发票关键信息检测数据集.zip
一、基础信息
数据集名称：发票关键信息检测数据集
数据规模：
- 训练集：44张发票图片
- 验证集：14张发票图片
- 测试集：7张发票图片
关键字段类别：
- 买方信息：buyerName（买方名称）、buyerTaxId（买方税号）
- 卖方信息：sellerName（卖方名称）、sellerTaxId（卖方税号）
- 票据属性：invoiceNumber（发票号）、issueDate（开票日期）
- 金额信息：netValue（净值）、grossValue（总值）、currency（货币类型）
- 交易详情：deliveryDate（交付日期）、dueDate（到期日）、paymentMethod（支付方式）
标注格式：YOLO格式，包含字段位置边界框及类别标签
数据来源：真实电子邮件场景中的多类型商业发票
二、适用场景
1. 财务自动化系统开发：
集成至企业报销流程，自动提取发票关键字段（如金额、税号），减少人工录入错误
1. 集成至企业报销流程，自动提取发票关键字段（如金额、税号），减少人工录入错误
1. 智能税务审计工具：
快速识别发票真伪核心要素（买卖方税号、发票号码），辅助合规性验证
1. 快速识别发票真伪核心要素（买卖方税号、发票号码），辅助合规性验证
1. 文档智能处理引擎：
构建OCR后处理模型，精准定位并结构化电子发票中的交易数据
1. 构建OCR后处理模型，精准定位并结构化电子发票中的交易数据
1. 企业流程优化应用：
嵌入AP/AR系统，实现采购对账、付款提醒等场景的自动化处理
1. 嵌入AP/AR系统，实现采购对账、付款提醒等场景的自动化处理
三、数据集优势
真实场景覆盖：
- 数据源自实际电子邮件附件发票，涵盖多国票据模板（如苹果、Atlassian等企业发票）
- 包含复杂版式样本（表格、文字混排），模拟真实业务环境挑战
精细化标注设计：
- 12个关键字段全维度覆盖发票核心要素，支持细粒度文档理解任务
- YOLO标注精准定位字段位置，可直接用于目标检测模型训练
任务适配性强：
- 字段类别设计契合金融、税务等垂直领域需求，提供开箱即用的业务价值
- 兼容主流检测框架（YOLOv5/v8等），支持迁移学习与模型微调
文件下载
资源详情
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294B </span>","children":null,"spread":false},{"title":"AL70448934-1_png.rf.874826ad426707599a1349ce26207c2b.txt <span style='color:#111;'> 291B </span>","children":null,"spread":false},{"title":"apple_invoice_rupee_png.rf.ae9c24ba07a803e54cfe1a9bf58ed366.txt <span style='color:#111;'> 278B </span>","children":null,"spread":false},{"title":"1Password-for-Sexy-Buddha-3-1_png.rf.99d431b11541151e730a46b93eea5afb.txt <span style='color:#111;'> 272B </span>","children":null,"spread":false},{"title":"apple_invoice_email_png.rf.726de06537a0b73f2bb79eb97e3b12c9.txt <span style='color:#111;'> 271B </span>","children":null,"spread":false},{"title":"namecheap-order-119317829-1_png.rf.70a6f7973a4a8399f32ca83cadd781e3.txt <span style='color:#111;'> 267B </span>","children":null,"spread":false},{"title":"......","children":null,"spread":false},{"title":"<span style='color:steelblue;'>文件过多，未全部展示</span>","children":null,"spread":false}],"spread":true}]
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