828 lines
26 KiB
Markdown
828 lines
26 KiB
Markdown
# MinerU 输出文件说明
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## 概览
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`mineru` 命令执行后，除了输出主要的 markdown 文件外，还会生成多个辅助文件用于调试、质检和进一步处理。这些文件包括：
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- **可视化调试文件**：帮助用户直观了解文档解析过程和结果
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- **结构化数据文件**：包含详细的解析数据，可用于二次开发
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下面将详细介绍每个文件的作用和格式。
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## 可视化调试文件
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### 布局分析文件 (layout.pdf)
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**文件命名格式**：`{原文件名}_layout.pdf`
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**功能说明**：
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- 可视化展示每一页的布局分析结果
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- 每个检测框右上角的数字表示阅读顺序
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- 使用不同背景色块区分不同类型的内容块
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**使用场景**：
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- 检查布局分析是否正确
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- 确认阅读顺序是否合理
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- 调试布局相关问题
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### 文本片段文件 (spans.pdf)
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> [!NOTE]
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> 仅适用于 pipeline 后端
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**文件命名格式**：`{原文件名}_spans.pdf`
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**功能说明**：
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- 根据 span 类型使用不同颜色线框标注页面内容
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- 用于质量检查和问题排查
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**使用场景**：
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- 快速排查文本丢失问题
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- 检查行内公式识别情况
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- 验证文本分割准确性
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## 结构化数据文件
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> [!IMPORTANT]
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> 2.5版本vlm后端的输出存在较大变化，与pipeline版本存在不兼容情况，如需基于结构化输出进行二次开发，请仔细阅读本文档内容。
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### pipeline 后端 输出结果
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#### 模型推理结果 (model.json)
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**文件命名格式**：`{原文件名}_model.json`
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##### 数据结构定义
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```python
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from pydantic import BaseModel, Field
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from enum import IntEnum
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class CategoryType(IntEnum):
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"""内容类别枚举"""
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title = 0 # 标题
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plain_text = 1 # 文本
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abandon = 2 # 包括页眉页脚页码和页面注释
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figure = 3 # 图片
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figure_caption = 4 # 图片描述
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table = 5 # 表格
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table_caption = 6 # 表格描述
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table_footnote = 7 # 表格注释
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isolate_formula = 8 # 行间公式
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formula_caption = 9 # 行间公式的标号
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embedding = 13 # 行内公式
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isolated = 14 # 行间公式
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text = 15 # OCR 识别结果
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class PageInfo(BaseModel):
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"""页面信息"""
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page_no: int = Field(description="页码序号，第一页的序号是 0", ge=0)
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height: int = Field(description="页面高度", gt=0)
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width: int = Field(description="页面宽度", ge=0)
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class ObjectInferenceResult(BaseModel):
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"""对象识别结果"""
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category_id: CategoryType = Field(description="类别", ge=0)
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poly: list[float] = Field(description="四边形坐标，格式为 [x0,y0,x1,y1,x2,y2,x3,y3]")
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score: float = Field(description="推理结果的置信度")
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latex: str | None = Field(description="LaTeX 解析结果", default=None)
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html: str | None = Field(description="HTML 解析结果", default=None)
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class PageInferenceResults(BaseModel):
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"""页面推理结果"""
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layout_dets: list[ObjectInferenceResult] = Field(description="页面识别结果")
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page_info: PageInfo = Field(description="页面元信息")
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# 完整的推理结果
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inference_result: list[PageInferenceResults] = []
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```
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##### 坐标系统说明
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`poly` 坐标格式：`[x0, y0, x1, y1, x2, y2, x3, y3]`
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- 分别表示左上、右上、右下、左下四点的坐标
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- 坐标原点在页面左上角
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##### 示例数据
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```json
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[
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{
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"layout_dets": [
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{
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"category_id": 2,
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"poly": [
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99.1906967163086,
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100.3119125366211,
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730.3707885742188,
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100.3119125366211,
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730.3707885742188,
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245.81326293945312,
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99.1906967163086,
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245.81326293945312
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],
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"score": 0.9999997615814209
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}
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],
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"page_info": {
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"page_no": 0,
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"height": 2339,
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"width": 1654
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}
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},
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{
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"layout_dets": [
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{
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"category_id": 5,
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"poly": [
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99.13092803955078,
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2210.680419921875,
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497.3183898925781,
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2210.680419921875,
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497.3183898925781,
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2264.78076171875,
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99.13092803955078,
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2264.78076171875
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],
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"score": 0.9999997019767761
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}
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],
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"page_info": {
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"page_no": 1,
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"height": 2339,
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"width": 1654
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}
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}
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]
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```
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#### 中间处理结果 (middle.json)
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**文件命名格式**：`{原文件名}_middle.json`
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##### 顶层结构
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| 字段名 | 类型 | 说明 |
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|--------|------|------|
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| `pdf_info` | `list[dict]` | 每一页的解析结果数组 |
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| `_backend` | `string` | 解析模式：`pipeline` 或 `vlm` |
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| `_version_name` | `string` | MinerU 版本号 |
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##### 页面信息结构 (pdf_info)
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| 字段名 | 说明 |
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|--------|------|
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| `preproc_blocks` | PDF 预处理后的未分段中间结果 |
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| `page_idx` | 页码，从 0 开始 |
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| `page_size` | 页面的宽度和高度 `[width, height]` |
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| `images` | 图片块信息列表 |
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| `tables` | 表格块信息列表 |
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| `interline_equations` | 行间公式块信息列表 |
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| `discarded_blocks` | 需要丢弃的块信息 |
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| `para_blocks` | 分段后的内容块结果 |
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##### 块结构层次
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```
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一级块 (table | image)
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└── 二级块
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└── 行 (line)
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└── 片段 (span)
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```
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##### 一级块字段
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| 字段名 | 说明 |
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|--------|------|
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| `type` | 块类型：`table` 或 `image` |
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| `bbox` | 块的矩形框坐标 `[x0, y0, x1, y1]` |
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| `blocks` | 包含的二级块列表 |
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##### 二级块字段
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| 字段名 | 说明 |
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|--------|------|
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| `type` | 块类型（详见下表） |
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| `bbox` | 块的矩形框坐标 |
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| `lines` | 包含的行信息列表 |
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##### 二级块类型
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| 类型 | 说明 |
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|------|------|
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| `image_body` | 图像本体 |
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| `image_caption` | 图像描述文本 |
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| `image_footnote` | 图像脚注 |
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| `table_body` | 表格本体 |
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| `table_caption` | 表格描述文本 |
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| `table_footnote` | 表格脚注 |
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| `text` | 文本块 |
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| `title` | 标题块 |
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| `index` | 目录块 |
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| `list` | 列表块 |
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| `interline_equation` | 行间公式块 |
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##### 行和片段结构
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**行 (line) 字段**：
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- `bbox`：行的矩形框坐标
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- `spans`：包含的片段列表
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**片段 (span) 字段**：
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- `bbox`：片段的矩形框坐标
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- `type`：片段类型（`image`、`table`、`text`、`inline_equation`、`interline_equation`）
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- `content` | `img_path`：文本内容或图片路径
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##### 示例数据
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```json
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{
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"pdf_info": [
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{
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"preproc_blocks": [
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{
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"type": "text",
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"bbox": [
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52,
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61.956024169921875,
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294,
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82.99800872802734
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],
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"lines": [
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{
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"bbox": [
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52,
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61.956024169921875,
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294,
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72.0000228881836
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],
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"spans": [
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{
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"bbox": [
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54.0,
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61.956024169921875,
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296.2261657714844,
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72.0000228881836
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],
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"content": "dependent on the service headway and the reliability of the departure ",
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"type": "text",
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"score": 1.0
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}
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]
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}
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]
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}
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],
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"layout_bboxes": [
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{
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"layout_bbox": [
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52,
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61,
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294,
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731
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],
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"layout_label": "V",
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"sub_layout": []
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}
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],
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"page_idx": 0,
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"page_size": [
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612.0,
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792.0
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],
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"_layout_tree": [],
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"images": [],
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"tables": [],
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"interline_equations": [],
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"discarded_blocks": [],
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"para_blocks": [
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{
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"type": "text",
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"bbox": [
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52,
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61.956024169921875,
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294,
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82.99800872802734
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],
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"lines": [
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{
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"bbox": [
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52,
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61.956024169921875,
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294,
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72.0000228881836
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],
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"spans": [
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{
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"bbox": [
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54.0,
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61.956024169921875,
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296.2261657714844,
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72.0000228881836
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],
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"content": "dependent on the service headway and the reliability of the departure ",
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"type": "text",
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"score": 1.0
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}
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]
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}
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]
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}
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]
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}
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],
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"_backend": "pipeline",
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"_version_name": "0.6.1"
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}
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```
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#### 内容列表 (content_list.json)
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**文件命名格式**：`{原文件名}_content_list.json`
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##### 功能说明
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这是一个简化版的 `middle.json`，按阅读顺序平铺存储所有可读内容块，去除了复杂的布局信息，便于后续处理。
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##### 内容类型
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| 类型 | 说明 |
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|------|------|
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| `image` | 图片 |
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| `table` | 表格 |
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| `text` | 文本/标题 |
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| `equation` | 行间公式 |
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##### 文本层级标识
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通过 `text_level` 字段区分文本层级：
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- 无 `text_level` 或 `text_level: 0`：正文文本
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- `text_level: 1`：一级标题
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- `text_level: 2`：二级标题
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- 以此类推...
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##### 通用字段
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- 所有内容块都包含 `page_idx` 字段，表示所在页码（从 0 开始）。
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- 所有内容块都包含 `bbox` 字段，表示内容块的边界框坐标 `[x0, y0, x1, y1]` 映射在0-1000范围内的结果。
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##### 示例数据
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```json
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[
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{
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"type": "text",
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"text": "The response of flow duration curves to afforestation ",
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"text_level": 1,
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"bbox": [
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62,
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480,
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946,
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904
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],
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"page_idx": 0
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},
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{
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"type": "image",
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"img_path": "images/a8ecda1c69b27e4f79fce1589175a9d721cbdc1cf78b4cc06a015f3746f6b9d8.jpg",
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"image_caption": [
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"Fig. 1. Annual flow duration curves of daily flows from Pine Creek, Australia, 1989–2000. "
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],
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"image_footnote": [],
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"bbox": [
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62,
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480,
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946,
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904
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],
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"page_idx": 1
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},
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{
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"type": "equation",
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"img_path": "images/181ea56ef185060d04bf4e274685f3e072e922e7b839f093d482c29bf89b71e8.jpg",
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"text": "$$\nQ _ { \\% } = f ( P ) + g ( T )\n$$",
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"text_format": "latex",
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"bbox": [
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62,
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480,
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946,
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904
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],
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"page_idx": 2
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},
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{
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"type": "table",
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"img_path": "images/e3cb413394a475e555807ffdad913435940ec637873d673ee1b039e3bc3496d0.jpg",
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"table_caption": [
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"Table 2 Significance of the rainfall and time terms "
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],
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"table_footnote": [
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"indicates that the rainfall term was significant at the $5 \\%$ level, $T$ indicates that the time term was significant at the $5 \\%$ level, \\* represents significance at the $10 \\%$ level, and na denotes too few data points for meaningful analysis. "
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],
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"table_body": "<html><body><table><tr><td rowspan=\"2\">Site</td><td colspan=\"10\">Percentile</td></tr><tr><td>10</td><td>20</td><td>30</td><td>40</td><td>50</td><td>60</td><td>70</td><td>80</td><td>90</td><td>100</td></tr><tr><td>Traralgon Ck</td><td>P</td><td>P,*</td><td>P</td><td>P</td><td>P,</td><td>P,</td><td>P,</td><td>P,</td><td>P</td><td>P</td></tr><tr><td>Redhill</td><td>P,T</td><td>P,T</td><td>，*</td><td>**</td><td>P.T</td><td>P,*</td><td>P*</td><td>P*</td><td>*</td><td>，*</td></tr><tr><td>Pine Ck</td><td></td><td>P,T</td><td>P,T</td><td>P,T</td><td>P,T</td><td>T</td><td>T</td><td>T</td><td>na</td><td>na</td></tr><tr><td>Stewarts Ck 5</td><td>P,T</td><td>P,T</td><td>P,T</td><td>P,T</td><td>P.T</td><td>P.T</td><td>P,T</td><td>na</td><td>na</td><td>na</td></tr><tr><td>Glendhu 2</td><td>P</td><td>P,T</td><td>P,*</td><td>P,T</td><td>P.T</td><td>P,ns</td><td>P,T</td><td>P,T</td><td>P,T</td><td>P,T</td></tr><tr><td>Cathedral Peak 2</td><td>P,T</td><td>P,T</td><td>P,T</td><td>P,T</td><td>P,T</td><td>*,T</td><td>P,T</td><td>P,T</td><td>P,T</td><td>T</td></tr><tr><td>Cathedral Peak 3</td><td>P.T</td><td>P.T</td><td>P,T</td><td>P,T</td><td>P,T</td><td>T</td><td>P,T</td><td>P,T</td><td>P,T</td><td>T</td></tr><tr><td>Lambrechtsbos A</td><td>P,T</td><td>P</td><td>P</td><td>P,T</td><td>*,T</td><td>*,T</td><td>*,T</td><td>*,T</td><td>*,T</td><td>T</td></tr><tr><td>Lambrechtsbos B</td><td>P,T</td><td>P,T</td><td>P,T</td><td>P,T</td><td>P,T</td><td>P,T</td><td>P,T</td><td>P,T</td><td>T</td><td>T</td></tr><tr><td>Biesievlei</td><td>P,T</td><td>P.T</td><td>P,T</td><td>P,T</td><td>*,T</td><td>*,T</td><td>T</td><td>T</td><td>P,T</td><td>P,T</td></tr></table></body></html>",
|
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"bbox": [
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62,
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480,
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946,
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904
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],
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"page_idx": 5
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}
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]
|
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```
|
||
|
||
### VLM 后端 输出结果
|
||
|
||
#### 模型推理结果 (model.json)
|
||
|
||
**文件命名格式**：`{原文件名}_model.json`
|
||
|
||
##### 文件格式说明
|
||
|
||
- 该文件为 VLM 模型的原始输出结果，包含两层嵌套list，外层表示页面，内层表示该页的内容块
|
||
- 每个内容块都是一个dict，包含 `type`、`bbox`、`angle`、`content` 字段
|
||
|
||
|
||
##### 支持的内容类型
|
||
|
||
```json
|
||
{
|
||
"text": "文本",
|
||
"title": "标题",
|
||
"equation": "行间公式",
|
||
"image": "图片",
|
||
"image_caption": "图片描述",
|
||
"image_footnote": "图片脚注",
|
||
"table": "表格",
|
||
"table_caption": "表格描述",
|
||
"table_footnote": "表格脚注",
|
||
"phonetic": "拼音",
|
||
"code": "代码块",
|
||
"code_caption": "代码描述",
|
||
"ref_text": "参考文献",
|
||
"algorithm": "算法块",
|
||
"list": "列表",
|
||
"header": "页眉",
|
||
"footer": "页脚",
|
||
"page_number": "页码",
|
||
"aside_text": "装订线旁注",
|
||
"page_footnote": "页面脚注"
|
||
}
|
||
```
|
||
|
||
##### 坐标系统说明
|
||
|
||
`bbox` 坐标格式：`[x0, y0, x1, y1]`
|
||
|
||
- 分别表示左上、右下两点的坐标
|
||
- 坐标原点在页面左上角
|
||
- 坐标为相对于原始页面尺寸的百分比，范围在0-1之间
|
||
|
||
##### 示例数据
|
||
|
||
```json
|
||
[
|
||
[
|
||
{
|
||
"type": "header",
|
||
"bbox": [
|
||
0.077,
|
||
0.095,
|
||
0.18,
|
||
0.181
|
||
],
|
||
"angle": 0,
|
||
"score": null,
|
||
"block_tags": null,
|
||
"content": "ELSEVIER",
|
||
"format": null,
|
||
"content_tags": null
|
||
},
|
||
{
|
||
"type": "title",
|
||
"bbox": [
|
||
0.157,
|
||
0.228,
|
||
0.833,
|
||
0.253
|
||
],
|
||
"angle": 0,
|
||
"score": null,
|
||
"block_tags": null,
|
||
"content": "The response of flow duration curves to afforestation",
|
||
"format": null,
|
||
"content_tags": null
|
||
}
|
||
]
|
||
]
|
||
```
|
||
|
||
#### 中间处理结果 (middle.json)
|
||
|
||
**文件命名格式**：`{原文件名}_middle.json`
|
||
|
||
##### 文件格式说明
|
||
vlm 后端的 middle.json 文件结构与 pipeline 后端类似，但存在以下差异：
|
||
|
||
- list变成二级block，增加`sub_type`字段区分list类型:
|
||
* `text`（文本类型）
|
||
* `ref_text`（引用类型）
|
||
|
||
- 增加code类型block，code类型包含两种"sub_type":
|
||
* 分别是`code`和`algorithm`
|
||
* 至少有`code_body`, 可选`code_caption`
|
||
|
||
- `discarded_blocks`内元素type增加以下类型:
|
||
* `header`（页眉）
|
||
* `footer`（页脚）
|
||
* `page_number`（页码）
|
||
* `aside_text`（装订线文本）
|
||
* `page_footnote`（脚注）
|
||
- 所有block增加`angle`字段，用来表示旋转角度，0，90，180，270
|
||
|
||
|
||
##### 示例数据
|
||
- list block 示例
|
||
```json
|
||
{
|
||
"bbox": [
|
||
174,
|
||
155,
|
||
818,
|
||
333
|
||
],
|
||
"type": "list",
|
||
"angle": 0,
|
||
"index": 11,
|
||
"blocks": [
|
||
{
|
||
"bbox": [
|
||
174,
|
||
157,
|
||
311,
|
||
175
|
||
],
|
||
"type": "text",
|
||
"angle": 0,
|
||
"lines": [
|
||
{
|
||
"bbox": [
|
||
174,
|
||
157,
|
||
311,
|
||
175
|
||
],
|
||
"spans": [
|
||
{
|
||
"bbox": [
|
||
174,
|
||
157,
|
||
311,
|
||
175
|
||
],
|
||
"type": "text",
|
||
"content": "H.1 Introduction"
|
||
}
|
||
]
|
||
}
|
||
],
|
||
"index": 3
|
||
},
|
||
{
|
||
"bbox": [
|
||
175,
|
||
182,
|
||
464,
|
||
229
|
||
],
|
||
"type": "text",
|
||
"angle": 0,
|
||
"lines": [
|
||
{
|
||
"bbox": [
|
||
175,
|
||
182,
|
||
464,
|
||
229
|
||
],
|
||
"spans": [
|
||
{
|
||
"bbox": [
|
||
175,
|
||
182,
|
||
464,
|
||
229
|
||
],
|
||
"type": "text",
|
||
"content": "H.2 Example: Divide by Zero without Exception Handling"
|
||
}
|
||
]
|
||
}
|
||
],
|
||
"index": 4
|
||
}
|
||
],
|
||
"sub_type": "text"
|
||
}
|
||
```
|
||
- code block 示例
|
||
```json
|
||
{
|
||
"type": "code",
|
||
"bbox": [
|
||
114,
|
||
780,
|
||
885,
|
||
1231
|
||
],
|
||
"blocks": [
|
||
{
|
||
"bbox": [
|
||
114,
|
||
780,
|
||
885,
|
||
1231
|
||
],
|
||
"lines": [
|
||
{
|
||
"bbox": [
|
||
114,
|
||
780,
|
||
885,
|
||
1231
|
||
],
|
||
"spans": [
|
||
{
|
||
"bbox": [
|
||
114,
|
||
780,
|
||
885,
|
||
1231
|
||
],
|
||
"type": "text",
|
||
"content": "1 // Fig. H.1: DivideByZeroNoExceptionHandling.java \n2 // Integer division without exception handling. \n3 import java.util.Scanner; \n4 \n5 public class DivideByZeroNoExceptionHandling \n6 { \n7 // demonstrates throwing an exception when a divide-by-zero occurs \n8 public static int quotient( int numerator, int denominator ) \n9 { \n10 return numerator / denominator; // possible division by zero \n11 } // end method quotient \n12 \n13 public static void main(String[] args) \n14 { \n15 Scanner scanner = new Scanner(System.in); // scanner for input \n16 \n17 System.out.print(\"Please enter an integer numerator: \"); \n18 int numerator = scanner.nextInt(); \n19 System.out.print(\"Please enter an integer denominator: \"); \n20 int denominator = scanner.nextInt(); \n21"
|
||
}
|
||
]
|
||
}
|
||
],
|
||
"index": 17,
|
||
"angle": 0,
|
||
"type": "code_body"
|
||
},
|
||
{
|
||
"bbox": [
|
||
867,
|
||
160,
|
||
1280,
|
||
189
|
||
],
|
||
"lines": [
|
||
{
|
||
"bbox": [
|
||
867,
|
||
160,
|
||
1280,
|
||
189
|
||
],
|
||
"spans": [
|
||
{
|
||
"bbox": [
|
||
867,
|
||
160,
|
||
1280,
|
||
189
|
||
],
|
||
"type": "text",
|
||
"content": "Algorithm 1 Modules for MCTSteg"
|
||
}
|
||
]
|
||
}
|
||
],
|
||
"index": 19,
|
||
"angle": 0,
|
||
"type": "code_caption"
|
||
}
|
||
],
|
||
"index": 17,
|
||
"sub_type": "code"
|
||
}
|
||
```
|
||
|
||
#### 内容列表 (content_list.json)
|
||
|
||
**文件命名格式**：`{原文件名}_content_list.json`
|
||
|
||
##### 文件格式说明
|
||
vlm 后端的 content_list.json 文件结构与 pipeline 后端类似，伴随本次middle.json的变化，做了以下调整：
|
||
|
||
- 新增`code`类型，code类型包含两种"sub_type":
|
||
* 分别是`code`和`algorithm`
|
||
* 至少有`code_body`, 可选`code_caption`
|
||
|
||
- 新增`list`类型，list类型包含两种"sub_type":
|
||
* `text`
|
||
* `ref_text`
|
||
|
||
- 增加所有所有`discarded_blocks`的输出内容
|
||
* `header`
|
||
* `footer`
|
||
* `page_number`
|
||
* `aside_text`
|
||
* `page_footnote`
|
||
|
||
##### 示例数据
|
||
- code 类型 content
|
||
```json
|
||
{
|
||
"type": "code",
|
||
"sub_type": "algorithm",
|
||
"code_caption": [
|
||
"Algorithm 1 Modules for MCTSteg"
|
||
],
|
||
"code_body": "1: function GETCOORDINATE(d) \n2: $x \\gets d / l$ , $y \\gets d$ mod $l$ \n3: return $(x, y)$ \n4: end function \n5: function BESTCHILD(v) \n6: $C \\gets$ child set of $v$ \n7: $v' \\gets \\arg \\max_{c \\in C} \\mathrm{UCTScore}(c)$ \n8: $v'.n \\gets v'.n + 1$ \n9: return $v'$ \n10: end function \n11: function BACK PROPAGATE(v) \n12: Calculate $R$ using Equation 11 \n13: while $v$ is not a root node do \n14: $v.r \\gets v.r + R$ , $v \\gets v.p$ \n15: end while \n16: end function \n17: function RANDOMSEARCH(v) \n18: while $v$ is not a leaf node do \n19: Randomly select an untried action $a \\in A(v)$ \n20: Create a new node $v'$ \n21: $(x, y) \\gets \\mathrm{GETCOORDINATE}(v'.d)$ \n22: $v'.p \\gets v$ , $v'.d \\gets v.d + 1$ , $v'.\\Gamma \\gets v.\\Gamma$ \n23: $v'.\\gamma_{x,y} \\gets a$ \n24: if $a = -1$ then \n25: $v.lc \\gets v'$ \n26: else if $a = 0$ then \n27: $v.mc \\gets v'$ \n28: else \n29: $v.rc \\gets v'$ \n30: end if \n31: $v \\gets v'$ \n32: end while \n33: return $v$ \n34: end function \n35: function SEARCH(v) \n36: while $v$ is fully expanded do \n37: $v \\gets$ BESTCHILD(v) \n38: end while \n39: if $v$ is not a leaf node then \n40: $v \\gets$ RANDOMSEARCH(v) \n41: end if \n42: return $v$ \n43: end function",
|
||
"bbox": [
|
||
510,
|
||
87,
|
||
881,
|
||
740
|
||
],
|
||
"page_idx": 0
|
||
}
|
||
```
|
||
- list 类型 content
|
||
```json
|
||
{
|
||
"type": "list",
|
||
"sub_type": "text",
|
||
"list_items": [
|
||
"H.1 Introduction",
|
||
"H.2 Example: Divide by Zero without Exception Handling",
|
||
"H.3 Example: Divide by Zero with Exception Handling",
|
||
"H.4 Summary"
|
||
],
|
||
"bbox": [
|
||
174,
|
||
155,
|
||
818,
|
||
333
|
||
],
|
||
"page_idx": 0
|
||
}
|
||
```
|
||
- discarded 类型 content
|
||
```json
|
||
[{
|
||
"type": "header",
|
||
"text": "Journal of Hydrology 310 (2005) 253-265",
|
||
"bbox": [
|
||
363,
|
||
164,
|
||
623,
|
||
177
|
||
],
|
||
"page_idx": 0
|
||
},
|
||
{
|
||
"type": "page_footnote",
|
||
"text": "* Corresponding author. Address: Forest Science Centre, Department of Sustainability and Environment, P.O. Box 137, Heidelberg, Vic. 3084, Australia. Tel.: +61 3 9450 8719; fax: +61 3 9450 8644.",
|
||
"bbox": [
|
||
71,
|
||
815,
|
||
915,
|
||
841
|
||
],
|
||
"page_idx": 0
|
||
}]
|
||
```
|
||
|
||
|
||
## 总结
|
||
|
||
以上文件为 MinerU 的完整输出结果，用户可根据需要选择合适的文件进行后续处理：
|
||
|
||
- **模型输出**(使用原始输出):
|
||
* model.json
|
||
|
||
- **调试和验证**(使用可视化文件):
|
||
* layout.pdf
|
||
* spans.pdf
|
||
|
||
- **内容提取**(使用简化文件):
|
||
* *.md
|
||
* content_list.json
|
||
|
||
- **二次开发**(使用结构化文件):
|
||
* middle.json
|