Monday, March 27, 2023

Donut ML Model Fine-Tuning with Hugging Face API

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I explain how Donut ML model can be fine-tuned on your own dataset by following different approaches. Either with PyTorch Lighting or Huggin...
Tuesday, March 21, 2023

How I'm Using ChatGPT/GPT-4 as a Solo Python Developer

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I'm working as a solo Python developer and using ChatGPT to speed up the development process. In this video, I explain how ChatGPT is he...
Sunday, March 12, 2023

Hugging Face Dataset for Donut Model Fine-Tuning (Document AI)

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Hugging Face Dataset is a very convenient way to store and share data for ML model fine-tuning. In this post, I share my experience creating...
Monday, March 6, 2023

Improve OCR Results with Sparrow (running on Streamlit/Python and Ngrok)

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OCR can often generate results in a different order. But to produce a dataset for data extraction ML model fine-tuning (for example - Donut)...
Monday, February 27, 2023

Document Data Extraction - Data Mapping for Donut Model Fine-Tuning Dataset (Document AI)

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I explain the current status of my work related to dataset preparation for ML Donut model fine-tuning. I plan to use this model to run data ...
Monday, February 20, 2023

Streamlit Button Group UI (Flowbite) Component

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Streamlit doesn't provide an option to display multiple buttons side-by-side horizontally. I explain how to achieve this functionality u...
Monday, February 13, 2023

Preparing Dataset for Donut Fine-Tuning (part 3, Document AI)

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In this episode, I explain redesigned Sparrow UI for data annotation. Sparrow UI is improved with Streamlit Grid component (aggrid). I show ...