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You are reading the documentation for MMOCR 0.x, which will soon be deprecated by the end of 2022. We recommend you upgrade to MMOCR 1.0 to enjoy fruitful new features and better performance brought by OpenMMLab 2.0. Check out the changelog, code and documentation of MMOCR 1.0 for more details.

Statistics

  • Number of checkpoints: 33

  • Number of configs: 26

  • Number of papers: 19

    • ALGORITHM: 19

Key Information Extraction Models

  • Number of checkpoints: 3

  • Number of configs: 3

  • Number of papers: 1

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

Named Entity Recognition Models

  • Number of checkpoints: 1

  • Number of configs: 1

  • Number of papers: 1

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

Text Detection Models

  • Number of checkpoints: 15

  • Number of configs: 11

  • Number of papers: 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

Text Recognition Models

  • Number of checkpoints: 14

  • Number of configs: 11

  • Number of papers: 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

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