mmocr/docs/en/modelzoo.md

Statistics

• Number of checkpoints: 31
• Number of configs: 28
• Number of papers: 17
  • ALGORITHM: 17

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

• Number of checkpoints: 0
• Number of configs: 0
• Number of papers: 0

Text Detection Models

• Number of checkpoints: 15
• Number of configs: 14
• 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: 13
• Number of configs: 11
• Number of papers: 8
  • [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] Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition
  • [ALGORITHM] {Master