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--- |
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license: apache-2.0 |
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datasets: |
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- nastyboget/stackmix_hkr_large |
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- nastyboget/stackmix_cyrillic_large |
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- nastyboget/synthetic_cyrillic_large |
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language: |
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- ru |
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- en |
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pipeline_tag: image-to-text |
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widget: |
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- src: examples/1.png |
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- src: examples/2.png |
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- src: examples/3.png |
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- src: examples/4.png |
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tags: |
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- ocr |
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--- |
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# Model Card for TrOCR-Ru |
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<!-- Provide a quick summary of what the model is/does. --> |
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Finetuned model [microsoft/trocr-base-handwritten](https://huggingface.co/microsoft/trocr-base-handwritten) on large synth datasets from [nastyboget](https://huggingface.co/nastyboget). |
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## Metrics on HKR/Cyrillic datasets |
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| Metric | HKR_val | HKR_test1 | HKR_test2 | CYR_val | CYR_test | |
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|:--------:|:---------:|:---------:|:---------:|:---------:|:---------:| |
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| Accuracy | 69.9947 | 67.4184 | 69.9187 | 72.3613 | 63.9249 | |
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| CER | 6.7964 | 8.9113 | 6.7278 | 6.6403 | 9.2576 | |
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| WER | 21.6688 | 27.3849 | 21.6200 | 27.6715 | 33.2406 | |
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Last update form 29/02/2024 |
