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Line segmentation algorithm for Google Vision API.

License: Apache License 2.0

JavaScript 43.37% Kotlin 56.63%
google-vision proposed-algorithm data-extraction invoice segmentation

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ericmp33 avatar jamesrowe08 avatar sshniro avatar

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line-segmentation-algorithm-to-gcp-vision's Issues

Integrating w/ PHP

Hi Niro,

I have a PHP based server app which is using the GCV PHP Library. I am able to run GCV perfectly, but badly need to integrate this package. My solution has been to setup a NodeJS Express microservice w/ api and connect my PHP app to that microservice. That worked perfectly however I'm struggling getting the package to accept my GCV results.

I feel like I am SO close, but would love some help crossing the finish line if you're up for it!

My PHP code to send the response to the NodeJS microservice:

$imageAnnotator = new ImageAnnotatorClient();

$gcv_response = $imageAnnotator->documentTextDetection($preprocessed_image_file_contents);
        
$json_gsv_response = json_encode($gcv_response->serializeToJsonString());
        
try{
    $response = Http::post('http://localhost:3000/line-segmentation',[
        'gcv_response' => $json_gsv_response
    ]);
}
catch(\Exception $exc)
{
    Log::info('$exc: ');
    Log::info(print_r($exc->getMessage(), true));
}

My JS inside the NodeJS microservice:

const express = require('express');

const LineSegmentationAlgorithmToGCPVision = require('line-segmentation-algorithm-to-gcp-vision');

const app = express();
const PORT = process.env.PORT || 3000;

app.use(express.json());

app.post('/line-segmentation', async (req, res) => {
	try {
		const gcv_response = req.body['gcv_response'];

		const parsed_gcv_response = JSON.parse(gcv_response);

		var result =
			LineSegmentationAlgorithmToGCPVision.initLineSegmentation(
				parsed_gcv_response
			);

		res.json({ result });
	} catch (error) {
		res.status(500).json({ error: error.message });
	}
});

app.listen(PORT, () => {
	console.log(`Node.js microservice listening at http://localhost:${PORT}`);
});

The error I'm getting inside of my PHP:

[2023-03-28 13:55:22] development.INFO: HTTP request returned status code 500:
{"error":"Cannot read properties of undefined (reading '0')"}

When I echo out the parsed_gcv_response variable from the NodeJS microservice I am getting this object:

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CA","boundingPoly":{"vertices":[{"y":16},{"x":981,"y":16},{"x":981,"y":1015},{"y":1015}]}},{"description":"1","boundingPoly":{"vertices":[{"x":7,"y":17},{"x":27,"y":17},{"x":26,"y":74},{"x":6,"y":74}]}},{"description":"Mojito","boundingPoly":{"vertices":[{"x":57,"y":17},{"x":219,"y":20},{"x":218,"y":78},{"x":56,"y":75}]}},{"description":"del","boundingPoly":{"vertices":[{"x":248,"y":20},{"x":324,"y":21},{"x":323,"y":79},{"x":247,"y":78}]}},{"description":"King","boundingPoly":{"vertices":[{"x":354,"y":22},{"x":465,"y":24},{"x":464,"y":81},{"x":353,"y":79}]}},{"description":"1","boundingPoly":{"vertices":[{"x":9,"y":84},{"x":29,"y":84},{"x":28,"y":133},{"x":8,"y":133}]}},{"description":"Cilantro","boundingPoly":{"vertices":[{"x":55,"y":84},{"x":271,"y":87},{"x":270,"y":136},{"x":54,"y":133}]}},{"description":"Smash","boundingPoly":{"vertices":[{"x":300,"y":87},{"x":434,"y":89},{"x":433,"y":138},{"x":299,"y":136}]}},{"description":"1","boundingPoly":{"vertices":[{"x":9,"y":148},{"x":30,"y":148},{"x":29,"y":199},{"x":8,"y":199}]}},{"description":"Guac","boundingPoly":{"vertices":[{"x":58,"y":148},{"x":162,"y":150},{"x":161,"y":202},{"x":57,"y":200}]}},{"description":"+","boundingPoly":{"vertices":[{"x":193,"y":152},{"x":218,"y":153},{"x":217,"y":204},{"x":192,"y":203}]}},{"description":"Chips","boundingPoly":{"vertices":[{"x":246,"y":153},{"x":376,"y":156},{"x":375,"y":207},{"x":245,"y":204}]}},{"description":"2","boundingPoly":{"vertices":[{"x":2,"y":220},{"x":30,"y":220},{"x":30,"y":269},{"x":2,"y":269}]}},{"description":"Baja","boundingPoly":{"vertices":[{"x":54,"y":220},{"x":164,"y":221},{"x":164,"y":270},{"x":54,"y":269}]}},{"description":"2.0","boundingPoly":{"vertices":[{"x":189,"y":220},{"x":273,"y":220},{"x":273,"y":270},{"x":189,"y":270}]}},{"description":"1","boundingPoly":{"vertices":[{"x":7,"y":283},{"x":27,"y":283},{"x":27,"y":331},{"x":7,"y":331}]}},{"description":"SPICY","boundingPoly":{"vertices":[{"x":58,"y":283},{"x":191,"y":284},{"x":190,"y":332},{"x":58,"y":331}]}},{"description":"MARGARITA","boundingPoly":{"vertices":[{"x":218,"y":284},{"x":458,"y":286},{"x":457,"y":335},{"x":217,"y":333}]}},{"description":"1","boundingPoly":{"vertices":[{"x":7,"y":351},{"x":26,"y":351},{"x":25,"y":395},{"x":6,"y":395}]}},{"description":"FUT","boundingPoly":{"vertices":[{"x":57,"y":351},{"x":138,"y":352},{"x":137,"y":396},{"x":56,"y":395}]}},{"description":"XX","boundingPoly":{"vertices":[{"x":159,"y":352},{"x":217,"y":353},{"x":216,"y":398},{"x":158,"y":397}]}},{"description":"1","boundingPoly":{"vertices":[{"x":6,"y":418},{"x":24,"y":418},{"x":24,"y":466},{"x":6,"y":466}]}},{"description":"TO","boundingPoly":{"vertices":[{"x":55,"y":418},{"x":106,"y":418},{"x":106,"y":466},{"x":55,"y":466}]}},{"description":"Churros","boundingPoly":{"vertices":[{"x":136,"y":418},{"x":322,"y":418},{"x":322,"y":466},{"x":136,"y":466}]}},{"description":"con","boundingPoly":{"vertices":[{"x":349,"y":418},{"x":427,"y":418},{"x":427,"y":466},{"x":349,"y":466}]}},{"description":"Nutella","boundingPoly":{"vertices":[{"x":459,"y":418},{"x":644,"y":418},{"x":644,"y":466},{"x":459,"y":466}]}},{"description":"1","boundingPoly":{"vertices":[{"x":6,"y":482},{"x":26,"y":482},{"x":25,"y":532},{"x":5,"y":532}]}},{"description":"Camarones","boundingPoly":{"vertices":[{"x":54,"y":482},{"x":296,"y":485},{"x":295,"y":536},{"x":53,"y":533}]}},{"description":"y","boundingPoly":{"vertices":[{"x":323,"y":486},{"x":349,"y":486},{"x":348,"y":536},{"x":322,"y":536}]}},{"description":"Queso","boundingPoly":{"vertices":[{"x":373,"y":486},{"x":512,"y":488},{"x":511,"y":539},{"x":372,"y":537}]}},{"description":"$","boundingPoly":{"vertices":[{"x":808,"y":25},{"x":838,"y":24},{"x":840,"y":71},{"x":810,"y":72}]}},{"description":"12.95","boundingPoly":{"vertices":[{"x":838,"y":23},{"x":973,"y":18},{"x":975,"y":66},{"x":840,"y":71}]}},{"description":"$","boundingPoly":{"vertices":[{"x":810,"y":89},{"x":839,"y":89},{"x":840,"y":135},{"x":811,"y":135}]}},{"description":"11.95","boundingPoly":{"vertices":[{"x":838,"y":88},{"x":972,"y":86},{"x":973,"y":132},{"x":839,"y":134}]}},{"description":"$","boundingPoly":{"vertices":[{"x":838,"y":157},{"x":863,"y":157},{"x":863,"y":200},{"x":838,"y":200}]}},{"description":"8.95","boundingPoly":{"vertices":[{"x":864,"y":156},{"x":970,"y":155},{"x":970,"y":199},{"x":864,"y":200}]}},{"description":"$","boundingPoly":{"vertices":[{"x":809,"y":222},{"x":837,"y":222},{"x":837,"y":268},{"x":809,"y":268}]}},{"description":"21.90","boundingPoly":{"vertices":[{"x":835,"y":222},{"x":974,"y":222},{"x":974,"y":268},{"x":835,"y":268}]}},{"description":"$","boundingPoly":{"vertices":[{"x":807,"y":289},{"x":836,"y":289},{"x":837,"y":335},{"x":808,"y":335}]}},{"description":"12.95","boundingPoly":{"vertices":[{"x":839,"y":288},{"x":972,"y":286},{"x":973,"y":332},{"x":840,"y":334}]}},{"description":"$","boundingPoly":{"vertices":[{"x":836,"y":358},{"x":862,"y":357},{"x":863,"y":400},{"x":837,"y":401}]}},{"description":"9.95","boundingPo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Mojito del King\n1 Cilantro Smash\n1 Guac + Chips\n2 Baja 2.0\n1 SPICY MARGARITA\n1 FUT XX\n1 TO Churros con Nutella\n1\nCamarones y Queso\n$12.95\n$11.95\n$8.95\n$21.90\n$12.95\n$9.95\n$5.95\n$12.90\n$97.50\nSOUS-TOTAL\nTPS\n$4.88\nTVQ\n$9.73\nTOTAL $112.11\n700 4900F0F000 CA"}}

How to use for new images

Hi,

Can you please elaborate on how I can test this on my own images. I tried putting the images in "images" folder and the gcp-vision json output in "json" folder and ran npm test.

But it didnt do anything. Please help. I'm not able to debug as I'm not familiar with nodsJS.

Regards,
Gautam

rtl support

hi,
please add rtl support.
just add an option to lang
and dont do the reverse in lines 21 and 22;

// rtl support

if(dir === 'rtl' ){
lines = lines;
rawText = raw;
}
else{
// reverse to use lifo, because array.shift() will consume 0(n)
lines = lines.reverse();
rawText = rawText.reverse();
}

output visualize

34940084-415cf57e-fa14-11e7-8099-ffa7fbce1b21

I'm implementing end to end line segmentation oct including wrapper for cloud Vision API.

Like the image attached, after you run this program, save it to image (with spatial nearby bounding box and line bounding box) with new bounding box.

Parts of the response missing

Hi Nirojan,

great work I like it.
Just out of curiosity when I run algorithm on my response some part of the response is missing after the algorithm is completed.

Is this an expected behavior?

Best regards
Sascha

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