--- date: 2022-11-07 23:29 description: Writing posts in markdown using pen and paper tags: Python, OCR, Microsoft Azure --- # A new method to blog *[Here](/assets/pdfs/2022-11-07-a-new-way-to-blog.pdf) is the original PDF. I made some edits to the content after generating the markdown file* [Paper Website](https://paperwebsite.com) is a service that lets you build a website with just pen and paper. I am going to try and replicate the process. ## The Plan The continuity feature on macOS + iOS lets you scan PDFs directly from your iPhone. I want to be able to scan these pages and automatically run an Automator script that takes the PDF and OCRs the text. Then I can further clean the text and convert from markdown. ## Challenges I quickly realised that the OCR software I planned on using could not detect my shitty handwriting accurately. I tried using ABBY Finereader, Prizmo and OCRMyPDF. (Abby Finereader and Prizmo support being automated by Automator). Now, I could either write neater, or use an external API like Microsoft Azure ## Solution ### OCR In the PDFs, all the scans are saved as images on a page. I extract the image and then send it to Azure's API. ### Paragraph Breaks The recognised text had multiple lines breaking in the middle of the sentence, Therefore, I use what is called a [pilcrow](https://en.wikipedia.org/wiki/Pilcrow) to specify paragraph breaks. But, rather than trying to draw the normal pilcrow, I just use the HTML entity `¶` which is the pilcrow character. ## Where is the code? I created a [GitHub Gist](https://gist.github.com/navanchauhan/5fc602b1e023b60a66bc63bd4eecd4f8) for a sample Python script to take the PDF and print the text A more complete version with Auomator scripts and an entire publishing pipeline will be available as a GitHub and Gitea repo soon. ** In Part 2, I will discuss some more features **