MODEL PROFILE

PP-LCNet_x1_0_doc_ori

PaddlePaddle · PP-LCNet_x1_0_doc_ori

The Document Image Orientation Classification Module is primarily designed to distinguish the orientation of document images and correct them through post-processing. During processes such as document scanning or ID photo capturing, the device might be rotated to achieve clearer images, resulting in images with various orientations. Standard OCR pipelines may not handle these images effectively. By leveraging image classification techniques, the orientation of documents or IDs containing text regions can be pre-determined and adjusted, thereby improving the accuracy of OCR processing. The key accuracy metrics are as follow: PP-LCNet_x1_0_doc_ori 99.06 7 A document image classification model based on PP-LCNet_x1_0, with four categories: 0°, 90°, 180°, and 270°. For details about PaddlePaddle installation, please refer to the PaddlePaddle official website.

Image captioninglicense:apache-2.0
Context windowNot disclosed
Input → OutputImage → Text
Model weightsNot verified
Profile updated2026/10/29 01:31:36
OVERVIEW

Model overview

The Document Image Orientation Classification Module is primarily designed to distinguish the orientation of document images and correct them through post-processing. During processes such as document scanning or ID photo capturing, the device might be rotated to achieve clearer images, resulting in images with various orientations. Standard OCR pipelines may not handle these images effectively. By leveraging image classification techniques, the orientation of documents or IDs containing text regions can be pre-determined and adjusted, thereby improving the accuracy of OCR processing. The key accuracy metrics are as follow: PP-LCNet_x1_0_doc_ori 99.06 7 A document image classification model based on PP-LCNet_x1_0, with four categories: 0°, 90°, 180°, and 270°. For details about PaddlePaddle installation, please refer to the PaddlePaddle official website.

Key features

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PRICING & COST

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INDEPENDENT BENCHMARKS

Public benchmarks & run configuration

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Sources & traceability

许可证:apache-2.0。模型介绍与第三方评测均以原来源的具体版本和方法为准。