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Ppocrv6 Medium v2 Spanish Manga Rec

This repository contains a custom ONNX export of a PP-OCRv6 medium text recognition model fine-tuned for Spanish manga OCR.

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Model source

Kind
Other
File size
73.0 MB
Version
vInference
Updated
Oct 23, 2026
Source
Hugging Face

Source description

PP-OCRv6 Medium Spanish Manga Recognition V2

This repository contains a custom ONNX export of a PP-OCRv6 medium text recognition model fine-tuned for Spanish manga OCR.

It is a recognition model only. Use it with a text detector such as PP-OCRv5_mobile_det, PP-OCRv6_medium_det, or another PaddleOCR-compatible detector.

Files

  • inference.onnx: ONNX recognizer model.
  • inference.yml: PaddleOCR inference configuration and character dictionary.
  • ppocrv6_medium_v2_spanish_manga_rec.tar: uncompressed browser asset archive containing inference.onnx and inference.yml.
  • onnx_validation.json: ONNX Runtime validation summary.

Input/Output

  • Input tensor: x
  • Input shape: [batch, 3, 48, dynamic_width]
  • Input type: float32
  • Output shape: [batch, time, 18711]
  • ONNX opset: 17

Notes

The model was trained for personal/research Spanish manga OCR experiments. It is strongest when paired with a page pipeline that uses CLAHE preprocessing and filters vertical/non-dialogue/SFX-like detections before or after recognition.

For browser use with PaddleOCR.js-style custom assets, use ppocrv6_medium_v2_spanish_manga_rec.tar.

Limitations

  • This is not a detector.
  • It may attempt to romanize Japanese SFX or non-Spanish decorative text if such crops are passed to the recognizer.
  • Accents are improved but still imperfect; downstream Spanish normalization may help.

Sources

1 source
Hugging FacePrimaryVersion ac176bf5006bbb22e6bfb0ea391c16785974c331
huggingface.co/gcasey2/ppocrv6-medium-v2-spanish-manga-rec/tree/ac176bf5006bbb22e6bfb0ea391c16785974c331

Verified Oct 23

Model artifacts

1 artifact

inference.onnx

onnx · 73.0 MB · SHA-256 da715ab8e2cd…375f · Hugging Face

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Source excerpts

2 excerpts

--- license: other library_name: onnx tags: - ocr - paddleocr - onnx - spanish - manga - text-recognition pipeline_tag: image-to-text --- # PP-OCRv6 Medium Spanish Manga Recognition V2 This repository contains a custom ONNX export of a PP-OCRv6 medium text recognition model fine-tuned for Spanish manga OCR. It is a recognition model only. Use it with a text detector such as `PP-OCRv5_mobile_det`, `PP-OCRv6_medium_det`, or another PaddleOCR-compatible detector. ## Files - `inference.onnx`: ONNX recognizer model. - `inference.yml`: PaddleOCR inference configuration and character dictionary. - `ppocrv6_medium_v2_spanish_manga_rec.tar`: uncompressed browser asset archive containing `inference.onnx` and `inference.yml`. - `onnx_validation.json`: ONNX Runtime validation summary. ## Input/Output - Input tensor: `x` - Input shape: `[batch, 3, 48, dynamic_width]` - Input type: `float32` - Output shape: `[batch, time, 18711]` - ONNX opset: 17 ## Notes The model was trained for personal/research Spanish manga OCR experiments. It is strongest when paired with a page pipeline that uses CLAHE preprocessing and filters vertical/non-dialogue/SFX-like detections before or after recognition. For browser use with PaddleOCR.js-style custom assets, use `ppocrv6_medium_v2_spanish_manga_rec.tar`. ## Limitations - This is not a detector. - It may attempt to romanize Japanese SFX or non-Spanish decorative text if such crops are passed to the recognizer. - Accents are improved but still imperfect; downstream Spanish normalization may help.

Source context: 0 downloads · 0 likes · Pipeline image-to-text · Library onnx · Repo gcasey2/ppocrv6-medium-v2-spanish-manga-rec