Tuesday, January 31, 2023

Preparing Dataset for Donut Fine-Tuning (part 1, Document AI)

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I explain the dataset I will be using to fine-tune Donut model. I show how PDFs are converted to image files for further processing and OCR ...
Monday, January 23, 2023

How To Fine-tune Donut Model

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Donut is an awesome Document AI model to extract data from docs. I share my experiences in fine-tuning the model, with CORD dataset, based o...
Monday, January 16, 2023

Donut 🍩 - ChatGPT for Document AI

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Donut - OCR-free Document Understanding Transformer. This ML model can process documents (images, scans) and return JSON structured info ab...
Thursday, January 5, 2023

Best Platform for Python Apps Deployment - Hugging Face Spaces with Docker

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I walk through Hugging Face Spaces Docker SDK deployment option. I was using it to deploy our Streamlit/Python app Sparrow. So far very happ...
Monday, December 19, 2022

File Upload/Download in Streamlit/Python

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File upload/download is supported by Streamlit out of the box. There are a few hints to share about more effective file upload implementatio...
Monday, December 12, 2022

Dependent UI Widgets in Streamlit/Python

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This video explains how to implement dependent UI widgets refresh in Streamlit/Python, when the value changes. I'm using Streamlit Empty...
Sunday, December 4, 2022

Invoice Annotation with Sparrow/Python

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I explain our Streamlit component for invoice/receipt document annotation and labeling. It can be used either to create new annotations or r...