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feat(new tool): Math OCR to Latex

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FIx #1009
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sharevb 2024-08-23 22:04:25 +02:00 • committed by ShareVB
parent 318fb6efb9
commit 6fbff77e92
7 changed files with 760 additions and 18 deletions
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2
package.json
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@ -35,6 +35,7 @@
"release": "node ./scripts/release.mjs"
},
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@ -90,6 +91,7 @@
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588
pnpm-lock.yaml generated
View file

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engines: {node: '>=14'}
dev: false
/simple-swizzle@0.2.2:
resolution: {integrity: sha512-JA//kQgZtbuY83m+xT+tXJkmJncGMTFT+C+g2h2R9uxkYIrE2yy9sgmcLhCnw57/WSD+Eh3J97FPEDFnbXnDUg==}
dependencies:
is-arrayish: 0.3.2
dev: false
/sirv@2.0.3:
resolution: {integrity: sha512-O9jm9BsID1P+0HOi81VpXPoDxYP374pkOLzACAoyUQ/3OUVndNpsz6wMnY2z+yOxzbllCKZrM+9QrWsv4THnyA==}
engines: {node: '>= 10'}
@ -8238,6 +8743,15 @@ packages:
strip-ansi: 6.0.1
dev: false
/string-width@5.1.2:
resolution: {integrity: sha512-HnLOCR3vjcY8beoNLtcjZ5/nxn2afmME6lhrDrebokqMap+XbeW8n9TXpPDOqdGK5qcI3oT0GKTW6wC7EMiVqA==}
engines: {node: '>=12'}
dependencies:
eastasianwidth: 0.2.0
emoji-regex: 9.2.2
strip-ansi: 7.1.0
dev: false
/string.prototype.matchall@4.0.10:
resolution: {integrity: sha512-rGXbGmOEosIQi6Qva94HUjgPs9vKW+dkG7Y8Q5O2OYkWL6wFaTRZO8zM4mhP94uX55wgyrXzfS2aGtGzUL7EJQ==}
dependencies:
@ -8298,6 +8812,13 @@ packages:
dependencies:
ansi-regex: 5.0.1
/strip-ansi@7.1.0:
resolution: {integrity: sha512-iq6eVVI64nQQTRYq2KtEg2d2uU7LElhTJwsH4YzIHZshxlgZms/wIc4VoDQTlG/IvVIrBKG06CrZnp0qv7hkcQ==}
engines: {node: '>=12'}
dependencies:
ansi-regex: 6.0.1
dev: false
/strip-bom-string@1.0.0:
resolution: {integrity: sha512-uCC2VHvQRYu+lMh4My/sFNmF2klFymLX1wHJeXnbEJERpV/ZsVuonzerjfrGpIGF7LBVa1O7i9kjiWvJiFck8g==}
engines: {node: '>=0.10.0'}
@ -8383,6 +8904,18 @@ packages:
tslib: 2.5.0
dev: true
/tar@7.4.3:
resolution: {integrity: sha512-5S7Va8hKfV7W5U6g3aYxXmlPoZVAwUMy9AOKyF2fVuZa2UD3qZjg578OrLRt8PcNN1PleVaL/5/yYATNL0ICUw==}
engines: {node: '>=18'}
dependencies:
'@isaacs/fs-minipass': 4.0.1
chownr: 3.0.0
minipass: 7.1.2
minizlib: 3.0.1
mkdirp: 3.0.1
yallist: 5.0.0
dev: false
/temp-dir@2.0.0:
resolution: {integrity: sha512-aoBAniQmmwtcKp/7BzsH8Cxzv8OL736p7v1ihGb5e9DJ9kTwGWHrQrVB5+lfVDzfGrdRzXch+ig7LHaY1JTOrg==}
engines: {node: '>=8'}
@ -8657,7 +9190,6 @@ packages:
/undici-types@5.26.5:
resolution: {integrity: sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA==}
dev: true
/unhead@0.5.1:
resolution: {integrity: sha512-5ZZ0wNRWWdY8+YEg3sX4IXr5r2duc1JslUyfHX1rAGBsaJ62IJRxI6DmgZqSEN0yfqYclCZenxNG+rmWjPKFQw==}
@ -9218,6 +9750,10 @@ packages:
'@vue/devtools-api': 6.5.0
vue: 3.3.4
/vue-mathjax-next@0.0.6:
resolution: {integrity: sha512-H4nZ8t31TmBJgiR6pHrOGz+RWhlw34d0yhD8fi8CnXoGOydGFreNH/Crd/9Jfd2IMSu/I0AC3ymT9D09JRMIrw==}
dev: false
/vue-router@4.1.6(vue@3.3.4):
resolution: {integrity: sha512-DYWYwsG6xNPmLq/FmZn8Ip+qrhFEzA14EI12MsMgVxvHFDYvlr4NXpVF5hrRH1wVcDP8fGi5F4rxuJSl8/r+EQ==}
peerDependencies:
@ -9370,7 +9906,6 @@ packages:
engines: {node: '>= 8'}
dependencies:
isexe: 2.0.0
dev: true
/which@3.0.0:
resolution: {integrity: sha512-nla//68K9NU6yRiwDY/Q8aU6siKlSs64aEC7+IV56QoAuyQT2ovsJcgGYGyqMOmI/CGN1BOR6mM5EN0FBO+zyQ==}
@ -9543,6 +10078,24 @@ packages:
strip-ansi: 6.0.1
dev: false
/wrap-ansi@7.0.0:
resolution: {integrity: sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==}
engines: {node: '>=10'}
dependencies:
ansi-styles: 4.3.0
string-width: 4.2.3
strip-ansi: 6.0.1
dev: false
/wrap-ansi@8.1.0:
resolution: {integrity: sha512-si7QWI6zUMq56bESFvagtmzMdGOtoxfR+Sez11Mobfc7tm+VkUckk9bW2UeffTGVUbOksxmSw0AA2gs8g71NCQ==}
engines: {node: '>=12'}
dependencies:
ansi-styles: 6.2.1
string-width: 5.1.2
strip-ansi: 7.1.0
dev: false
/wrappy@1.0.2:
resolution: {integrity: sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==}
@ -9601,6 +10154,11 @@ packages:
/yallist@4.0.0:
resolution: {integrity: sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==}
/yallist@5.0.0:
resolution: {integrity: sha512-YgvUTfwqyc7UXVMrB+SImsVYSmTS8X/tSrtdNZMImM+n7+QTriRXyXim0mBrTXNeqzVF0KWGgHPeiyViFFrNDw==}
engines: {node: '>=18'}
dev: false
/yaml-eslint-parser@1.2.2:
resolution: {integrity: sha512-pEwzfsKbTrB8G3xc/sN7aw1v6A6c/pKxLAkjclnAyo5g5qOh6eL9WGu0o3cSDQZKrTNk4KL4lQSwZW+nBkANEg==}
engines: {node: ^14.17.0 || >=16.0.0}

8
src/tools/index.ts
View file

@ -2,6 +2,7 @@ import { tool as base64FileConverter } from './base64-file-converter';
import { tool as base64StringConverter } from './base64-string-converter';
import { tool as basicAuthGenerator } from './basic-auth-generator';
import { tool as emailNormalizer } from './email-normalizer';
import { tool as mathOcr } from './math-ocr';
import { tool as asciiTextDrawer } from './ascii-text-drawer';
@ -162,7 +163,12 @@ export const toolsByCategory: ToolCategory[] = [
},
{
name: 'Math',
components: [mathEvaluator, etaCalculator, percentageCalculator],
components: [
mathEvaluator,
etaCalculator,
percentageCalculator,
mathOcr,
],
},
{
name: 'Measurement',

12
src/tools/math-ocr/index.ts Normal file
View file

@ -0,0 +1,12 @@
import { MathSymbols } from '@vicons/tabler';
import { defineTool } from '../tool';
export const tool = defineTool({
name: 'Math OCR',
path: '/math-ocr',
description: 'Convert Math Formula images to Latex',
keywords: ['math', 'ocr', 'latex', 'formula', 'image'],
component: () => import('./math-ocr.vue'),
icon: MathSymbols,
createdAt: new Date('2024-08-15'),
});

97
src/tools/math-ocr/math-ocr.vue Normal file
View file

@ -0,0 +1,97 @@
<script setup lang="ts">
import type { Ref } from 'vue';
import { pipeline } from '@huggingface/transformers';
import VueMathjax from 'vue-mathjax-next';
import { useScriptTag } from '@vueuse/core';
import TextareaCopyable from '@/components/TextareaCopyable.vue';
useScriptTag('https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.2/MathJax.js?config=TeX-AMS_HTML');
const ocrInProgress = ref(false);
const fileInput = ref() as Ref<File>;
const latexResult = computedAsync(async () => {
try {
return (await ocr(fileInput.value));
}
catch (e: any) {
return e.toString();
}
});
async function onUpload(file: File) {
if (file) {
fileInput.value = file;
}
}
function toBase64(file: File) {
return new Promise<string>((resolve, reject) => {
const reader = new FileReader();
reader.readAsDataURL(file);
reader.onload = () => resolve(reader.result?.toString() ?? '');
reader.onerror = error => reject(error);
});
}
type TexifyResult = Array<{ generated_text: string }>;
async function ocr(file: File) {
if (!file) {
return '';
}
ocrInProgress.value = true;
const imgBase64 = await toBase64(file);
const pipe = await pipeline('image-to-text', 'Xenova/texify');
const out: TexifyResult = (await pipe(imgBase64, { max_new_tokens: 384 })) as TexifyResult;
ocrInProgress.value = false;
return out.map(t => t.generated_text).join('\n');
};
</script>
<template>
<div style="max-width: 600px;">
<c-alert type="warning" mb-2>
NB: processing is done in your browser, so be patient, processing can take a while
<br>
This tool required internet connection (to access models)
</c-alert>
<c-file-upload
title="Drag and drop a Image here, or click to select a file"
paste-image
@file-upload="onUpload"
/>
<n-divider />
<div>
<h3>Latex Result</h3>
<TextareaCopyable
v-if="!ocrInProgress"
v-model:value="latexResult"
:word-wrap="true" mb-2
/>
<div style="text-align: center">
<VueMathjax
v-if="!ocrInProgress"
:formula="latexResult"
/>
</div>
<n-spin
v-if="ocrInProgress"
size="small"
/>
</div>
</div>
</template>
<style lang="less" scoped>
::v-deep(.n-upload-trigger) {
width: 100%;
}
</style>

3
src/tools/math-ocr/vue-mathjax-next.d.ts vendored Normal file
View file

@ -0,0 +1,3 @@
declare module "vue-mathjax-next" {
}

68
src/ui/c-file-upload/c-file-upload.vue
View file

@ -5,10 +5,12 @@ const props = withDefaults(defineProps<{
multiple?: boolean
accept?: string
title?: string
pasteImage?: boolean
}>(), {
multiple: false,
accept: undefined,
title: 'Drag and drop files here, or click to select files',
pasteImage: false,
});
const emit = defineEmits<{
@ -16,11 +18,31 @@ const emit = defineEmits<{
(event: 'fileUpload', file: File): void
}>();
const { multiple } = toRefs(props);
const { multiple, pasteImage } = toRefs(props);
const isOverDropZone = ref(false);
function toBase64(file: File) {
return new Promise<string>((resolve, reject) => {
const reader = new FileReader();
reader.readAsDataURL(file);
reader.onload = () => resolve(reader.result?.toString() ?? '');
reader.onerror = error => reject(error);
});
}
const fileInput = ref<HTMLInputElement | null>(null);
const imgPreview = ref<HTMLImageElement | null>(null);
async function handlePreview(image: File) {
if (imgPreview.value) {
imgPreview.value.src = await toBase64(image);
}
}
function clearPreview() {
if (imgPreview.value) {
imgPreview.value.src = '';
}
}
function triggerFileInput() {
fileInput.value?.click();
@ -39,7 +61,30 @@ function handleDrop(event: DragEvent) {
handleUpload(files);
}
function handleUpload(files: FileList | null | undefined) {
async function onPasteImage(evt: ClipboardEvent) {
if (!pasteImage.value) {
return false;
}
const items = evt.clipboardData?.items;
if (!items) {
return false;
}
for (let i = 0; i < items.length; i++) {
if (items[i].type.includes('image')) {
const imageFile = items[i].getAsFile();
if (imageFile) {
await handlePreview(imageFile);
emit('fileUpload', imageFile);
}
}
}
return true;
}
async function handleUpload(files: FileList | null | undefined) {
clearPreview();
if (_.isNil(files) || _.isEmpty(files)) {
return;
}
@ -49,6 +94,7 @@ function handleUpload(files: FileList | null | undefined) {
return;
}
await handlePreview(files[0]);
emit('fileUpload', files[0]);
}
</script>
@ -60,6 +106,7 @@ function handleUpload(files: FileList | null | undefined) {
'border-primary border-opacity-100': isOverDropZone,
}"
@click="triggerFileInput"
@paste.prevent="onPasteImage"
@drop.prevent="handleDrop"
@dragover.prevent
@dragenter="isOverDropZone = true"
@ -73,6 +120,7 @@ function handleUpload(files: FileList | null | undefined) {
:accept="accept"
@change="handleFileInput"
>
<slot>
<span op-70>
{{ title }}
@ -90,6 +138,22 @@ function handleUpload(files: FileList | null | undefined) {
<c-button>
Browse files
</c-button>
<div v-if="pasteImage">
<!-- separator -->
<div my-4 w-full flex items-center justify-center op-70>
<div class="h-1px max-w-100px flex-1 bg-gray-300 op-50" />
<div class="mx-2 text-gray-400">
or
</div>
<div class="h-1px max-w-100px flex-1 bg-gray-300 op-50" />
</div>
<p>Paste an image from clipboard</p>
</div>
</slot>
<div mt-2>
<img ref="imgPreview" width="150">
</div>
</div>
</template>