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admin
2026-09-08 22:29:00 +08:00
parent daf47ca385
commit e519e1d71d
23 changed files with 1261 additions and 6 deletions
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server_admin/src/views/Datasets.vue
+26 -4
View File
@@ -4,6 +4,7 @@ import { ElMessage, ElMessageBox } from 'element-plus'
import { EditPen, Loading, Picture, Plus, VideoPlay } from '@element-plus/icons-vue'
import { useRouter } from 'vue-router'
import request from '../api/request'
import FalseTargets from './FalseTargets.vue'
const router = useRouter()
const loading = ref(false)
@@ -45,9 +46,22 @@ const trainingIds = reactive(new Set()) // 训练发起中的数据集 id（请
// ---------- 负样本库（技术设计.md「负样本库」）：source=negative 特殊数据集，
// 统一背景样本训练打包时混入全部物种数据集；图片无标注/审核流程，仅上传/删除 ----------
const pageTab = ref('datasets') // datasets 数据集卡片 | negatives 负样本库
const pageTab = ref('datasets') // datasets 数据集卡片 | negatives 负样本库 | falseTargets 假目标上报
const negLib = ref(null) // 负样本库数据集记录 {id, name, imageCount}
const negList = ref([]) // 图片列表 [{id, filename, url}]
// ---------- 假目标上报 tab（2026-09-08）：审核列表内嵌 FalseTargets 组件，radio 带待审数 ----------
const ftRef = ref(null)
const ftPendingCount = ref(0)
function loadFtPendingCount() {
request
.get('/false-targets', { params: { status: 'pending', page: 1, size: 1 } })
.then((data) => {
ftPendingCount.value = data.total || 0
})
.catch(() => {})
}
const negLoading = ref(false)
const negSelected = ref(new Set()) // 勾选的图片 id
// 分页与详情页同款（客户端分页；每页条数 localStorage 持久化）
@@ -114,6 +128,9 @@ function switchTab(tab) {
pageTab.value = tab
if (tab === 'negatives') {
loadNegatives().then(loadNegGenTask)
} else if (tab === 'falseTargets') {
loadFtPendingCount()
ftRef.value?.load()
}
}
@@ -559,6 +576,7 @@ function cancelTrain(row, t) {
let trainPoll = null
onMounted(() => {
load()
loadFtPendingCount()
trainPoll = setInterval(() => {
if (list.value.some((r) => trList(r).some((t) => t.status === 'running'))) load()
}, 10000)
@@ -572,12 +590,13 @@ onBeforeUnmount(() => {
<template>
<el-card shadow="never">
<!-- 训练数据双 tab（2026-09-07）：数据集 = 物种数据集卡片；负样本 = 统一背景样本库
（无标注，训练打包时自动混入全部数据集） -->
<!-- 训练数据三 tab：数据集 = 物种数据集卡片；负样本 = 统一背景样本库
（无标注，训练打包时自动混入全部数据集）；假目标上报 = App 误报回流待审 -->
<div class="page-tabs">
<el-radio-group :model-value="pageTab" size="small" @update:model-value="switchTab">
<el-radio-button value="datasets">数据集</el-radio-button>
<el-radio-button value="negatives">负样本{{ negLib ? ` ${negLib.imageCount}` : '' }}</el-radio-button>
<el-radio-button value="falseTargets">假目标上报{{ ftPendingCount ? ` ${ftPendingCount}` : '' }}</el-radio-button>
</el-radio-group>
</div>
@@ -681,7 +700,7 @@ onBeforeUnmount(() => {
</template>
<!-- 负样本 tab：与数据集详情页同款卡片网格（点击放大/多选删除/同款分页）；仅 AI 生成，无本地上传 -->
<template v-else>
<template v-else-if="pageTab === 'negatives'">
<div class="toolbar">
<div class="neg-tip">
负样本 = 不含目标动物的背景图（内置场景池 AI 生成 + 真实随手拍）。训练打包时统一混入全部物种数据集
@@ -738,6 +757,9 @@ onBeforeUnmount(() => {
/>
</template>
<!-- 假目标上报 tab：审核通过迁移入负样本库当背景图；列表/审核在 FalseTargets 组件 -->
<FalseTargets v-if="pageTab === 'falseTargets'" ref="ftRef" />
<!-- 负样本批量生成：内置场景池 + RF-DETR 空检自动剔除，进度在负样本 tab 内展示 -->
<el-dialog v-model="negGenVisible" title="AI 生成负样本" width="min(480px, 94vw)">
<el-form label-width="90px">
server_admin/src/views/FalseTargets.vue
+158
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@@ -0,0 +1,158 @@
<script setup>
import { onMounted, reactive, ref } from 'vue'
import { ElMessage, ElMessageBox } from 'element-plus'
import request from '../api/request'
// 假目标上报审核（数据训练页第三个 tab）：App 识别端误报一键回流（整帧 + 检测框快照）；
// 通过 = 整图迁移入负样本库当背景图训练；拒绝 = 删文件。
// defineExpose(load) 供父页 tab 切换时刷新与待审数统计
const filter = reactive({
phoneNum: '',
status: 'pending',
})
const loading = ref(false)
const list = ref([])
const total = ref(0)
const page = ref(1)
const size = ref(20)
const statusMap = {
pending: { text: '待审核', type: 'warning' },
approved: { text: '已通过', type: 'success' },
}
// <img> 无法带自定义请求头，token 以 query 参数携带（与 Datasets.vue 同约定）
function imgUrl(row) {
const u = `/api/v1/admin/false-targets/image?id=${row.id}`
return `${location.origin}${u}&token=${encodeURIComponent(localStorage.getItem('adminToken') || '')}`
}
function boxText(row) {
if (!row.boxes || row.boxes.length === 0) return '-'
return row.boxes
.map((b) => `${b.label || (b.class === 0 ? '目标' : '疑似')} ${(b.score * 100).toFixed(0)}%`)
.join(' / ')
}
function load() {
loading.value = true
const params = { page: page.value, size: size.value }
if (filter.phoneNum) params.phoneNum = filter.phoneNum
if (filter.status) params.status = filter.status
request
.get('/false-targets', { params })
.then((data) => {
list.value = data.list || []
total.value = data.total || 0
})
.finally(() => {
loading.value = false
})
}
function search() {
page.value = 1
load()
}
function reset() {
filter.phoneNum = ''
filter.status = ''
search()
}
function review(row, approve) {
const tip = approve
? '通过后该图将迁入负样本库参与训练，确认通过？'
: '拒绝后该上报记录及图片将被删除，确认拒绝？'
ElMessageBox.confirm(tip, '审核确认', { type: 'warning' })
.then(() =>
request.post('/false-targets/review', { ids: [row.id], approve }).then(() => {
ElMessage.success(approve ? '已通过，图片已入负样本库' : '已拒绝')
load()
}),
)
.catch(() => {})
}
onMounted(load)
defineExpose({ load })
</script>
<template>
<div>
<el-form :model="filter" inline @submit.prevent="search">
<el-form-item label="手机号">
<el-input v-model="filter.phoneNum" placeholder="精确匹配" clearable style="width: 200px" @keyup.enter="search" />
</el-form-item>
<el-form-item label="状态">
<el-select v-model="filter.status" placeholder="全部" clearable style="width: 120px">
<el-option v-for="(v, k) in statusMap" :key="k" :label="v.text" :value="k" />
</el-select>
</el-form-item>
<el-form-item>
<el-button type="primary" @click="search">查询</el-button>
<el-button @click="reset">重置</el-button>
</el-form-item>
</el-form>
<el-table v-loading="loading" :data="list" border stripe>
<el-table-column label="上报画面" width="170">
<template #default="{ row }">
<el-image
:src="imgUrl(row)"
:preview-src-list="[imgUrl(row)]"
preview-teleported
fit="cover"
style="width: 120px; height: 68px; border-radius: 4px"
/>
</template>
</el-table-column>
<el-table-column prop="phoneNum" label="上报用户" min-width="130" show-overflow-tooltip />
<el-table-column prop="species" label="来源模型" min-width="120" show-overflow-tooltip />
<el-table-column label="检测框" min-width="150" show-overflow-tooltip>
<template #default="{ row }">{{ boxText(row) }}</template>
</el-table-column>
<el-table-column label="状态" width="90">
<template #default="{ row }">
<el-tag :type="(statusMap[row.status] || {}).type || 'info'" size="small">{{ (statusMap[row.status] || {}).text || row.status }}</el-tag>
</template>
</el-table-column>
<el-table-column label="上报时间" width="170">
<template #default="{ row }">{{ row.createdAt || '-' }}</template>
</el-table-column>
<el-table-column label="审核时间" width="170">
<template #default="{ row }">{{ row.reviewedAt || '-' }}</template>
</el-table-column>
<el-table-column label="操作" width="150" fixed="right">
<template #default="{ row }">
<template v-if="row.status === 'pending'">
<el-button type="success" size="small" @click="review(row, true)">通过</el-button>
<el-button type="danger" size="small" @click="review(row, false)">拒绝</el-button>
</template>
<span v-else>-</span>
</template>
</el-table-column>
</el-table>
<el-pagination
class="pager"
v-model:current-page="page"
v-model:page-size="size"
:total="total"
:page-sizes="[10, 20, 50, 100]"
layout="total, sizes, prev, pager, next"
@change="load"
/>
</div>
</template>
<style scoped>
.pager {
margin-top: 14px;
justify-content: flex-end;
}
</style>