uff0c\u7528\u4e8e\u5355\u4e2aH.264\u6d41 &#8211; filesrc\u3001decode\u3001nvstreammux\u3001nvinfer\u3001nvosd\u3001renderer\uff0c\u4ee5\u5c55\u793a\u5728IOT\u8fde\u63a5\u4e2d\u4f7f\u7528&#8221;nvmsgconv&#8221;\u548c&#8221;nvmsgbroker&#8221;\u63d2\u4ef6\u7684\u4f7f\u7528\u3002\u5bf9\u4e8e\u6d4b\u8bd54\uff0c\u7528\u6237\u9700\u8981\u4fee\u6539kafka broker\u8fde\u63a5\u5b57\u7b26\u4e32\u4ee5\u5b9e\u73b0\u6210\u529f\u8fde\u63a5\u3002\u5728\u8fd0\u884ctest4\u4e4b\u524d\uff0c\u9700\u8981\u8bbe\u7f6e\u5206\u6790\u670d\u52a1\u5668docker\u3002DeepStream\u5206\u6790\u6587\u6863\u4e2d\u6709\u5173\u4e8e\u8bbe\u7f6e\u5206\u6790\u670d\u52a1\u5668\u7684\u66f4\u591a\u4fe1\u606f\u3002<\/p><\/blockquote>\n<p>\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u67e5\u770bREADME\u548c\u4f7f\u7528\u8bf4\u660e\u3002<\/p>\n<pre class=\"post-pre\"><code>docker run <span class=\"nt\">--gpus<\/span> 0 <span class=\"nt\">--rm<\/span> <span class=\"nt\">-it<\/span> <span class=\"se\">\\<\/span>\r\n    nvcr.io\/nvidia\/deepstream:4.0.1-19.09-samples <span class=\"se\">\\<\/span>\r\n    <span class=\"nb\">cat<\/span> \/root\/deepstream_sdk_v4.0.1_x86_64\/sources\/apps\/sample_apps\/deepstream-test4\/README\r\n<span class=\"c\"># README\u304c\u8868\u793a\u3055\u308c\u308b<\/span>\r\ndocker run <span class=\"nt\">--gpus<\/span> 0 <span class=\"nt\">--rm<\/span> <span class=\"nt\">-it<\/span> <span class=\"se\">\\<\/span>\r\n    nvcr.io\/nvidia\/deepstream:4.0.1-19.09-samples <span class=\"se\">\\<\/span>\r\n    \/opt\/nvidia\/deepstream\/deepstream-4.0\/bin\/deepstream-test4-app\r\n<span class=\"c\"># \/opt\/nvidia\/deepstream\/deepstream-4.0\/bin\/deepstream-test4-app \\<\/span>\r\n<span class=\"c\"># -i &lt;H264 filename&gt; -p &lt;Proto adaptor library&gt; --conn-str=&lt;Connection string<\/span>\r\n<\/code><\/pre>\n<p>\u6839\u636e\u8fd9\u4e2aREADME\uff0c\u901a\u8fc7\u8bbe\u7f6e&#8211;proto-lib\u3001&#8211;conn-str\u548c&#8211;topic\u9009\u9879\uff0c\u53ef\u4ee5\u4f7f\u7528AMQP\u3002<\/p>\n<blockquote><p>1. \u4f7f\u7528 &#8211;proto-lib \u6216 -p \u547d\u4ee4\u884c\u9009\u9879\u8bbe\u7f6e\u9002\u914d\u5668\u5e93\u7684\u8def\u5f84\u3002<br \/>\n\u9002\u914d\u5668\u5e93\u53ef\u4ee5\u5728 \/opt\/nvidia\/deepstream\/deepstream-\/lib \u627e\u5230\u3002<\/p>\n<p>Kafka \u5e93 &#8211; libnvds_kafka_proto.so<br \/>\nAzure \u8bbe\u5907\u5ba2\u6237\u7aef &#8211; libnvds_azure_proto.so<br \/>\nAMQP \u5e93 &#8211; libnvds_amqp_proto.so<\/p>\n<p>2. \u6839\u636e\u9700\u8981\u4f7f\u7528 &#8211;conn-str \u547d\u4ee4\u884c\u9009\u9879\u8bbe\u7f6e\u4e0e\u540e\u7aef\u670d\u52a1\u5668\u7684\u8fde\u63a5\u3002<br \/>\n\u5bf9\u4e8e Azure &#8211; \u5b8c\u6574\u7684 Azure \u8fde\u63a5\u5b57\u7b26\u4e32<br \/>\n\u5bf9\u4e8e Kafka &#8211; \u683c\u5f0f\u4e3a\uff1ahost;port;topic \u7684\u8fde\u63a5\u5b57\u7b26\u4e32<br \/>\n\u5bf9\u4e8e Amqp &#8211; \u683c\u5f0f\u4e3a\uff1ahost;port;username \u7684\u8fde\u63a5\u5b57\u7b26\u4e32\u3002\u5bc6\u7801\u5e94\u5728 cfg_amqp.txt \u4e2d\u63d0\u4f9b\u3002<\/p>\n<p>3. \u4f7f\u7528 &#8211;topic \u6216 -t \u547d\u4ee4\u884c\u9009\u9879\u63d0\u4f9b\u6d88\u606f\u4e3b\u9898\uff08\u53ef\u9009\uff09\u3002<br \/>\nKafka \u6d88\u606f\u9002\u914d\u5668\u4e5f\u53ef\u4ee5\u5728\u8fde\u63a5\u5b57\u7b26\u4e32\u683c\u5f0f\u4e2d\u5d4c\u5165\u4e3b\u9898\u53c2\u6570<br \/>\n\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u547d\u4ee4\u884c\u4e2d\u7684 &#8220;topic&#8221; \u5e94\u4e0e\u8fde\u63a5\u5b57\u7b26\u4e32\u4e2d\u7684\u4e3b\u9898\u5339\u914d\u3002<\/p><\/blockquote>\n<p>\u5728\u542f\u52a8AMQP\u670d\u52a1\u5668\u65f6\uff0c\u60a8\u53ef\u4ee5\u5c06\u4e3b\u673a\u8bbe\u7f6e\u4e3arabbitmq\uff0c\u7aef\u53e3\u8bbe\u7f6e\u4e3a15672\uff0c\u7528\u6237\u8bbe\u7f6e\u4e3aguest\uff0c\u7136\u540e\u6267\u884c-c rabbitmq;5672;guesttopic deepstream -c cfg_amqp.txt\u3002<\/p>\n<p>libnvds_amqp_proto.so\u7684\u5b58\u50a8\u4f4d\u7f6e\u4f4d\u4e8edocker\u955c\u50cf\u5185\u7684\/opt\/nvidia\/deepstream\/deepstream-4.0\/lib\/libnvds_amqp_proto.so\u3002<\/p>\n<h3>\u6d88\u8d39\u8005\u7684\u51c6\u5907<\/h3>\n<p>\u51c6\u5907\u4e00\u4e2a\u5bb9\u5668\u6765\u4eceAMQP\u670d\u52a1\u5668\u63a5\u6536\u6d88\u606f\u5e76\u53d1\u9001\u901a\u77e5\u5230LINE\u3002<br \/>\n\u4e3a\u4e86\u53d1\u9001\u901a\u77e5\u5230LINE\uff0c\u6211\u4eec\u5c06\u4f7f\u7528LINE Notify\u3002<br \/>\n\u5f53\u4e0eWeb\u670d\u52a1\u8fdb\u884c\u534f\u4f5c\u65f6\uff0c\u901a\u77e5\u5c06\u6765\u81eaLINE\u63d0\u4f9b\u7684\u5b98\u65b9\u8d26\u53f7\u201cLINE Notify\u201d\u3002<br \/>\n\u6211\u4eec\u5c06\u4f7f\u7528Python\u7f16\u5199\u7528\u4e8e\u8fd9\u4e2a\u201cWeb\u670d\u52a1\u201d\u7684\u4e13\u7528TOKEN\u3002<br \/>\n\u83b7\u53d6\u5e76\u4fdd\u5b58\u4e13\u7528TOKEN\uff0c\u5728\u6267\u884c\u65f6\u4f7f\u7528\u8be5TOKEN\u8fdb\u884c\u8eab\u4efd\u9a8c\u8bc1\uff0c\u5e76\u901a\u8fc7\u5411\u7279\u5b9aURL\u53d1\u9001POST\u8bf7\u6c42\u6765\u53d1\u9001\u901a\u77e5\u3002<br \/>\n\u6839\u636e\u8fd9\u7bc7\u6587\u7ae0\uff0c\u6211\u4eec\u5df2\u7ecf\u83b7\u53d6\u4e86TOKEN\u5e76\u5c06\u5728\u6267\u884c\u8fc7\u7a0b\u4e2d\u4f7f\u7528\u5b83\uff0c\u6240\u4ee5\u8bf7\u8bb0\u4e0b\u5728\u67d0\u4e2a\u5730\u65b9\u5907\u5fd8\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">pika<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">json<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">requests<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">os<\/span>\r\n\r\n<span class=\"n\">LINE_URL<\/span> <span class=\"o\">=<\/span> <span class=\"s\">\"https:\/\/notify-api.line.me\/api\/notify\"<\/span>\r\n<span class=\"n\">line_token<\/span> <span class=\"o\">=<\/span> <span class=\"n\">os<\/span><span class=\"p\">.<\/span><span class=\"n\">environ<\/span><span class=\"p\">[<\/span><span class=\"s\">'LINE_TOKEN'<\/span><span class=\"p\">]<\/span> <span class=\"c1\">#\u74b0\u5883\u5909\u6570\u304b\u3089TOKEN\u3092\u6301\u3063\u3066\u304f\u308b\r\n<\/span><span class=\"n\">message_format<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'''\r\n\u6642\u523b: {time:s}\r\n\u5834\u6240: {place:s}\r\n\u30ab\u30e1\u30e9: {camera:s}\r\n\u691c\u51fa\u3055\u308c\u305f\u7269\u4f53: {object:s}\r\n'''<\/span>\r\n\r\n\r\n<span class=\"k\">def<\/span> <span class=\"nf\">main<\/span><span class=\"p\">():<\/span>\r\n    <span class=\"c1\"># mqtt\u306b\u63a5\u7d9a\u3059\u308b\r\n<\/span>    <span class=\"n\">credentials<\/span> <span class=\"o\">=<\/span> <span class=\"n\">pika<\/span><span class=\"p\">.<\/span><span class=\"n\">PlainCredentials<\/span><span class=\"p\">(<\/span><span class=\"s\">'guest'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'guest'<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"n\">connect_param<\/span> <span class=\"o\">=<\/span> <span class=\"n\">pika<\/span><span class=\"p\">.<\/span><span class=\"n\">ConnectionParameters<\/span><span class=\"p\">(<\/span>\r\n        <span class=\"n\">host<\/span><span class=\"o\">=<\/span><span class=\"s\">'rabbitmq'<\/span><span class=\"p\">,<\/span>  <span class=\"c1\">#docker-compsoe-amqp\u3067container\u306b\u3064\u3051\u305f\u30db\u30b9\u30c8\u540d\r\n<\/span>        <span class=\"n\">credentials<\/span><span class=\"o\">=<\/span><span class=\"n\">credentials<\/span>\r\n    <span class=\"p\">)<\/span>\r\n    <span class=\"n\">connection<\/span> <span class=\"o\">=<\/span> <span class=\"n\">pika<\/span><span class=\"p\">.<\/span><span class=\"n\">BlockingConnection<\/span><span class=\"p\">(<\/span><span class=\"n\">connect_param<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"n\">channel<\/span> <span class=\"o\">=<\/span> <span class=\"n\">connection<\/span><span class=\"p\">.<\/span><span class=\"n\">channel<\/span><span class=\"p\">()<\/span>\r\n\r\n    <span class=\"c1\"># line\u8a8d\u8a3c\u7528\u306etoken\r\n<\/span>    <span class=\"n\">line_headers<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span><span class=\"s\">\"Authorization\"<\/span><span class=\"p\">:<\/span> <span class=\"s\">\"Bearer {}\"<\/span><span class=\"p\">.<\/span><span class=\"nb\">format<\/span><span class=\"p\">(<\/span><span class=\"n\">line_token<\/span><span class=\"p\">)}<\/span>\r\n\r\n    <span class=\"k\">for<\/span> <span class=\"n\">method_frame<\/span><span class=\"p\">,<\/span> <span class=\"n\">properties<\/span><span class=\"p\">,<\/span> <span class=\"n\">body<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">channel<\/span><span class=\"p\">.<\/span><span class=\"n\">consume<\/span><span class=\"p\">(<\/span>\r\n        <span class=\"s\">'test'<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"n\">inactivity_timeout<\/span><span class=\"o\">=<\/span><span class=\"mi\">30<\/span>  <span class=\"c1\"># 30\u79d2\u65b0\u898f\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u306a\u3051\u308c\u3070break\u3059\u308b\r\n<\/span>    <span class=\"p\">):<\/span>\r\n        <span class=\"k\">if<\/span> <span class=\"n\">method_frame<\/span> <span class=\"ow\">is<\/span> <span class=\"bp\">None<\/span><span class=\"p\">:<\/span>\r\n            <span class=\"k\">break<\/span>\r\n\r\n        <span class=\"n\">message<\/span> <span class=\"o\">=<\/span> <span class=\"n\">json<\/span><span class=\"p\">.<\/span><span class=\"n\">loads<\/span><span class=\"p\">(<\/span><span class=\"n\">body<\/span><span class=\"p\">)<\/span>\r\n        <span class=\"k\">if<\/span> <span class=\"s\">'vehicle'<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">message<\/span><span class=\"p\">[<\/span><span class=\"s\">'object'<\/span><span class=\"p\">].<\/span><span class=\"n\">keys<\/span><span class=\"p\">():<\/span>\r\n            <span class=\"n\">obj_data<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'{} {} {}'<\/span><span class=\"p\">.<\/span><span class=\"nb\">format<\/span><span class=\"p\">(<\/span>\r\n                <span class=\"n\">message<\/span><span class=\"p\">[<\/span><span class=\"s\">'object'<\/span><span class=\"p\">][<\/span><span class=\"s\">'vehicle'<\/span><span class=\"p\">][<\/span><span class=\"s\">'make'<\/span><span class=\"p\">],<\/span>\r\n                <span class=\"n\">message<\/span><span class=\"p\">[<\/span><span class=\"s\">'object'<\/span><span class=\"p\">][<\/span><span class=\"s\">'vehicle'<\/span><span class=\"p\">][<\/span><span class=\"s\">'model'<\/span><span class=\"p\">],<\/span>\r\n                <span class=\"n\">message<\/span><span class=\"p\">[<\/span><span class=\"s\">'object'<\/span><span class=\"p\">][<\/span><span class=\"s\">'vehicle'<\/span><span class=\"p\">][<\/span><span class=\"s\">'color'<\/span><span class=\"p\">],<\/span>\r\n            <span class=\"p\">)<\/span>\r\n        <span class=\"k\">elif<\/span> <span class=\"s\">'person'<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">message<\/span><span class=\"p\">[<\/span><span class=\"s\">'object'<\/span><span class=\"p\">].<\/span><span class=\"n\">keys<\/span><span class=\"p\">():<\/span>\r\n            <span class=\"n\">obj_data<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'Person {} {}'<\/span><span class=\"p\">.<\/span><span class=\"nb\">format<\/span><span class=\"p\">(<\/span>\r\n                <span class=\"n\">message<\/span><span class=\"p\">[<\/span><span class=\"s\">'object'<\/span><span class=\"p\">][<\/span><span class=\"s\">'person'<\/span><span class=\"p\">][<\/span><span class=\"s\">'age'<\/span><span class=\"p\">],<\/span>\r\n                <span class=\"n\">message<\/span><span class=\"p\">[<\/span><span class=\"s\">'object'<\/span><span class=\"p\">][<\/span><span class=\"s\">'person'<\/span><span class=\"p\">][<\/span><span class=\"s\">'gender'<\/span><span class=\"p\">]<\/span>\r\n            <span class=\"p\">)<\/span>\r\n        <span class=\"k\">else<\/span><span class=\"p\">:<\/span>\r\n            <span class=\"n\">obj_data<\/span> <span class=\"o\">=<\/span> <span class=\"s\">''<\/span>\r\n        <span class=\"n\">payload<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span>\r\n            <span class=\"s\">\"message\"<\/span><span class=\"p\">:<\/span> <span class=\"n\">message_format<\/span><span class=\"p\">.<\/span><span class=\"nb\">format<\/span><span class=\"p\">(<\/span>\r\n                <span class=\"n\">time<\/span><span class=\"o\">=<\/span><span class=\"n\">message<\/span><span class=\"p\">[<\/span><span class=\"s\">'@timestamp'<\/span><span class=\"p\">],<\/span>\r\n                <span class=\"n\">place<\/span><span class=\"o\">=<\/span><span class=\"s\">'{}_{}({})'<\/span><span class=\"p\">.<\/span><span class=\"nb\">format<\/span><span class=\"p\">(<\/span>\r\n                    <span class=\"n\">message<\/span><span class=\"p\">[<\/span><span class=\"s\">'place'<\/span><span class=\"p\">][<\/span><span class=\"s\">'id'<\/span><span class=\"p\">],<\/span>\r\n                    <span class=\"n\">message<\/span><span class=\"p\">[<\/span><span class=\"s\">'place'<\/span><span class=\"p\">][<\/span><span class=\"s\">'name'<\/span><span class=\"p\">],<\/span>\r\n                    <span class=\"n\">message<\/span><span class=\"p\">[<\/span><span class=\"s\">'place'<\/span><span class=\"p\">][<\/span><span class=\"s\">'type'<\/span><span class=\"p\">],<\/span>\r\n                <span class=\"p\">),<\/span>\r\n                <span class=\"n\">camera<\/span><span class=\"o\">=<\/span><span class=\"n\">message<\/span><span class=\"p\">[<\/span><span class=\"s\">'sensor'<\/span><span class=\"p\">][<\/span><span class=\"s\">'id'<\/span><span class=\"p\">],<\/span>\r\n                <span class=\"nb\">object<\/span><span class=\"o\">=<\/span><span class=\"n\">obj_data<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"p\">)<\/span>\r\n        <span class=\"p\">}<\/span>\r\n        <span class=\"n\">r<\/span> <span class=\"o\">=<\/span> <span class=\"n\">requests<\/span><span class=\"p\">.<\/span><span class=\"n\">post<\/span><span class=\"p\">(<\/span>\r\n            <span class=\"n\">LINE_URL<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"n\">headers<\/span><span class=\"o\">=<\/span><span class=\"n\">line_headers<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"n\">params<\/span><span class=\"o\">=<\/span><span class=\"n\">payload<\/span>\r\n        <span class=\"p\">)<\/span>\r\n        <span class=\"n\">channel<\/span><span class=\"p\">.<\/span><span class=\"n\">basic_ack<\/span><span class=\"p\">(<\/span><span class=\"n\">method_frame<\/span><span class=\"p\">.<\/span><span class=\"n\">delivery_tag<\/span><span class=\"p\">)<\/span>\r\n\r\n    <span class=\"c1\"># consumer\u3092\u30ad\u30e3\u30f3\u30bb\u30eb\u3057\u3001pending\u4e2d\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u3042\u308c\u3070return\r\n<\/span>    <span class=\"n\">requeued_messages<\/span> <span class=\"o\">=<\/span> <span class=\"n\">channel<\/span><span class=\"p\">.<\/span><span class=\"n\">cancel<\/span><span class=\"p\">()<\/span>\r\n    <span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"s\">'Requeued %i messages'<\/span> <span class=\"o\">%<\/span> <span class=\"n\">requeued_messages<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"n\">connection<\/span><span class=\"p\">.<\/span><span class=\"n\">close<\/span><span class=\"p\">()<\/span>\r\n\r\n\r\n<span class=\"k\">if<\/span> <span class=\"n\">__name__<\/span> <span class=\"o\">==<\/span> <span class=\"s\">'__main__'<\/span><span class=\"p\">:<\/span>\r\n    <span class=\"n\">main<\/span><span class=\"p\">()<\/span>\r\n<\/code><\/pre>\n<p>\u8f7d\u8377 = \u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u6b63\u5728\u5904\u7406\u901a\u8fc7DeepStream SDK\u4eceAMQP\u4f20\u9012\u7684\u6d88\u606f\u3002<br \/>\n\u6765\u81eaDeepStream Test 4\u7684\u6d88\u606f\u4ee5json\u683c\u5f0f\u6bcf30\u5e27\u53d1\u9001\u4e00\u6b21\uff08DeepStream Test 4\u7684\u8bbe\u7f6e\uff09\u3002<br \/>\n\u6d88\u606f\u4e2d\u5305\u542b\u4ee5\u4e0b\u683c\u5f0f\u4e2d\u5b58\u50a8\u7684\u4e00\u4e2a\u68c0\u6d4b\u5230\u7684\u5bf9\u8c61\u7684\u4fe1\u606f\uff1a<br \/>\n\u4fdd\u5b58\u5728place\u4e2d\u7684\u62cd\u6444\u5730\u70b9\u4fe1\u606f\uff0c\u4fdd\u5b58\u5728camera\u4e2d\u7684\u76f8\u673a\u4fe1\u606f\uff0c\u65f6\u95f4\uff0c\u63d0\u53d6\u7269\u4f53\u4fe1\u606f\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"p\">{<\/span>\r\n    <span class=\"nl\">\"messageid\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"a8c57c62-5e25-478d-a909-3ab064cbf11f\"<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"mdsversion\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"1.0\"<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"@timestamp\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"2019-11-17T13:42:39.807Z\"<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"place\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"nl\">\"id\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"1\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"name\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"XYZ\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"garage\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"location\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n            <span class=\"nl\">\"lat\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">30.32<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"lon\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">-40.55<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"alt\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">100.0<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"nl\">\"aisle\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n            <span class=\"nl\">\"id\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"walsh\"<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"name\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"lane1\"<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"level\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"P2\"<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"coordinate\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n                <span class=\"nl\">\"x\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">1.0<\/span><span class=\"p\">,<\/span>\r\n                <span class=\"nl\">\"y\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">2.0<\/span><span class=\"p\">,<\/span>\r\n                <span class=\"nl\">\"z\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">3.0<\/span>\r\n            <span class=\"p\">}<\/span>\r\n        <span class=\"p\">}<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"nl\">\"sensor\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"nl\">\"id\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"CAMERA_ID\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"Camera\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"description\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"<\/span><span class=\"se\">\\\"<\/span><span class=\"s2\">Entrance of Garage Right Lane<\/span><span class=\"se\">\\\"<\/span><span class=\"s2\">\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"location\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n            <span class=\"nl\">\"lat\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">45.293701447<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"lon\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">-75.8303914499<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"alt\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">48.1557479338<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"nl\">\"coordinate\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n            <span class=\"nl\">\"x\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">5.2<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"y\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">10.1<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"z\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">11.2<\/span>\r\n        <span class=\"p\">}<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"nl\">\"analyticsModule\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"nl\">\"id\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"XYZ\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"description\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"<\/span><span class=\"se\">\\\"<\/span><span class=\"s2\">Vehicle Detection and License Plate Recognition<\/span><span class=\"se\">\\\"<\/span><span class=\"s2\">\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"source\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"OpenALR\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"version\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"1.0\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"confidence\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">0.0<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"nl\">\"object\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"nl\">\"id\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"-1\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"speed\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">0.0<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"direction\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">0.0<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"orientation\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">0.0<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"vehicle\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n            <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"sedan\"<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"make\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"Bugatti\"<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"model\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"M\"<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"color\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"blue\"<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"licenseState\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"CA\"<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"license\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"XX1234\"<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"confidence\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">0.0<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"nl\">\"bbox\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n            <span class=\"nl\">\"topleftx\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">585<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"toplefty\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">472<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"bottomrightx\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">642<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"bottomrighty\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">518<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"nl\">\"location\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n            <span class=\"nl\">\"lat\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">0.0<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"lon\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">0.0<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"alt\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">0.0<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"nl\">\"coordinate\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n            <span class=\"nl\">\"x\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">0.0<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"y\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">0.0<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"z\"<\/span><span class=\"p\">:<\/span> <span class=\"mf\">0.0<\/span>\r\n        <span class=\"p\">}<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"nl\">\"event\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"nl\">\"id\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"4f8436ab-c611-4257-8b83-b9134c6cab0d\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"moving\"<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"nl\">\"videoPath\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"\"<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u4f7f\u7528Dockerfile\u521b\u5efa\u5305\u542b\u4e0a\u8ff0consumer\u7684\u5bb9\u5668\u6620\u50cf\u3002\u9996\u5148\u5b89\u88c5Python3\uff0c\u7136\u540e\u4f7f\u7528pip\u5b89\u88c5\u6240\u9700\u7684Python\u5305\u3002\u6700\u540e\u5c06\u6e90\u4ee3\u7801\u590d\u5236\u8fdb\u53bb\u5373\u53ef\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">FROM<\/span><span class=\"s\"> ubuntu:18.04<\/span>\r\n\r\n<span class=\"k\">RUN <\/span>apt-get update <span class=\"se\">\\\r\n<\/span>    <span class=\"o\">&amp;&amp;<\/span> apt-get <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> python3-pip python3-dev <span class=\"se\">\\\r\n<\/span>    <span class=\"o\">&amp;&amp;<\/span> <span class=\"nb\">cd<\/span> \/usr\/local\/bin <span class=\"se\">\\\r\n<\/span>    <span class=\"o\">&amp;&amp;<\/span> <span class=\"nb\">ln<\/span> <span class=\"nt\">-s<\/span> \/usr\/bin\/python3 python <span class=\"se\">\\\r\n<\/span>    <span class=\"o\">&amp;&amp;<\/span> pip3 <span class=\"nb\">install<\/span> <span class=\"nt\">--upgrade<\/span> pip <span class=\"se\">\\\r\n<\/span>    <span class=\"o\">&amp;&amp;<\/span> apt-get clean <span class=\"se\">\\\r\n<\/span>    <span class=\"o\">&amp;&amp;<\/span> <span class=\"nb\">rm<\/span> <span class=\"nt\">-rf<\/span> \/var\/lib\/apt\/lists\/<span class=\"k\">*<\/span>\r\n\r\n<span class=\"k\">COPY<\/span><span class=\"s\"> requirements.txt \/tmp\/requirements.txt<\/span>\r\n<span class=\"k\">RUN <\/span>pip3 <span class=\"nb\">install<\/span> <span class=\"nt\">-r<\/span> \/tmp\/requirements.txt\r\n\r\n<span class=\"k\">COPY<\/span><span class=\"s\"> src \/opt\/src<\/span>\r\n<span class=\"k\">WORKDIR<\/span><span class=\"s\"> \/opt\/src<\/span>\r\n\r\n<span class=\"k\">CMD<\/span><span class=\"s\"> [\"python3\", \".\/receive.py\"]<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>pika\r\nrequests\r\n<\/code><\/pre>\n<h3>\u6267\u884c<\/h3>\n<p>\u4f7f\u7528docker-compose\u542f\u52a8DeepStream SDK\u548cconsumer\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">version<\/span><span class=\"pi\">:<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">2.3\"<\/span>\r\n<span class=\"na\">services<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">deepstream<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">image<\/span><span class=\"pi\">:<\/span> <span class=\"s\">nvcr.io\/nvidia\/deepstream:4.0.1-19.09-samples<\/span>\r\n    <span class=\"na\">runtime<\/span><span class=\"pi\">:<\/span> <span class=\"s\">nvidia<\/span>\r\n    <span class=\"na\">hostname<\/span><span class=\"pi\">:<\/span> <span class=\"s\">deepstream<\/span>\r\n    <span class=\"na\">container_name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">deepstream<\/span>\r\n    <span class=\"na\">command<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">&gt;<\/span>\r\n      <span class=\"s\">\/opt\/nvidia\/deepstream\/deepstream-4.0\/bin\/deepstream-test4-app<\/span>\r\n      <span class=\"s\">-i \/root\/videos\/test.h264<\/span>\r\n      <span class=\"s\">-p \/opt\/nvidia\/deepstream\/deepstream-4.0\/lib\/libnvds_amqp_proto.so<\/span>\r\n      <span class=\"s\">-c cfg_amqp.txt<\/span>\r\n      <span class=\"s\">-t deepstream<\/span>\r\n      <span class=\"s\">--conn-str rabbitmq;5672;guest<\/span>\r\n    <span class=\"na\">cap_add<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">SYSLOG<\/span>\r\n    <span class=\"na\">working_dir<\/span><span class=\"pi\">:<\/span> <span class=\"s\">\/root\/deepstream_sdk_v4.0.1_x86_64\/sources\/apps\/sample_apps\/deepstream-test4<\/span>\r\n    <span class=\"na\">networks<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">deepstream-line_default<\/span>\r\n    <span class=\"na\">volumes<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">.\/videos:\/root\/videos<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">\/tmp\/.X11-unix:\/tmp\/.X11-unix<\/span>\r\n    <span class=\"na\">environment<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">DISPLAY=$DISPLAY<\/span>\r\n  <span class=\"na\">consumer<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">build<\/span><span class=\"pi\">:<\/span> <span class=\"s\">.\/docker<\/span>\r\n    <span class=\"na\">hostname<\/span><span class=\"pi\">:<\/span> <span class=\"s\">consumer<\/span>\r\n    <span class=\"na\">container_name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">consumer<\/span>\r\n    <span class=\"na\">environment<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"na\">LINE_TOKEN<\/span><span class=\"pi\">:<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">XXX\"<\/span>\r\n    <span class=\"na\">networks<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">deepstream-line_default<\/span>\r\n<span class=\"na\">networks<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">deepstream-line_default<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">external<\/span><span class=\"pi\">:<\/span> <span class=\"no\">true<\/span>\r\n<\/code><\/pre>\n<p>\u8bf7\u5c06\u83b7\u53d6\u5230\u7684TOKEN\u7c98\u8d34\u5230&#8221;XXXXXXXX&#8221;\u5904\u3002\u8fd9\u6837\uff0c\u60a8\u5c31\u53ef\u4ee5\u6536\u5230\u901a\u77e5\u4e86\u3002<\/p>\n<p>\u5f53\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c\u65f6\uff0c\u5904\u7406\u7a0b\u5e8f\u5c06\u5f00\u59cb\u8fd0\u884c\u3002<\/p>\n<pre class=\"post-pre\"><code>xhost + <span class=\"c\"># docker\u304b\u3089\u7d50\u679c\u306edisplay\u8868\u793a\u304c\u3067\u304d\u308b\u3088\u3046\u306b<\/span>\r\ndocker-compose build <span class=\"c\"># consumer\u306ebuild\u51e6\u7406<\/span>\r\ndocker-compose up <span class=\"nt\">-d<\/span>\r\n<\/code><\/pre>\n<p>\u7531\u4e8e\u8fd9\u4e2a\u5047\u8bbe\u662f\u9488\u5bf9\u6709\u663e\u793a\u5c4f\u7684\u73af\u5883\u7684\uff0c\u6240\u4ee5\u5982\u679c\u8981\u5728\u670d\u52a1\u5668\u6216\u5176\u4ed6\u5730\u65b9\u8fd0\u884c\uff0c\u9700\u8981\u8fdb\u884c\u4e00\u4e9b\u7b80\u5355\u7684\u4fee\u6b63\u3002<\/p>\n<h2>\u7ed3\u679c (ji\u00e9 gu\u01d2)<\/h2>\n<p>\u5f53\u8fd0\u884cdocker-compose up\u65f6\uff0c\u4f1a\u542f\u52a8\u89c6\u9891\u8bc6\u522b\u5904\u7406\uff0c\u5e76\u901a\u8fc7LINE\u53d1\u9001\u901a\u77e5\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7c88913a08637a69cb31\/66-0.gif\" alt=\"result_all.gif\" \/><\/div>\n<p>\u5728\u7535\u8111\u7248LINE\u4e0a\uff0c\u901a\u77e5\u4f1a\u4ee5\u4ee5\u4e0b\u65b9\u5f0f\u4f20\u8fbe\u7ed9\u60a8\uff0c\u4f46\u5728\u624b\u673a\u4e0a\u5219\u4f1a\u5982\u4e0b\u6240\u793a\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7c88913a08637a69cb31\/68-0.jpeg\" alt=\"Screenshot_20191206-212712_LINE.jpg\" \/><\/div>\n<h2>\u6700\u540e<\/h2>\n<p>\u6211\u5011\u4ecb\u7d39\u4e86\u5982\u4f55\u4f7f\u7528 DeepStream SDK \u9032\u884c\u5feb\u901f\u8996\u983b\u8b58\u5225\u4e26\u901a\u904e LINE \u9032\u884c\u901a\u77e5\u7684\u65b9\u6cd5\u3002\u96d6\u7136\u672c\u6b21\u4f7f\u7528\u4e86\u666e\u901a\u4f3a\u670d\u5668\uff0c\u4f46\u662f\u901a\u904e\u4f7f\u7528 deepstream-l4t \u5bb9\u5668\uff0c\u61c9\u8a72\u4e5f\u53ef\u4ee5\u5728\u50cf Jetson \u7684\u908a\u7de3 GPU \u6a5f\u5668\u4e0a\u9032\u884c\u76f8\u540c\u8655\u7406\u3002\u9019\u64f4\u5927\u4e86\u6211\u5011\u81ea\u5df1\u88fd\u4f5c AI \u76f8\u6a5f\u4e4b\u5922\u60f3\u7684\u53ef\u80fd\u6027\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u8fd9\u6b21\u5728DeepStream SDK\u7684\u5e94\u7528\u7a0b\u5e8f\u4e2d\uff0c\u6211\u4eec\u65e0\u6cd5\u4f7f\u7528\u81ea\u5df1\u559c\u6b22\u7684\u8bc6\u522b\u6a21\u578b\uff0c\u4e5f\u65e0\u6cd5\u66f4\u6539\u8f93\u51fa\u6570\u636e\u7684\u683c\u5f0f\u3002\u5982\u679c\u6709\u673a\u4f1a\u7684\u8bdd\uff0c\u6211\u4eec\u5c06\u4f1a\u4ecb\u7ecd\u5b83\u3002<\/p>\n<p>\u975e\u5e38\u611f\u8c22\u60a8\u4e00\u76f4\u9605\u8bfb\u5230\u6700\u540e\u3002<\/p>\n<div>\n<p>\u4e3a\u4e86\u52a0\u901f\u5728NVIDIA\u7684GPU\u4e0a\u8fdb\u884c\u6df1\u5ea6\u5b66\u4e60\u63a8\u7406\u5904\u7406\u800c\u8bbe\u8ba1\u7684\u5e93\u3002\u6211\u4eec\u4e4b\u524d\u6709\u4f7f\u7528\u8fc7TensorRT 5.0\u548cJetson Nano\u8fdb\u884c\u63a8\u7406\u52a0\u901f\u7b49\u65b9\u9762\u7684\u6587\u7ae0\u3002\u21a9<\/p>\n<p>\u5982\u679c\u5728\u6ca1\u6709\u663e\u793a\u5668\u7684\u670d\u52a1\u5668\u4e0a\u8fd0\u884c\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ecedocker-compose.yml\u6587\u4ef6\u7684deepstream\u90e8\u5206\u4e2d\u79fb\u9664\u73af\u5883\u53d8\u91cf\u5e76\u5728\u547d\u4ee4\u884c\u4e2d\u6dfb\u52a0&#8211;no-display\u9009\u9879\u6765\u6267\u884c\u3002\u21a9<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u4f7f\u7528DeepStream SDK\u8fdb\u884c\u5feb\u901f\u89c6\u9891\u8bc6\u522b\uff0c\u7136\u540e\u901a\u8fc7LINE\u8fdb\u884c\u901a\u77e5\u3002 \u672c\u6587\u662fNTT DOCOMO\u516c\u53f82 [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-47124","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u4f7f\u7528DeepStream SDK\u8fdb\u884c\u5b9e\u65f6\u89c6\u9891\u8bc6\u522b\uff0c\u5e76\u53d1\u9001\u901a\u77e5\u7ed9LINE - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u4f7f\u7528deepstream-sdk\u8fdb\u884c\u5b9e\u65f6\u89c6\u9891\u8bc6\u522b\uff0c\u5e76\u53d1\u9001\u901a\u77e5\u7ed9line\u3002\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u4f7f\u7528DeepStream SDK\u8fdb\u884c\u5b9e\u65f6\u89c6\u9891\u8bc6\u522b\uff0c\u5e76\u53d1\u9001\u901a\u77e5\u7ed9LINE\" \/>\n<meta property=\"og:description\" content=\"\u4f7f\u7528DeepStream SDK\u8fdb\u884c\u5feb\u901f\u89c6\u9891\u8bc6\u522b\uff0c\u7136\u540e\u901a\u8fc7LINE\u8fdb\u884c\u901a\u77e5\u3002 \u672c\u6587\u662fNTT DOCOMO\u516c\u53f82 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u4f7f\u7528deepstream-sdk\u8fdb\u884c\u5b9e\u65f6\u89c6\u9891\u8bc6\u522b\uff0c\u5e76\u53d1\u9001\u901a\u77e5\u7ed9line\u3002\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-04-23T21:21:45+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-30T08:27:28+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7c88913a08637a69cb31\/3-0.gif\" \/>\n<meta name=\"author\" content=\"\u6e05, \u626c\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u6e05, \u626c\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8deepstream-sdk%e8%bf%9b%e8%a1%8c%e5%ae%9e%e6%97%b6%e8%a7%86%e9%a2%91%e8%af%86%e5%88%ab%ef%bc%8c%e5%b9%b6%e5%8f%91%e9%80%81%e9%80%9a%e7%9f%a5%e7%bb%99line%e3%80%82\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8deepstream-sdk%e8%bf%9b%e8%a1%8c%e5%ae%9e%e6%97%b6%e8%a7%86%e9%a2%91%e8%af%86%e5%88%ab%ef%bc%8c%e5%b9%b6%e5%8f%91%e9%80%81%e9%80%9a%e7%9f%a5%e7%bb%99line%e3%80%82\/\",\"name\":\"\u4f7f\u7528DeepStream SDK\u8fdb\u884c\u5b9e\u65f6\u89c6\u9891\u8bc6\u522b\uff0c\u5e76\u53d1\u9001\u901a\u77e5\u7ed9LINE - Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2023-04-23T21:21:45+00:00\",\"dateModified\":\"2024-04-30T08:27:28+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/cb5556d2501da73d864cac945e8d9461\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8deepstream-sdk%e8%bf%9b%e8%a1%8c%e5%ae%9e%e6%97%b6%e8%a7%86%e9%a2%91%e8%af%86%e5%88%ab%ef%bc%8c%e5%b9%b6%e5%8f%91%e9%80%81%e9%80%9a%e7%9f%a5%e7%bb%99line%e3%80%82\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8deepstream-sdk%e8%bf%9b%e8%a1%8c%e5%ae%9e%e6%97%b6%e8%a7%86%e9%a2%91%e8%af%86%e5%88%ab%ef%bc%8c%e5%b9%b6%e5%8f%91%e9%80%81%e9%80%9a%e7%9f%a5%e7%bb%99line%e3%80%82\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8deepstream-sdk%e8%bf%9b%e8%a1%8c%e5%ae%9e%e6%97%b6%e8%a7%86%e9%a2%91%e8%af%86%e5%88%ab%ef%bc%8c%e5%b9%b6%e5%8f%91%e9%80%81%e9%80%9a%e7%9f%a5%e7%bb%99line%e3%80%82\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.silicloud.com\/zh\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u4f7f\u7528DeepStream SDK\u8fdb\u884c\u5b9e\u65f6\u89c6\u9891\u8bc6\u522b\uff0c\u5e76\u53d1\u9001\u901a\u77e5\u7ed9LINE\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/\",\"name\":\"Blog - Silicon Cloud\",\"description\":\"\",\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/cb5556d2501da73d864cac945e8d9461\",\"name\":\"\u6e05, \u626c\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/32a4239de8ff29adace466261d309424a1e5fe9f7e3036bf89fe03f2e3dbe717?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/32a4239de8ff29adace466261d309424a1e5fe9f7e3036bf89fe03f2e3dbe717?s=96&d=mm&r=g\",\"caption\":\"\u6e05, \u626c\"},\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/author\/qingyang\/\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8deepstream-sdk%e8%bf%9b%e8%a1%8c%e5%ae%9e%e6%97%b6%e8%a7%86%e9%a2%91%e8%af%86%e5%88%ab%ef%bc%8c%e5%b9%b6%e5%8f%91%e9%80%81%e9%80%9a%e7%9f%a5%e7%bb%99line%e3%80%82\/#local-main-organization-logo\",\"url\":\"\",\"contentUrl\":\"\",\"caption\":\"Blog - Silicon Cloud\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u4f7f\u7528DeepStream SDK\u8fdb\u884c\u5b9e\u65f6\u89c6\u9891\u8bc6\u522b\uff0c\u5e76\u53d1\u9001\u901a\u77e5\u7ed9LINE - Blog - Silicon Cloud","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:\/\/www.silicloud.com\/zh\/blog\/\u4f7f\u7528deepstream-sdk\u8fdb\u884c\u5b9e\u65f6\u89c6\u9891\u8bc6\u522b\uff0c\u5e76\u53d1\u9001\u901a\u77e5\u7ed9line\u3002\/","og_locale":"zh_CN","og_type":"article","og_title":"\u4f7f\u7528DeepStream SDK\u8fdb\u884c\u5b9e\u65f6\u89c6\u9891\u8bc6\u522b\uff0c\u5e76\u53d1\u9001\u901a\u77e5\u7ed9LINE","og_description":"\u4f7f\u7528DeepStream SDK\u8fdb\u884c\u5feb\u901f\u89c6\u9891\u8bc6\u522b\uff0c\u7136\u540e\u901a\u8fc7LINE\u8fdb\u884c\u901a\u77e5\u3002 \u672c\u6587\u662fNTT DOCOMO\u516c\u53f82 [&hellip;]","og_url":"https:\/\/www.silicloud.com\/zh\/blog\/\u4f7f\u7528deepstream-sdk\u8fdb\u884c\u5b9e\u65f6\u89c6\u9891\u8bc6\u522b\uff0c\u5e76\u53d1\u9001\u901a\u77e5\u7ed9line\u3002\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2023-04-23T21:21:45+00:00","article_modified_time":"2024-04-30T08:27:28+00:00","og_image":[{"url":"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7c88913a08637a69cb31\/3-0.gif"}],"author":"\u6e05, \u626c","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u6e05, \u626c","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"5 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8deepstream-sdk%e8%bf%9b%e8%a1%8c%e5%ae%9e%e6%97%b6%e8%a7%86%e9%a2%91%e8%af%86%e5%88%ab%ef%bc%8c%e5%b9%b6%e5%8f%91%e9%80%81%e9%80%9a%e7%9f%a5%e7%bb%99line%e3%80%82\/","url":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8deepstream-sdk%e8%bf%9b%e8%a1%8c%e5%ae%9e%e6%97%b6%e8%a7%86%e9%a2%91%e8%af%86%e5%88%ab%ef%bc%8c%e5%b9%b6%e5%8f%91%e9%80%81%e9%80%9a%e7%9f%a5%e7%bb%99line%e3%80%82\/","name":"\u4f7f\u7528DeepStream SDK\u8fdb\u884c\u5b9e\u65f6\u89c6\u9891\u8bc6\u522b\uff0c\u5e76\u53d1\u9001\u901a\u77e5\u7ed9LINE - Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website"},"datePublished":"2023-04-23T21:21:45+00:00","dateModified":"2024-04-30T08:27:28+00:00","author":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/cb5556d2501da73d864cac945e8d9461"},"breadcrumb":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8deepstream-sdk%e8%bf%9b%e8%a1%8c%e5%ae%9e%e6%97%b6%e8%a7%86%e9%a2%91%e8%af%86%e5%88%ab%ef%bc%8c%e5%b9%b6%e5%8f%91%e9%80%81%e9%80%9a%e7%9f%a5%e7%bb%99line%e3%80%82\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8deepstream-sdk%e8%bf%9b%e8%a1%8c%e5%ae%9e%e6%97%b6%e8%a7%86%e9%a2%91%e8%af%86%e5%88%ab%ef%bc%8c%e5%b9%b6%e5%8f%91%e9%80%81%e9%80%9a%e7%9f%a5%e7%bb%99line%e3%80%82\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8deepstream-sdk%e8%bf%9b%e8%a1%8c%e5%ae%9e%e6%97%b6%e8%a7%86%e9%a2%91%e8%af%86%e5%88%ab%ef%bc%8c%e5%b9%b6%e5%8f%91%e9%80%81%e9%80%9a%e7%9f%a5%e7%bb%99line%e3%80%82\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.silicloud.com\/zh\/blog\/"},{"@type":"ListItem","position":2,"name":"\u4f7f\u7528DeepStream SDK\u8fdb\u884c\u5b9e\u65f6\u89c6\u9891\u8bc6\u522b\uff0c\u5e76\u53d1\u9001\u901a\u77e5\u7ed9LINE"}]},{"@type":"WebSite","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website","url":"https:\/\/www.silicloud.com\/zh\/blog\/","name":"Blog - Silicon Cloud","description":"","inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/cb5556d2501da73d864cac945e8d9461","name":"\u6e05, \u626c","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/32a4239de8ff29adace466261d309424a1e5fe9f7e3036bf89fe03f2e3dbe717?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/32a4239de8ff29adace466261d309424a1e5fe9f7e3036bf89fe03f2e3dbe717?s=96&d=mm&r=g","caption":"\u6e05, \u626c"},"url":"https:\/\/www.silicloud.com\/zh\/blog\/author\/qingyang\/"},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8deepstream-sdk%e8%bf%9b%e8%a1%8c%e5%ae%9e%e6%97%b6%e8%a7%86%e9%a2%91%e8%af%86%e5%88%ab%ef%bc%8c%e5%b9%b6%e5%8f%91%e9%80%81%e9%80%9a%e7%9f%a5%e7%bb%99line%e3%80%82\/#local-main-organization-logo","url":"","contentUrl":"","caption":"Blog - Silicon Cloud"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/47124","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/comments?post=47124"}],"version-history":[{"count":2,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/47124\/revisions"}],"predecessor-version":[{"id":93000,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/47124\/revisions\/93000"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/media?parent=47124"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/categories?post=47124"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/tags?post=47124"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}