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trocr-base-ru
sherstpasha99/trocr-base-ru
trocr-base-ru is a image-to-text model from sherstpasha99. Use it when you need a caption or text from an image. It is set up for transformers. The card lists the license as apache-2.0.
Finetuned model microsoft/trocr-base-handwritten on large synth datasets from nastyboget.
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At a glance
- Task
- Image-to-Text
- Library
- transformers
- License
- apache-2.0
- Model type
- vision-encoder-decoder
- Access
- Public
- Created
- May 15, 2024
- Updated
- Dec 20, 2024
- SHA
- 02498f08
Model card
From the Hugging Face model README
Model Card for TrOCR-Ru
<!-- Provide a quick summary of what the model is/does. -->Finetuned model microsoft/trocr-base-handwritten on large synth datasets from nastyboget.
Forked from https://huggingface.co/raxtemur/trocr-base-ru
Metrics on HKR/Cyrillic datasets
| Metric | HKR_val | HKR_test1 | HKR_test2 | CYR_val | CYR_test |
|---|---|---|---|---|---|
| Accuracy | 69.9947 | 67.4184 | 69.9187 | 72.3613 | 63.9249 |
| CER | 6.7964 | 8.9113 | 6.7278 | 6.6403 | 9.2576 |
| WER | 21.6688 | 27.3849 | 21.6200 | 27.6715 | 33.2406 |
Last update form 29/02/2024
- Task
- Image-to-Text
- Library
- transformers
- Type
- vision-encoder-decoder
- License
- apache-2.0
- Languages
- ru, en
- Created
- May 15, 2024
- Updated
- Dec 20, 2024