Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Update to v5 #830

Merged
merged 19 commits into from
Sep 28, 2023
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension


Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 2 additions & 2 deletions .gitignore
Original file line number Diff line number Diff line change
@@ -1,8 +1,8 @@
.DS_Store
node_modules/*
yarn.lock
tesseract.dev.js
worker.dev.js
tesseract.min.js
worker.min.js
*.traineddata
*.traineddata.gz
.nyc_output
Expand Down
111 changes: 48 additions & 63 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -31,82 +31,32 @@ Video Real-time Recognition


Tesseract.js wraps a [webassembly port](https://github.com/naptha/tesseract.js-core) of the [Tesseract](https://github.com/tesseract-ocr/tesseract) OCR Engine.
It works in the browser using [webpack](https://webpack.js.org/) or plain script tags with a [CDN](#CDN) and on the server with [Node.js](https://nodejs.org/en/).
It works in the browser using [webpack](https://webpack.js.org/), esm, or plain script tags with a [CDN](#CDN) and on the server with [Node.js](https://nodejs.org/en/).
After you [install it](#installation), using it is as simple as:

```javascript
import Tesseract from 'tesseract.js';

Tesseract.recognize(
'https://tesseract.projectnaptha.com/img/eng_bw.png',
'eng',
{ logger: m => console.log(m) }
).then(({ data: { text } }) => {
console.log(text);
})
```

Or using workers (recommended for production use):

```javascript
import { createWorker } from 'tesseract.js';

const worker = await createWorker({
logger: m => console.log(m)
});

(async () => {
await worker.loadLanguage('eng');
await worker.initialize('eng');
const { data: { text } } = await worker.recognize('https://tesseract.projectnaptha.com/img/eng_bw.png');
console.log(text);
const worker = await createWorker('eng');
const data = await worker.recognize('https://tesseract.projectnaptha.com/img/eng_bw.png');
console.log(data.text);
await worker.terminate();
})();
```
When recognizing multiple images, users should create a worker once, run `worker.recognize` for each image, and then run `worker.terminate()` once at the end (rather than running the above snippet for every image).

For a basic overview of the functions, including the pros/cons of different approaches, see the [intro](./docs/intro.md). [Check out the docs](#documentation) for a full explanation of the API.

## Major changes in v4
Version 4 includes many new features and bug fixes--see [this issue](https://github.com/naptha/tesseract.js/issues/662) for a full list. Several highlights are below.

- Added rotation preprocessing options (including auto-rotate) for significantly better accuracy
- Processed images (rotated, grayscale, binary) can now be retrieved
- Improved support for parallel processing (schedulers)
- Breaking changes:
- `createWorker` is now async
- `getPDF` function replaced by `pdf` recognize option

## Major changes in v3
- Significantly faster performance
- Runtime reduction of 84% for Browser and 96% for Node.js when recognizing the [example images](./examples/data)
- Upgrade to Tesseract v5.1.0 (using emscripten 3.1.18)
- Added SIMD-enabled build for supported devices
- Added support:
- Node.js version 18
- Removed support:
- ASM.js version, any other old versions of Tesseract.js-core (<3.0.0)
- Node.js versions 10 and 12

## Major changes in v2
- Upgrade to tesseract v4.1.1 (using emscripten 1.39.10 upstream)
- Support multiple languages at the same time, eg: eng+chi\_tra for English and Traditional Chinese
- Supported image formats: png, jpg, bmp, pbm
- Support WebAssembly (fallback to ASM.js when browser doesn't support)
- Support Typescript

Read a story about v2: <a href="https://jeromewu.github.io/why-i-refactor-tesseract.js-v2/">Why I refactor tesseract.js v2?</a><br>
Check the <a href="https://github.com/naptha/tesseract.js/tree/support/1.x">support/1.x</a> branch for version 1
## Installation
Tesseract.js works with a `<script>` tag via local copy or CDN, with webpack via `npm` and on Node.js with `npm/yarn`.


### CDN
```html
<!-- v4 -->
<script src='https://cdn.jsdelivr.net/npm/tesseract.js@4/dist/tesseract.min.js'></script>
<!-- v5 -->
<script src='https://cdn.jsdelivr.net/npm/tesseract.js@5/dist/tesseract.min.js'></script>
```
After including the script the `Tesseract` variable will be globally available.
After including the script the `Tesseract` variable will be globally available and a worker can be created using `Tesseract.createWorker`.

Alternatively, an ESM build (used with `import` syntax) can be found at `https://cdn.jsdelivr.net/npm/tesseract.js@5/dist/tesseract.esm.min.js`.

### Node.js

Expand All @@ -122,16 +72,51 @@ npm install [email protected]
yarn add [email protected]
```


## Documentation

* [Intro](./docs/intro.md)
* [Workers vs. Schedulers](./docs/workers_vs_schedulers.md)
* [Examples](./docs/examples.md)
* [Image Format](./docs/image-format.md)
* [Supported Image Formats](./docs/image-format.md)
* [API](./docs/api.md)
* [Local Installation](./docs/local-installation.md)
* [FAQ](./docs/faq.md)

## Major changes in v5
Version 5 changes are documented in [this issue](https://github.com/naptha/tesseract.js/issues/820). Highlights are below.

- Significantly smaller files by default (54% smaller for English, 73% smaller for Chinese)
- This results in a ~50% reduction in runtime for first-time users (who do not have the files cached yet)
- Significantly lower memory usage
- Compatible with iOS 17 (using default settings)
- Breaking changes:
- `createWorker` arguments changed
- Setting non-default language and OEM now happens in `createWorker`
- E.g. `createWorker("chi_sim", 1)`
- `worker.initialize` and `worker.loadLanguage` functions now do nothing and can be deleted from code
- See [this issue](https://github.com/naptha/tesseract.js/issues/820) for full list

## Major changes in v4
Version 4 includes many new features and bug fixes--see [this issue](https://github.com/naptha/tesseract.js/issues/662) for a full list. Several highlights are below.

- Added rotation preprocessing options (including auto-rotate) for significantly better accuracy
- Processed images (rotated, grayscale, binary) can now be retrieved
- Improved support for parallel processing (schedulers)
- Breaking changes:
- `createWorker` is now async
- `getPDF` function replaced by `pdf` recognize option

## Major changes in v3
- Significantly faster performance
- Runtime reduction of 84% for Browser and 96% for Node.js when recognizing the [example images](./examples/data)
- Upgrade to Tesseract v5.1.0 (using emscripten 3.1.18)
- Added SIMD-enabled build for supported devices
- Added support:
- Node.js version 18
- Removed support:
- ASM.js version, any other old versions of Tesseract.js-core (<3.0.0)
- Node.js versions 10 and 12


## Use tesseract.js the way you like!

- Electron Version: https://github.com/Balearica/tesseract.js-electron
Expand Down Expand Up @@ -167,7 +152,7 @@ npm start
```

The development server will be available at http://localhost:3000/examples/browser/demo.html in your favorite browser.
It will automatically rebuild `tesseract.dev.js` and `worker.dev.js` when you change files in the **src** folder.
It will automatically rebuild `tesseract.min.js` and `worker.min.js` when you change files in the **src** folder.

### Online Setup with a single Click

Expand Down
11 changes: 3 additions & 8 deletions benchmarks/browser/auto-rotate-benchmark.html
Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
<html>

<head>
<script src="/dist/tesseract.dev.js"></script>
<script src="/dist/tesseract.min.js"></script>
<style>
.column {
float: left;
Expand Down Expand Up @@ -37,15 +37,10 @@

const element = document.getElementById("imgRow");

const worker = await Tesseract.createWorker({
const worker = await Tesseract.createWorker('eng', 0, {
// corePath: '/tesseract-core-simd.wasm.js',
workerPath: "/dist/worker.dev.js"
workerPath: "/dist/worker.min.js"
});
await worker.loadLanguage('eng');
await worker.initialize('eng');

await worker.initialize();


const fileArr = ["../data/meditations.jpg", "../data/tyger.jpg", "../data/testocr.png"];
let timeTotal = 0;
Expand Down
24 changes: 14 additions & 10 deletions benchmarks/browser/speed-benchmark.html
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
<html>
<head>
<script src="/dist/tesseract.dev.js"></script>
<script src="/dist/tesseract.min.js"></script>
</head>
<body>
<textarea id="message">Working...</textarea>
Expand All @@ -13,20 +13,21 @@
const { createWorker } = Tesseract;

(async () => {
const worker = await createWorker({
// corePath: '/tesseract-core-simd.wasm.js',
workerPath: "/dist/worker.dev.js"
const worker = await createWorker("eng", 1, {
corePath: '../../node_modules/tesseract.js-core',
workerPath: "/dist/worker.min.js",
});
await worker.loadLanguage('eng');
await worker.initialize('eng');

// The performance.measureUserAgentSpecificMemory function only runs under specific circumstances for security reasons.
// See: https://developer.mozilla.org/en-US/docs/Web/API/Performance/measureUserAgentSpecificMemory#security_requirements
// Launching a server using `npm start` and accessing via localhost on the same system should meet these conditions.
const debugMemory = true;
if (debugMemory && crossOriginIsolated) {
console.log("Memory utilization after initialization:");
console.log(await performance.measureUserAgentSpecificMemory());
const memObj = await performance.measureUserAgentSpecificMemory();
const memMb = memObj.breakdown.map((x) => {if(x.attribution?.[0]?.scope == "DedicatedWorkerGlobalScope") return x.bytes}).reduce((a, b) => (a || 0) + (b || 0), 0) / 1e6;

console.log(`Worker memory utilization after initialization: ${memMb} MB`);

} else {
console.log("Unable to run `performance.measureUserAgentSpecificMemory`: not crossOriginIsolated.")
}
Expand All @@ -45,8 +46,11 @@
}

if (debugMemory && crossOriginIsolated) {
console.log("Memory utilization after recognition:");
console.log(await performance.measureUserAgentSpecificMemory());
const memObj = await performance.measureUserAgentSpecificMemory();
const memMb = memObj.breakdown.map((x) => {if(x.attribution?.[0]?.scope == "DedicatedWorkerGlobalScope") return x.bytes}).reduce((a, b) => (a || 0) + (b || 0), 0) / 1e6;

console.log(`Worker memory utilization after recognition: ${memMb} MB`);

}

document.getElementById('message').innerHTML += "\nTotal runtime: " + timeTotal + "s";
Expand Down
2 changes: 0 additions & 2 deletions benchmarks/node/speed-benchmark.js
Original file line number Diff line number Diff line change
Expand Up @@ -4,8 +4,6 @@ const { createWorker } = require('../../');

(async () => {
const worker = await createWorker();
await worker.loadLanguage('eng');
await worker.initialize('eng');
const fileArr = ["../data/meditations.jpg", "../data/tyger.jpg", "../data/testocr.png"];
let timeTotal = 0;
for (let file of fileArr) {
Expand Down
Loading