RapidOcrNet文字识别OCR

nuget: RapidOcrNet NuGet Gallery | RapidOcrNet 3.0.0

测试v6（6秒） 版本的没有v5版本（1秒）的快。

另外：中文的ppocrv5_dict 或者ppocrv6_dict 需要费劲找到。这里找到：ppocrv6_dict.txt        全部：   PaddleOCR/ppocr/utils/dict

模型： RapidOCR · 模型库

 

using RapidOcrNet;
using System;
using System.IO;
using System.Linq;
using SkiaSharp;
using System.Diagnostics;

namespace OcrTest
{
    public class OCRService
    {
        private static readonly RapidOcr _rapidOcr = new RapidOcr();


        public string RecognizeText(string imagePath)
        {
            if (!File.Exists(imagePath))
            { 
                return "[错误] 图片不存在"; 
            }

            using var ocr = new RapidOcr();
            using var sessionOptions = RapidOcr.GetDefaultSessionOptions();   // sensible defaults: ORT_ENABLE_EXTENDED
            try 
            { 
                sessionOptions.AppendExecutionProvider_CUDA();
            }
            // NVIDIA GPU
            catch 
            {
                sessionOptions.AppendExecutionProvider_CPU();
               
            }
        
            //ocr.InitModels(RapidOcrModelSet.PPOCRv6Small);   // PP-OCRv6, balanced size/accuracy
            //ocr.InitModels(RapidOcrModelSet.PPOCRv6Medium,sessionOptions); 
            //ocr.InitModels(); // loads bundled PP-OCRv5 latin models
            ocr.InitModels(
    detPath: "models/v5/ch_PP-OCRv5_mobile_det.onnx",
    clsPath: "models/v5/ch_PP-LCNet_x0_25_textline_ori_cls_mobile.onnx",
    recPath: "models/v5/ch_PP-OCRv5_rec_mobile.onnx",
    keysPath: "models/v5/ppocrv5_ch_dict.txt");

            //OcrResult result = ocr.Detect(imagePath, RapidOcrOptions.PPOCRv6); 
            OcrResult result = ocr.Detect(imagePath, RapidOcrOptions.Default);
            Debug.Print(result.StrRes);       // full recognized text, one line per block
            foreach (var block in result.TextBlocks)
            {
                Debug.Print($"{block.Text}  (avg score: {block.CharScores!.Average():F2})");
              //  return block.Text;
            }
            if (result == null || result.TextBlocks == null || !result.TextBlocks.Any())
            {
                return "[未识别到文字]";
            }

            return string.Join(Environment.NewLine, result.TextBlocks.Select(b => b.Text));
           
        }



  



    }
}