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metadata
language:
  - zh
tags:
  - hisilicon
  - hispark
  - npu
  - openharmony
  - modelzoo
  - pytorch
  - ocr

PaddleOCRv4-rec

PP-OCRv4识别模型在PP-OCRv3的基础上进一步升级。整体的框架保持了与PP-OCRv3识别模型相同的pipeline,分别进行了数据、网络结构、训练策略等方面的优化。

Mirror Metadata

  • Hugging Face repo: shadow-cann/hispark-modelzoo-paddleocrv4-rec
  • Portal model id: j918qkd0tk00
  • Created at: 2026-04-02 09:49:40
  • Updated at: 2026-04-08 16:07:07
  • Category: 计算机视觉

Framework

  • PyTorch

Supported OS

  • OpenHarmony
  • Linux

Computing Power

  • Hi3403V100 SVP_NNN
  • Hi3403V100 NNN

Tags

  • OCR

Detail Parameters

  • 输入: 960x960
  • 参数量: 3.476M
  • 计算量: 24.83GFLOPs

Files In This Repo

  • rec.om (编译模型 / A8W8; 编译模型 / OM 元数据 / A8W8)
  • rec_om-FP16.om (编译模型 / FP16)
  • ch_ptocr_v4_rec_infer_source-model.pth (源模型 / 源模型下载)
  • ch_ptocr_v4_rec_simplified_source-model.onnx (源模型 / 源模型下载)
  • ch_ptocr_v4_rec_infer.pth (源模型 / 源模型元数据)
  • ch_ptocr_v4_rec_simplified.onnx (源模型 / 源模型元数据)
  • SVP_NNN_PC_V1.0.6.0.tgz (附加资源 / 附加资源)

Upstream Links

Notes

  • This repository was mirrored from the HiSilicon Developer Portal model card and local downloads captured on 2026-03-27.
  • File ownership follows the portal card mapping, not just filename similarity.