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<!DOCTYPE html>
<html>
<head>
<meta charset="UTF-8" />
<meta
name="viewport"
content="width=device-width, initial-scale=1, maximum-scale=1, user-scalable=no"
/>
<script src="js/lib/vue.global.js"></script>
<script src="js/lib/naiveui.js"></script>
<script src="js/utils/tagset.js"></script>
<script src="js/utils/tool.js"></script>
<script src="js/utils/download-models.js"></script>
<script src="js/plugin.js"></script>
<style>
.questionMark {
width: 19px;
height: 19px;
margin-right: 5px;
}
body {
display: flex;
justify-content: center;
align-items: center;
min-height: 100vh;
margin: 0;
}
#app {
width: 90%;
height: fit-content;
}
@media (max-width: 800px) {
#app {
max-width: 600px;
}
}
</style>
</head>
<body>
<div id="app">
<n-config-provider :theme="theme">
<n-space
justify="space-between"
style="
width: 100%;
height: 30px;
position: fixed;
top: 0px;
left: 0px;
-webkit-app-region: drag;
z-index: 10000;
"
>
<n-thing
style="
height: 30px;
line-height: 30px;
margin-left: 10px;
"
>Automatic Labeling</n-thing
>
<!-- 最小化和关闭按钮 -->
<n-thing>
<n-button
@click="handleMinimize"
size="small"
type="text"
style="-webkit-app-region: no-drag"
>
<img
src="./images/min.png"
style="width: 18px; height: 18px"
/>
</n-button>
<n-button
@click="handleClose"
size="small"
type="text"
style="-webkit-app-region: no-drag"
>
<img
src="./images/close.png"
style="width: 18px; height: 18px"
/>
</n-button>
</n-thing>
</n-space>
<n-divider
style="position: fixed; top: 5px; left: 0px; width: 100%"
></n-divider>
<n-form
:model="formData"
label-placement="left"
label-width="auto"
style="
width: 75% !important;
margin: auto auto;
position: relative;
margin-top: 30px;
"
>
<n-form-item label="Progress" path="modelName">
<n-thing>{{ allItem }}/{{ completeItem }}</n-thing>
<n-progress
type="line"
:percentage="Number((completeItem / allItem * 100).toFixed(2))"
indicator-placement="inside"
/>
</n-form-item>
<!-- 模型位置 -->
<n-form-item label="Model Location" path="modelPath">
<n-select
v-model:value="formData.modelPath"
:options="options"
style="width: 70%"
></n-select>
<n-button
type="primary"
@click="showModal = true"
style="margin: auto; margin-right: 0px"
>
Model Download Window
</n-button>
</n-form-item>
<!-- 阈值 -->
<n-form-item label="Threshold" path="threshold"
><n-tooltip trigger="hover">
<template #trigger>
<div
v-html="questionMark"
class="questionMark"
></div>
</template>
The higher the threshold, the fewer labels are generated, but the accuracy of the labels is higher.
<br />
The lower the threshold, the more labels are generated, but the accuracy of the labels decreases.
</n-tooltip>
<n-input-number
v-model:value="formData.threshold"
:min="0"
:max="1"
:step="0.01"
/>
</n-form-item>
<!-- 步数 -->
<n-form-item label="Batch Size" path="steps">
<n-tooltip trigger="hover">
<template #trigger>
<div
v-html="questionMark"
class="questionMark"
></div>
</template>
It is recommended that the number of images processed in each batch should not be too large.
</n-tooltip>
<n-input-number
v-model:value="formData.steps"
:min="1"
:max="40"
/>
</n-form-item>
<!-- 过滤标签 -->
<n-form-item label="Filter Tags" path="filterTags">
<n-tooltip trigger="hover">
<template #trigger>
<div
v-html="questionMark"
class="questionMark"
></div>
</template>
Filtered tags will not be written to the tag group in the file.
</n-tooltip>
<n-select
filterable
multiple
tag
:show="false"
:show-arrow="false"
v-model:value="formData.filterTags"
placeholder="Enter the filter tags (in English), then press Enter to confirm."
/>
</n-form-item>
<!-- 是否覆写 -->
<n-form-item label="Overwrite" path="overwrite">
<n-tooltip trigger="hover">
<template #trigger>
<div
v-html="questionMark"
class="questionMark"
></div>
</template>
Do not overwrite: Directly skip files that already have tags (this is the fastest option if many files already have tags).<br />
Overwrite: If a tag exists, it will be overwritten (this process is time-consuming).<br />
Merging: Merging will be performed if there are labels (this is the most time-consuming process).
</n-tooltip>
<n-radio-group
v-model:value="formData.overwrite"
name="overwrite"
>
<n-space>
<n-radio value="nocover">Do not Overwrite</n-radio>
<n-radio value="cover">Overwrite</n-radio>
<n-radio value="merge">Merge</n-radio>
</n-space>
</n-radio-group>
</n-form-item>
<!-- 是否识别视频 -->
<n-form-item label="Read Video" path="readVideo">
<n-tooltip trigger="hover">
<template #trigger>
<div
v-html="questionMark"
class="questionMark"
></div>
</template>
The video content will be read, and image recognition will be performed on the frames at 1%, 20%, 40%, 60%, 80%, and 99% of the video duration.<br />
The speed of tagging video files will be significantly reduced.<br />
You need to install ffmpeg from the plugin center beforehand.
</n-tooltip>
<n-radio-group
v-model:value="formData.readVideo"
name="readVideo"
>
<n-space>
<n-radio value="noread">Do not read the video content.</n-radio>
<n-radio value="read">Read and label</n-radio>
</n-space>
</n-radio-group>
</n-form-item>
<!-- 标签语言选择 -->
<n-form-item label="Language" path="language">
<n-radio-group
v-model:value="formData.language"
name="language"
>
<n-space>
<n-radio value="zh">Chinese</n-radio>
<n-radio value="en">English</n-radio>
<n-radio value="mix">Chinese + English</n-radio>
</n-space>
</n-radio-group>
</n-form-item>
<!-- 分隔符 -->
<n-form-item label="Splitter" path="splitter">
<n-tooltip trigger="hover">
<template #trigger>
<div
v-html="questionMark"
class="questionMark"
></div>
</template>
The separator is only needed when both Chinese and English labels are present.
</n-tooltip>
<n-input
v-model:value="formData.splitter"
:placeholder="formData.language === 'mix' ? 'Please enter the separator.' : 'The separator is only needed when both Chinese and English labels are present.'"
:disabled="formData.language !== 'mix'"
/>
</n-form-item>
<!-- 启动自动打标 -->
<n-form-item label="Autotagger" path="autotagger">
<n-tooltip trigger="hover">
<template #trigger>
<div
v-html="questionMark"
class="questionMark"
></div>
</template>
After opening the software, it automatically labels the unlabeled images, using the labeling parameters from the previous labeling session.<br />
Label Override: Do not override
</n-tooltip>
<n-switch v-model:value="formData.autotagger" />
</n-form-item>
<!-- 操作按钮 -->
<div
style="
display: flex;
gap: 10px;
justify-content: flex-end;
"
>
<n-button type="primary" @click="handleSubmit(false)"
>Process</n-button
>
<n-button @click="handleReset">Restore Defaults</n-button>
</div>
</n-form>
<n-modal
v-model:show="showModal"
preset="card"
title="Download Model Resources"
:mask-closable="!isDownloading"
:close-on-esc="!isDownloading"
:closable="!isDownloading"
:on-close="handleCloseModal"
style="width: 85%"
>
<n-space vertical size="large">
<n-card embedded :bordered="false" size="small">
<n-space vertical>
<div class="setting-row">
<span class="label">Select Model：</span>
<n-select
v-model:value="selectedModel"
:options="modelOptions"
:disabled="isDownloading"
placeholder="Please select the model you want to use."
style="width: 300px"
/>
</div>
<div class="setting-row">
<span class="label">Download Source：</span>
<n-radio-group
v-model:value="downloadSource"
:disabled="isDownloading"
>
<n-radio-button value="direct">
HuggingFace Direct Connection
</n-radio-button>
<n-radio-button value="mirror">
Domestic Mirror (HF-Mirror)
</n-radio-button>
</n-radio-group>
</div>
</n-space>
</n-card>
<div
v-if="!isDownloading"
style="display: flex; justify-content: flex-end"
>
<n-button
type="primary"
size="large"
@click="startDownload"
:disabled="!selectedModel"
>
Start Downloading
</n-button>
</div>
<n-collapse-transition :show="isDownloading">
<n-card
title="Download Progress"
embedded
:bordered="false"
size="small"
>
<template #header-extra>
<n-tag type="info" size="small" round>
Speed: {{ currentSpeed }}
</n-tag>
</template>
<n-space vertical size="medium">
<div class="progress-item">
<div class="progress-label">
<span>selected_tags.csv</span>
</div>
<n-progress
type="line"
:percentage="progressTags"
:indicator-placement="'inside'"
processing
status="success"
/>
</div>
<div class="progress-item">
<div class="progress-label">
<span> model.onnx</span>
</div>
<n-progress
type="line"
:percentage="progressModel"
:indicator-placement="'inside'"
processing
:status="progressModel === 100 ? 'success' : 'info'"
/>
</div>
</n-space>
<div class="download-footer">
<n-spin
size="small"
v-if="progressModel < 100"
/>
<span style="margin-left: 8px">
{{ progressModel < 100 ?
'Currently downloading resources, please close the window...' :
'Download Complete!Currently verifying file...' }}
</span>
</div>
</n-card>
</n-collapse-transition>
</n-space>
</n-modal>
</n-config-provider>
</div>
<script>
const { createApp, ref, h } = Vue;
// 引用通知组件
const sendNotification = naive.createDiscreteApi([
"notification",
"dialog",
"modal",
]);
let config = {};
async function main() {
// 获取配置
config = await getConfig();
const originalConfig = JSON.parse(JSON.stringify(config));
createApp({
setup() {
const theme = naive.darkTheme;
const formData = ref(config);
// 提交处理
const handleSubmit = async (isAll = false) => {
if (formData.value.modelPath === "") {
notification("Please select model path");
return;
}
if (is_processing) {
notification("There is still a task in progress, please wait");
return;
}
is_processing = true;
await initialize(isAll);
await wait(500);
config = formData.value;
await setConfig(config);
await startGetTag(config);
};
// 重置表单
const handleReset = () => {
formData.value = originalConfig;
};
const handleMinimize = async () => {
await eagle.window.minimize();
};
const handleClose = async () => {
await eagle.window.hide();
};
const downloadModel = async () => {};
const options = ref([]);
const allItem = ref(0);
const completeItem = ref(0);
const questionMark = ref(
`<img src="./images/img.icons8.png" class="questionMark">`
);
const showModal = ref(false);
const isDownloading = ref(false);
const downloadSource = ref("mirror");
const currentSpeed = ref("0 B/s");
const progressTags = ref(0);
const progressModel = ref(0);
const selectedModel = ref("wd-eva02-large-tagger-v3");
const modelOptions = [
{
label: "wd-eva02-large-tagger-v3",
value: "wd-eva02-large-tagger-v3",
type: "wd",
},
{
label: "wd-vit-tagger-v3",
value: "wd-vit-tagger-v3",
type: "wd",
},
{
label: "wd-vit-large-tagger-v3",
value: "wd-vit-large-tagger-v3",
type: "wd",
},
{
label: "wd-v1-4-moat-tagger-v2",
value: "wd-v1-4-moat-tagger-v2",
type: "wd",
},
{
label: "cl_tagger",
value: "cl_tagger",
type: "cl",
},
{
label: "camie-tagger-v2",
value: "camie-tagger-v2",
type: "ca",
},
];
const handleCloseModal = () => {
showModal.value = false;
};
const onProgress = (percentage, speed, type) => {
if (type === "model")
progressModel.value = Number(percentage);
else progressTags.value = Number(percentage);
currentSpeed.value = speed;
};
const startDownload = async () => {
isDownloading.value = true;
progressTags.value = 0;
progressModel.value = 0;
currentSpeed.value = "Connecting...";
let modelType = "";
for (let i = 0; i < modelOptions.length; i++) {
if (
modelOptions[i].value ===
selectedModel.value
) {
modelType = modelOptions[i].type;
break;
}
}
await downloadFile(
selectedModel.value,
downloadSource.value,
modelType,
onProgress
);
await finishDownload();
};
const finishDownload = async () => {
isDownloading.value = false;
alert(
"Model downloading completed, refresh the plugin to apply new model",
"Download Complete",
{
type: "success",
}
);
window.location.reload();
};
window.options = options;
window.formData = formData;
window.allItem = allItem;
window.completeItem = completeItem;
window.handleSubmit = handleSubmit;
return {
formData,
handleSubmit,
handleReset,
options,
allItem,
completeItem,
questionMark,
theme,
handleClose,
handleMinimize,
downloadModel,
showModal,
isDownloading,
downloadSource,
currentSpeed,
progressTags,
progressModel,
modelOptions,
handleCloseModal,
startDownload,
selectedModel,
};
},
})
.use(naive)
.mount("#app");
await wait(1000);
await autotaggerFun(config);
}
main();
</script>
</body>
</html>