1000 Synthetic Invoices DataPack
收藏资源简介：
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. <p><br/></p> 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. <p><br/></p>
本免费数据集包提供带标注的合成发票数据，用于计算机视觉（computer vision）人工智能模型训练。该数据集完全符合个人可识别信息（Personally Identifiable Information, PII）合规要求，所有细节均为虚构内容。其生成于全三维环境，可提供多样化背景、精准光照效果与自然真实的形变效果，以提升模型的鲁棒性与系统识别精度。 Mindtech 提供多款合成数据数据集包，每款均包含独有的图像与标注数据。根据您的实际应用场景，使用多款数据集包可获得更佳效果。更多数据集包可访问[我们的页面](https://app.snowflake.com/marketplace/providers/GZ1MOZ7BX0R/Mindtech%2520Global)获取。若您不确定哪款数据集包最适配自身需求，请联系 Mindtech 寻求协助。 本数据集包包含三张数据表：ANNOTATION_VIEW、IMAGE_VIEW 与 ZIP_VIEW。 ANNOTATION_VIEW 包含每个标注字段的相关信息，包括字段名称、字段内文本、按顺时针顺序排列的字段四角坐标，以及该标注所属的图像名称。 IMAGE_VIEW 包含每张图像的相关信息，包括图像名称、文件大小、下载链接，以及图像中文档的四角坐标。 ZIP_VIEW 包含下载压缩包的链接，该压缩包包含所有图像与标注数据，支持 Mindtech、ICDAR2015 与 Wildreceipt 三种数据格式。
