Awesome

Logseq LaTeX Formula OCR Plugin

Convert LaTeX formula images from clipboard to LaTeX code in Logseq using Transformers.

Use cases:

• Preparation of scientific presentations or papers
• Transcribing lectures
• Technical reports
• Self-study

(For me it was useful because I hate copying formulas by hand and I hate pasting screenshots of formulas into Logseq😅)

Commands

• /display-formula-ocr: Insert LaTeX code on a new line
• /inline-formula-ocr: Insert LaTeX code within a paragraph

Notes:

• The image in the clipboard must be a LaTex formula image
• Initial use may be slow due to model loading
• With the free Hugging Face plan you can make about 30k calls per month

Installation Options

1. Manual + Hugging Face

   • Requirements: Node.js, Yarn, Parcel, Hugging Face User Access Token
   • Clone repo: git clone https://github.com/olmobaldoni/logseq-formula-ocr-plugin.git
   • Install dependencies: cd logseq-formula-ocr-plugin && yarn && yarn build
   • Enable developer mode: Logseq > Settings > Advanced > Developer mode
   • Import Plugin: Logseq > Plugins > Load unpacked plugin and point to the cloned repo

2. Marketplace + Hugging Face

   • Requirements: Hugging Face User Access Token
   • Search for LaTeX Formula OCR in the Logseq marketplace and install directly

3. Marketplace + Docker (Recommended)

   • Requirements: Docker
   • Search for LaTeX Formula OCR in the Logseq marketplace and install directly
   • Pull image: docker pull olmobaldoni/nougat-ocr-api:latest
   • Run container: docker run -d -p 80:80 olmobaldoni/nougat-ocr-api:latest

Note: For more information on how to use the local API visit: https://github.com/olmobaldoni/LaTex-Formula-OCR-API

Settings

1. Hugging Face
   • In Hugging Face: Settings > Access Tokens > New Token > Name+Role(read) > Generate a token
   • In Logseq: Plugins Settings > LaTex Formula OCR > Hugging Face User Access Token and paste the token.
2. Local API
   • In Logseq: Plugins Settings > LaTex Formula OCR > Use Local API to switch between Hugging Face and local

Demo

• Demo 1

• Demo 2

Known Issues

Hugging Face API may truncate responses (see Issuee #2 and Issue #487)

Note: <ins> Docker method recommended for full functionality </ins>

Credits

This plugin is based on nougat-latex-base, a fine-tuning of facebook/nougat-base with im2latex-100k, and made by NormXU.

In addition, this plugin was also inspired by xxchan and its plugin logseq-ocr

License

MIT