cordova-plugin-mobile-ocr
This plugin was made possible because of google mobile vision text recognition API. The supported languages are listed in the link. This plugin is absolutely free and will work offline once install is complete. All required files required for Text Recognition are downloaded during install if necessary space is available.
This plugin defines a global textocr
object, which provides an method that accepts image uri or base64 inputs. If some text was detected in the image, this text will be returned as a string. The imageuri or base64 can be send to the plugin using any another plugin like cordova-plugin-camera or cordova-plugin-document-scanner. Although the object is attached to the global scoped window
, it is not available until after the deviceready
event.
document.addEventListener("deviceready", onDeviceReady, false);
function onDeviceReady() {
console.log(textocr);
}
Supported Platforms
Installation Steps
This requires cordova 7.1.0+ , cordova android 6.4.0+ and cordova ios 4.3.0+
npm link :- https://www.npmjs.com/package/cordova-plugin-mobile-ocr
cordova plugin add cordova-plugin-mobile-ocr
For Android that is all.
For iOS please also follow the steps below.
- Once the iOS platform is added in command line, change directory to where podfile is found. Example location :- (myapp/platforms/ios).
- Make sure you have cocoapods installed then in command line do
pod update
. - Now open myapp.xcworkspace which is usually found in the same directory as the podfile, then build and run.
Note :- if you use myapp.xcodeproj to build and run, it will not work and it will show a linker error.
Note :- if you manually create the podfile, please refer to issue #2
Plugin Usage
textocr.recText(sourceType, returnType, uriOrBase, successCallback, errorCallback)
-
textocr.recText
The textocr.recText
function accepts image data as uri or base64 and uses google mobile vision to recognize text and return the recognized text as string on its successcallback.
-
sourceType
The sourceType
parameter can take values 0,1,2,3 or 4 each of which are explained in detail in the table below. sourceType
is an Int
within the native code.
sourceType | uriOrBase | Accuracy | Recommendation | Notes |
---|
0 | NORMFILEURI | Very High | Recommended | On android this is same as NORMNATIVEURI |
1 | NORMNATIVEURI | Very High | Not Recommended (See note below) | On android this is same as NORMFILEURI |
2 | FASTFILEURI | Very Low | Not Recommended | On android this is same as FASTNATIVEURI. Compression allows for faster processing but sacrifices a lot of accuracy. Best used if ocr images will always be extremely large with large text in them. |
3 | FASTNATIVEURI | Very Low | Not Recommended | On android this is same as FASTFILEURI. Compression allows for faster processing but sacrifices a lot of accuracy. Best used if ocr images will always be extremely large with large text in them. |
4 | BASE64 | Very High | Not Recommended | Extremely memory intensive and thus not recommended |
Note :- NORMNATIVEURI & FASTNATIVEURI for iOS uses deprecated methods to access images. This is to support the camera plugin which still uses the deprecated methods to return native image URI's using ALAssetsLibrary. This plugin uses non deprecated PHAsset library whose deprecated method fetchAssets(withALAssetURLs:options:) is used to retrieve the image data.
- returnType
The
returnType
parameter can take values 0,1,2 or 3 each of which are explained in detail in the table below. If a wrong value is passed into this parameter it will default to 3 or ALL
. See the image below the table to get a better understanding of BLOCKS
, LINES
and WORDS
. Each of these (BLOCKS
, LINES
or WORDS
) will contain the entire recognized text but they can be used for better formatting and thus are separated. ALL
will contain all blocks first, followed by a new line character \n
, followed by all lines, followed by another new line character \n
, followed by all words. So using ALL
will return duplicates. returnType
is an Int
within the native code.
returnType | returnConst | Notes |
---|
0 | BLOCKS | Detected blocks of text seperated by two new line \n characters. |
1 | LINES | Detected lines of text seperated by one new line \n character. |
2 | WORDS | Detected words in the text seperated by , and . A comma followed by a space. |
3 | ALL | ALL will contain all blocks first, followed by a new line character \n , followed by all lines, followed by another new line character \n , followed by all words. So using ALL will return duplicates. |
- uriOrBase
The plugin accepts image uri or base64 data in
uriOrBase
which is obtained from another plugin like cordova-plugin-document-scanner or cordova-plugin-camera. This uriOrBase
is then used by the plugin and via google mobile vision, it detects the text on the image. The data required for OCR is initially downloaded when the app is first installed.
Example uriOrBase for NORMFILEURI or FASTFILEURI as obtained from camera plugin or scanner plugin :- file:///var/mobile/Containers/Data/Application/FF505EA5-F16E-4CBA-8F8B-76A219EDA407/tmp/cdv_photo_001.jpg
Example uriOrBase for NORMNATIVEURI or FASTNATIVEURI as obtained from camera plugin. scanner plugin doesn't return this :- assets-library://asset/asset.JPG?id=EFBA7BCD-3031-4646-9874-49368849749A&ext=JPG
-
successCallback
The return value is sent to the successCallback
callback function, in string format if no errors occured.
-
errorCallback
The errorCallback
function returns Scan Failed: Found no text to scan
if no text was detected on the image. It also return other messages based on the error conditions.
Note :- After install the OCR App using this plugin does not need an internet connection for Optical Character Recognition since all the required data is downloaded locally on install.
You can do whatever you want with the string obtained from this plugin, for example:
- Render the image in an
<p>
tag. <p id="pp">nothing yet. wait</p>
in htmlvar element = document.getElementById('pp'); element.innerHTML=recognizedText;
in js
Note :- This plugin doesn't handle permissions as it only requires the URIs or Base64 data of images and thus expects the other plugins that provide it the URI or Base64 data to handle permissions.
Working Examples
Please use cordova plugin add cordova-plugin-camera
or cordova plugin add cordova-plugin-document-scanner
before using the following examples.
Note :- The cordova-plugin-mobile-ocr plugin will not automatically download either of these plugins as dependencies (This is because this plugin can be used as standalone plugin which can accept URIs or Base64 data through any method or plugin).
Using cordova-plugin-camera
navigator.camera.getPicture(onSuccess, onFail, { quality: 100, correctOrientation: true });
function onSuccess(imageData) {
textocr.recText(0, 3, imageData, onSuccess, onFail);
function onSuccess(recognizedText) {
console.log(recognizedText)
alert(recognizedText);
}
function onFail(message) {
alert('Failed because: ' + message);
}
}
function onFail(message) {
alert('Failed because: ' + message);
}
Using cordova-plugin-document-scanner
Note :- base64 and NATIVEURIs won't work with cordova-plugin-document-scanner plugin
scan.scanDoc(1, onSuccess, onFail);
function onSuccess(imageURI) {
textocr.recText(0, 3 imageURI, onSuccess, onFail);
function onSuccess(recognizedText) {
console.log(recognizedText)
alert(recognizedText);
}
function onFail(message) {
alert('Failed because: ' + message);
}
}
function onFail(message) {
alert('Failed because: ' + message);
}
More about us
Find out more or contact us directly here :- http://www.neutrinos.co/
Facebook :- https://www.facebook.com/Neutrinos.co/
LinkedIn :- https://www.linkedin.com/company/25057297/
Twitter :- https://twitter.com/Neutrinosco
Instagram :- https://www.instagram.com/neutrinos.co/