注意

您正在阅读 MMOCR 0.x 版本的文档。MMOCR 0.x 会在 2022 年末开始逐步停止维护，建议您及时升级到 MMOCR 1.0 版本，享受由 OpenMMLab 2.0 带来的更多新特性和更佳的性能表现。阅读 MMOCR 1.0 的维护计划、 发版日志、 代码 和 文档 以了解更多。

统计数据

• 模型权重文件数量： 33

• 配置文件数量： 26

• 论文数量： 19

  • ALGORITHM: 19

关键信息提取模型

• 模型权重文件数量： 3

• 配置文件数量： 3

• 论文数量： 1

  • [ALGORITHM] Spatial Dual-Modality Graph Reasoning for Key Information Extraction

命名实体识别模型

• 模型权重文件数量： 1

• 配置文件数量： 1

• 论文数量： 1

  • [ALGORITHM] Bert: Pre-Training of Deep Bidirectional Transformers for Language Understanding

文本检测模型

• 模型权重文件数量： 15

• 配置文件数量： 11

• 论文数量： 8

  • [ALGORITHM] Deep Relational Reasoning Graph Network for Arbitrary Shape Text Detection

  • [ALGORITHM] Efficient and Accurate Arbitrary-Shaped Text Detection With Pixel Aggregation Network

  • [ALGORITHM] Fourier Contour Embedding for Arbitrary-Shaped Text Detection

  • [ALGORITHM] Mask R-CNN

  • [ALGORITHM] Real-Time Scene Text Detection With Differentiable Binarization and Adaptive Scale Fusion

  • [ALGORITHM] Real-Time Scene Text Detection With Differentiable Binarization

  • [ALGORITHM] Shape Robust Text Detection With Progressive Scale Expansion Network

  • [ALGORITHM] Textsnake: A Flexible Representation for Detecting Text of Arbitrary Shapes

文本识别模型

• 模型权重文件数量： 14

• 配置文件数量： 11

• 论文数量： 9

  • [ALGORITHM] An End-to-End Trainable Neural Network for Image-Based Sequence Recognition and Its Application to Scene Text Recognition

  • [ALGORITHM] Nrtr: A No-Recurrence Sequence-to-Sequence Model for Scene Text Recognition

  • [ALGORITHM] On Recognizing Texts of Arbitrary Shapes With 2d Self-Attention

  • [ALGORITHM] Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition

  • [ALGORITHM] Robust Scene Text Recognition With Automatic Rectification

  • [ALGORITHM] Robustscanner: Dynamically Enhancing Positional Clues for Robust Text Recognition

  • [ALGORITHM] Segocr Simple Baseline.

  • [ALGORITHM] Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition

  • [ALGORITHM] {Master