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MindOCR v0.3.0

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@panshaowu panshaowu released this 15 Dec 09:41
· 61 commits to main since this release
5842c7f
  1. New MindOCR version adapted to MindSpore 2.2
  2. Add New Models
    YOLOv8 nano-based layout analysis algorithm
    LayoutXLM SER
    VI-LayoutXLM SER
    PP-OCRv3 DBNet and SVTR
  3. Offline Inference
    Support YOLOv8 nano-based layout analysis on Ascend 310
    Support PP-OCRv4 (third-party model) text detection and recognition on Ascend 310
  4. Support Multi-specification Ascend 910
    DBNet ResNet-50
    DBNet++ ResNet-50
    CRNN VGG7
    SVTR-Tiny
    FCENet
    ABINet
  5. Bug fixes
    [PR#587] Fix the performance degradation issues on PyNative mode
    [PR#601] Fix the layout issues of visualization results when the text is vertical
    [PR#618] Avoid loading ckpt abundantly by revise yaml file of DBNet
    [PR#620] Fix the precision issues of PP-OCRv3 offline inference
    [PR#622] Fix some error URL address on the readme
    [PR#627] Fix the bug that CPU usage is too high in some offline inference scenarios