-- app_model_main:模型主信息表
CREATE TABLE `app_model_main` (
`id` int NOT NULL AUTO_INCREMENT COMMENT 'ID',
`name` varchar(50) COLLATE utf8mb4_unicode_ci NOT NULL DEFAULT '' COMMENT '模型名称',
`mark` varchar(50) COLLATE utf8mb4_unicode_ci NOT NULL DEFAULT '' COMMENT '模型标识',
`del_flag` int NOT NULL DEFAULT '0' COMMENT '删除标记',
`create_time` datetime NOT NULL ON UPDATE CURRENT_TIMESTAMP COMMENT '创建时间',
`create_id` int NOT NULL COMMENT '创建人ID',
`update_time` datetime DEFAULT NULL COMMENT '更新时间',
`update_id` int DEFAULT NULL COMMENT '更新人ID',
`dept_id` int DEFAULT NULL COMMENT '部门ID，用于数据权限',
PRIMARY KEY (`id`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='模型主信息表';
-- 添加version_num字段
ALTER TABLE`app_model_main`
ADD COLUMN `version_num` int NOT NULL COMMENT '版本数量' AFTER `name`；
-- app_model: 新增字段 version basedOnVersion modelMainId
ALTER TABLE `app_model`
ADD COLUMN `version` varchar(255) NULL COMMENT '版本' AFTER `remark`,
ADD COLUMN `based_on_version` varchar(255) NULL COMMENT '所基于版本' AFTER `version`,
ADD COLUMN `model_main_id` int NULL COMMENT '主模型ID' AFTER `based_on_version`;
ALTER TABLE `app_model`
ADD COLUMN `version_create_rule` integer NULL DEFAULT 1 COMMENT '规则生成规则：1：主版本号 2：次版本号' AFTER `model_main_id`;
ALTER TABLE `app_model`
ADD COLUMN `training_set_type` integer NULL DEFAULT 1 COMMENT '训练素材：1：当前训练集 2：新增数据集 3：基于当前模型 4：新增训练集' AFTER `version_create_rule`;
火焰：/usr/local/server/aicsp/uploadPath/ffmpeg/video/2023/08/23/630c661e-7dec-4917-b186-3aaae88cea44.mp4
nohup ffmpeg -re -stream_loop -1 -i /usr/local/server/aicsp/uploadPath/ffmpeg/video/2023/08/23/630c661e-7dec-4917-b186-3aaae88cea44.mp4 -c copy -f flv rtmp://192.168.1.20:1985/online/fire &
ffmpeg -f dshow -i video=“USB2.0 VGA UVC WebCam” -vcodec libx264 -acodec copy -preset:v ultrafast -tune:v zerolatency -f flv rtmp://39.97.214.170/live/livestream
<!DOCTYPE html>
<html lang="zh" xmlns:th="http://www.thymeleaf.org">
<head>
<th:block th:include="include :: header('确认参数，开始训练')"/>
<th:block th:include="include :: bootstrap-fileinput-css"/>
<th:block th:include="include :: select2-css"/>
</head>
<body class="white-bg">
<div class="wrapper wrapper-content animated fadeInRight ibox-content">
<form class="form-horizontal m" id="form-app_model-edit">
<div class="form-group">
<label class="col-sm-3 control-label"><h2>内存情况：</h2></label>
</div>
<div class="form-group">
<label class="col-sm-3 control-label">内存使用情况：</label>
<div class="col-sm-9">
<textarea style="height: 100px;" name="label" th:text="${info}" class="form-control"
readonly></textarea>
</div>
</div>
<div class="form-group">
<label class="col-sm-3 control-label"><h2>高级配置：</h2></label>
</div>
<div class="form-group">
<label class="col-sm-3 control-label">聚类训练迭代次数（30 ~ 50）：</label>
<div class="col-sm-3">
<select name="clauculateK"
th:with="type=${@dict.getType('app_model_clauculate_k')}" class="form-control">
<option th:each="dict : ${type}" th:text="${dict.dictLabel}"
th:value="${dict.dictValue}"></option>
</select>
</div>
<!-- <div class="col-sm-1">-->
<!-- <input name="clauculateK" th:field="*{clauculateK}" class="form-control" type="text">-->
<!-- </div>-->
<label class="col-sm-3 control-label">迭代数据大小（1 ~ 128）：</label>
<div class="col-sm-3">
<select name="batchSize" th:with="type=${@dict.getType('app_model_batch_size')}"
class="form-control">
<option th:each="dict : ${type}" th:text="${dict.dictLabel}"
th:value="${dict.dictValue}"></option>
</select>
<!-- <input name="batchSize" th:field="*{batchSize}" class="form-control" type="text">-->
</div>
</div>
<div class="form-group">
<label class="col-sm-3 control-label">模型训练轮数：</label>
<div class="col-sm-3">
<select name="epochs" th:with="type=${@dict.getType('app_model_epochs')}"
class="form-control">
<option th:each="dict : ${type}" th:text="${dict.dictLabel}"
th:value="${dict.dictValue}"></option>
</select>
<!-- <input name="epochs" th:field="*{epochs}" class="form-control" type="text">-->
</div>
<label class="col-sm-3 control-label">模型训练设备：</label>
<div class="col-sm-3">
<select id="trainDevice" name="trainDevice" class="form-control">
<option th:each="gpuInfo : ${gpuInfos}" th:text="${gpuInfo.name}"
th:value="${gpuInfo.id}"></option>
</select>
<!-- <input name="trainDevice" th:field="*{trainDevice}" class="form-control" type="text">-->
</div>
</div>
<div class="form-group">
<label class="col-sm-3 control-label">模型训练图片大小：</label>
<div class="col-sm-3">
<select name="imageSize" th:with="type=${@dict.getType('app_model_image_size')}"
class="form-control">
<option th:each="dict : ${type}" th:text="${dict.dictLabel}"
th:value="${dict.dictValue}"></option>
</select>
<!-- <input name="imageSize" th:field="*{imageSize}" class="form-control" type="text">-->
</div>
<div id="trainCreateVersion">
<label class="col-sm-3 control-label">模型训练生成版本：</label>
<div class="col-sm-3">
<select name="modelVersion" th:with="type=${@dict.getType('app_model_version')}" class="form-control">
<option value="0" selected >默认空版本</option>
<option th:each="dict : ${type}" th:text="${dict.dictLabel}"
th:value="${dict.dictValue}"></option>
</select>
<!-- <input name="modelVersion" th:field="*{modelVersion}" class="form-control" type="text">-->
</div>
</div>
</div>
<div class="form-group">
<label class="col-sm-3 control-label">模型部署进程数：</label>
<div class="col-sm-3">
<select name="workers" th:with="type=${@dict.getType('app_model_workers')}"
class="form-control">
<option th:each="dict : ${type}" th:text="${dict.dictLabel}"
th:value="${dict.dictValue}"></option>
</select>
<!-- <input name="workers" th:field="*{workers}" class="form-control" type="text">-->
</div>
<label class="col-sm-3 control-label">模型部署设备：</label>
<div class="col-sm-3">
<select id="deployDevice" name="deployDevice" class="form-control">
<option th:each="gpuInfo : ${gpuInfos}" th:text="${gpuInfo.name}"
th:value="${gpuInfo.id}"></option>
</select>
<!-- <input name="deployDevice" th:field="*{deployDevice}" class="form-control" type="text">-->
</div>
</div>
<div class="form-group">
<label class="col-sm-3 control-label">训练基于版本：</label>
<div class="col-sm-3">
<select name="based_on_version" class="form-control" id="basedOnVersion">
<option selected="selected" value="-1">生成新版本</option>
<option th:each="appModelVersion : ${appModelVersions}" th:text="${appModelVersion.version}"
th:value="${appModelVersion.id}"></option>
</select>
</div>
<label class="col-sm-3 control-label">版本号生成规则：</label>
<div class="col-sm-3">
<div class="radio check-box">
<label><input type="radio" value="1" name="version_create_rule"> <i></i> 更新主版本号</label>
</div>
<div class="radio check-box">
<label><input type="radio" value="2" name="version_create_rule"> <i></i> 更新次版本号</label>
</div>
<!-- <input name="deployDevice" th:field="*{deployDevice}" class="form-control" type="text">-->
</div>
</div>
<div class="form-group">
<label class="col-sm-3 control-label">训练集：</label>
<div class="col-sm-3">
<div class="radio check-box" id="currentDataSet">
<label><input type="radio" value="1" name="training_set_type"> <i></i> 当前训练集</label>
</div>
<div class="radio check-box" id="baseDataAdd">
<label><input type="radio" value="2" name="training_set_type"> <i></i> 基于数据集新增数据集</label>
</div>
<div class="radio check-box" id="addData">
<label><input type="radio" value="3" name="training_set_type"> <i></i> 新增数据集</label>
</div>
</div>
</div>
<div class="form-group" id="trainData">
<label class="col-sm-3 control-label">上传数据集：</label>
<div class="col-sm-3">
<input name="path" class="form-control" type="hidden">
<div class="file-loading">
<input class="form-control file-upload trainData" accept="*.zip" id="path" name="file" type="file">
</div>
</div>
</div>
</form>
</div>
<th:block th:include="include :: footer"/>
<th:block th:include="include :: bootstrap-fileinput-js"/>
<th:block th:include="include :: select2-js"/>
<script th:inline="javascript">
var prefix = ctx + "pc/app_model";
$("#form-app_model-edit").validate({
focusCleanup: true
});
function submitHandler() {
if ($.validate.form()) {
$.operate.save(prefix + "/edit", $('#form-app_model-edit').serialize());
}
}
$(".file-upload").fileinput({
uploadUrl: prefix + '/uploadImage',
showClose: false, //是否显示关闭按钮
dropZoneEnabled: false,//是否显示拖拽区域
showPreview: false, //是否显示预览区域
maxFileCount: 1,
allowedFileExtensions: ['zip'],
autoReplace: true
}).on('fileuploaded', function (event, data, previewId, index) {
$("input[name='" + event.currentTarget.id + "']").val(data.response.url)
}).on('fileremoved', function (event, id, index) {
$("input[name='" + event.currentTarget.id + "']").val('')
})
$(function () {
//查看当前基于训练版本
const basedOnVersion = $("#basedOnVersion option:selected").val();
if (basedOnVersion === "-1") {
$("#currentDataSet").hide();
$("#baseDataAdd").hide();
$("#addData").show();
$("#addData").children().find("input").attr("checked", true);
$("#addData").children().find("input").parent().addClass('checked');
}
$('select[name="based_on_version"]').on('change', function (event) {
if ($(event.target).val() === "-1") {
$("#currentDataSet").hide();
$("#baseDataAdd").hide();
$("#trainData").show();
$("#addData").show();
$("#addData").children().find("input").attr("checked", true);
$("#addData").children().find("input").parent().addClass('checked');
$("#trainCreateVersion").show()
} else {
$("#currentDataSet").show();
$("#trainData").hide();
$("#currentDataSet").children().find("input").attr("checked", true);
$("#currentDataSet").children().find("input").parent().addClass('checked');
$("#baseDataAdd").show();
$("#addData").hide();
$("#trainCreateVersion").hide()
}
})
$('input[name="training_set_type"]').on('ifChecked', function (event) {
const trainingSetType = $(event.target).val();
console.log(trainingSetType)
if (trainingSetType === "1") {
console.log("hidden")
$("#trainData").hide();
} else {
console.log("show")
$("#trainData").show();
}
});
});
</script>
</body>
</html>
{"taskId":"17","videoId":"4c974d444f454b23afcf46b07b3a0f9a","imagePath":"/usr/local/server/aicsp/uploadPath/streamrecord/17/4c974d444f454b23afcf46b07b3a0f9a/4450.jpg","modelName":"common","result":[{"category":"person","bbox":[630.0,0.0,771.0,435.0],"score":0.6740092039108276}]}
{"taskId":"17","videoId":"4c974d444f454b23afcf46b07b3a0f9a","imagePath":"/usr/local/server/aicsp/uploadPath/streamrecord/17/4c974d444f454b23afcf46b07b3a0f9a/4625.jpg","modelName":"common","result":[]}
{
"taskId":"17",
"videoId":"4c974d444f454b23afcf46b07b3a0f9a",
"imagePath":"/usr/local/server/aicsp/uploadPath/streamrecord/17/4c974d444f454b23afcf46b07b3a0f9a/6975.jpg",
"modelName":"common",
"result":[
{
"category":"manhole_cover_open",
"bbox":[
603,
266,
697,
321
],
"score":0.9340547919273376
},
{
"category":"person",
"bbox":[
946,
0,
1120,
337
],
"score":0.7641172409057617
}
]
}
ffmpeg -rtsp_transport tcp -i “rtsp://admin:08021718.Tian@192.168.1.15:554/h264/ch1/main/av_stream_1” -vcodec libx264 -acodec aac -f flv -y “rtmp://192.168.1.11:1935/live/iiiiiiiii”
文档更新时间: 2023-12-18 03:25 作者：JeffreyCheung
