NexaAI / paddleocr-npu-mobile

huggingface.co
Total runs: 24
24-hour runs: 0
7-day runs: 3
30-day runs: -6
Model's Last Updated: Fevereiro 12 2026
image-to-text

Introduction of paddleocr-npu-mobile

Model Details of paddleocr-npu-mobile

PaddleOCR v4 (PP-OCRv4) for Android

Quickstart

See Documentation

Model Description

PP-OCRv4 is the fourth-generation end-to-end optical character recognition system from the PaddlePaddle team.
It combines a lightweight text detection → angle classification → text recognition pipeline with improved training techniques and data augmentation, delivering higher accuracy and robustness while staying efficient for real-time use.

PP-OCRv4 supports multilingual OCR (Latin and non-Latin scripts), irregular layouts (rotated/curved text), and challenging inputs such as noisy or low-resolution images often found in mobile and document-scan scenarios.

Features
  • End-to-end OCR : text detection, optional angle classification, and text recognition in one pipeline.
  • Multilingual support : pretrained models for English, Chinese, and dozens of other languages; easy finetuning for domain text.
  • Robust in real-world conditions : handles rotation, perspective distortion, blur, low light, and complex backgrounds.
  • Lightweight & fast : practical for both mobile apps and large-scale server deployments.
  • Flexible I/O : works with photos, scans, screenshots, receipts, invoices, ID cards, dashboards, and UI text.
  • Extensible : swap components (detector/recognizer), add language packs, or finetune on domain datasets.
Use Cases
  • Document digitization (invoices, receipts, forms, contracts)
  • RPA and back-office automation (screen/OCR flows)
  • Mobile scanning apps and camera-based translation/read-aloud
  • Industrial and retail analytics (labels, price tags, shelf tags)
  • Accessibility (screen-readers and read-aloud applications)
Inputs and Outputs

Input : Image (photo, scan, or screenshot).
Output : A list of detected text regions, each with:

  • bounding box (rectangular or polygonal)
  • recognized text string
  • optional confidence score and orientation
License
References

Runs of NexaAI paddleocr-npu-mobile on huggingface.co

24
Total runs
0
24-hour runs
-2
3-day runs
3
7-day runs
-6
30-day runs

More Information About paddleocr-npu-mobile huggingface.co Model

paddleocr-npu-mobile huggingface.co

paddleocr-npu-mobile huggingface.co is an AI model on huggingface.co that provides paddleocr-npu-mobile's model effect (), which can be used instantly with this NexaAI paddleocr-npu-mobile model. huggingface.co supports a free trial of the paddleocr-npu-mobile model, and also provides paid use of the paddleocr-npu-mobile. Support call paddleocr-npu-mobile model through api, including Node.js, Python, http.

paddleocr-npu-mobile huggingface.co Url

https://huggingface.co/NexaAI/paddleocr-npu-mobile

NexaAI paddleocr-npu-mobile online free

paddleocr-npu-mobile huggingface.co is an online trial and call api platform, which integrates paddleocr-npu-mobile's modeling effects, including api services, and provides a free online trial of paddleocr-npu-mobile, you can try paddleocr-npu-mobile online for free by clicking the link below.

NexaAI paddleocr-npu-mobile online free url in huggingface.co:

https://huggingface.co/NexaAI/paddleocr-npu-mobile

paddleocr-npu-mobile install

paddleocr-npu-mobile is an open source model from GitHub that offers a free installation service, and any user can find paddleocr-npu-mobile on GitHub to install. At the same time, huggingface.co provides the effect of paddleocr-npu-mobile install, users can directly use paddleocr-npu-mobile installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

paddleocr-npu-mobile install url in huggingface.co:

https://huggingface.co/NexaAI/paddleocr-npu-mobile

Url of paddleocr-npu-mobile

paddleocr-npu-mobile huggingface.co Url

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