1000 Synthetic Invoices DataPack

This is a free datapack offering synthetic invoices with annotations for computer vision AI model training. Fully PII compliant, using fictitious details. Created in full 3D environment for varied backgrounds, accurate lighting and natural looking deformations to enhance network resilience and system accuracy.

Mindtech offers multiple datapacks of synthetic data, each containing unique images and annotations. Depending on your use case, it may be beneficial to use multiple datapacks. More datapacks are available on [our page](https://app.snowflake.com/marketplace/providers/GZ1MOZ7BX0R/Mindtech%2520Global). If you're unsure which datapack is best suited to your needs, please contact Mindtech for assistance.

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This datapack includes three tables: ANNOTATION_VIEW, IMAGE_VIEW, and ZIP_VIEW.

ANNOTATION_VIEW contains information for each annotation field including the name of the field, the text within the field, 4 corner coordinates of the field in clockwise order, and the name of the image this annotation belongs to.

IMAGE_VIEW contains information for each image including its name, its size, its URL, and the coordinates of the document corners in the image.

ZIP_VIEW contains the URL to download the zip file containing all images and annotations in the format of Mindtech, ICDAR2015 and Wildreceipt.

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搜集汇总

背景与挑战

背景概述

该数据集包含1000张合成发票图像及标注数据，专为计算机视觉模型训练设计，采用3D环境生成具有多样化背景和自然形变的PII合规数据。数据包提供图像、标注信息和下载链接三个视图表，支持Mindtech、ICDAR2015和Wildreceipt三种格式。