naptha / tesseract.js

Pure Javascript OCR for more than 100 Languages đŸ“–đŸŽ‰đŸ–„
http://tesseract.projectnaptha.com/
Apache License 2.0
34.73k stars 2.2k forks source link

recognize not working for if image is passed as buffer. #149

Closed ashokkumarjuly closed 6 years ago

ashokkumarjuly commented 7 years ago

Hi, I am integrating tesseract with node server with webpack and getting error invalid image data while passing the image buffer to tesseract,js getting following error " Uncaught Invalid ImageData", below is my code,

var baseStr = "data:image/png;base64,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";

var imageBuffer = Buffer.from(baseStr , 'base64');

Tesseract
    .recognize(imageBuffer)
    .progress(message => {
      var progressStatus = message.status + " [" + Math.ceil(message.progress * 100) + "%]";
      console.log(progressStatus);
    })
    .catch(err => console.error('error', err))
    .then((tesseractResult) => {
      console.log(tesseractResult);
      let t = new Date();
      console.log("millis", (t.getTime() - d.getTime()));
    })
    .finally(resultOrError => console.log('finally', resultOrError));

What i am missing,..

ashokkumarjuly commented 6 years ago

Passing the "base64" image directly into recognize it worked.

Studnicky commented 6 years ago

Curious to see your implementation @ashokkumarjuly - Tesseract is throwing the following at me when I try that:

Error: ENAMETOOLONG: name too long

ashokkumarjuly commented 6 years ago

@Studnicky, below is my code

var base64Str = "data:image/png;base64,........ ..... ......"; var d = new Date();

Tesseract .recognize( base64Str
) .progress(message => console.log(message.status + " [" + Math.ceil(message.progress * 100) + "%]")) .catch(err => console.error('tessaract error ', err)) .then((tesseractResult) => {
var t = new Date(); console.log("Tesssaract: millis", (t.getTime() - d.getTime())); return tesseractResult; }) .finally(resultOrError => console.log(resultOrError))

Studnicky commented 6 years ago

Hmm. Maybe my image is, in fact, too large. I'll see if just straight up resizing it helps and come back to this.

socialcode-rob1 commented 6 years ago

I keep getting "Can currently only create a Blob from other Blobs."

Only differences between you example is ..

  1. my base64 object is missing the data attribute

When I try to concat them it gives me the same error.