Tuesday, April 26, 2022

UI for ML - Django, React or Streamlit?

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UI is an important part for ML app to be successful. In this video I discuss multiple UI options I was looking into to build UI for our ML p...
Monday, April 18, 2022

Mindee docTR - Probably the Best Open-Source OCR

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Do you want to build ML pipeline to automate data extraction from business documents (receipts, invoices, forms)? Then your first step shoul...
Monday, April 11, 2022

Document Information Extraction Demo on Hugging Face Spaces

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This video shows how fine-tuned LayoutLMv2 document understanding and information extraction model runs on Hugging Face Spaces demo environm...
Sunday, March 27, 2022

Hugging Face LayoutLMv2 Model True Inference

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I explain why OCR quality matters for Hugging Face LayoutLMv2 model performance, related to document data classification. If input from OCR ...
Sunday, March 20, 2022

Get Receipt Data with Hugging Face ML Model

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This tutorial is about how to use fine-tuned Hugging Face model to extract data from scanned receipt documents. We are executing inference a...
Sunday, March 13, 2022

Fine-Tuning with Hugging Face Trainer

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In this tutorial, I explain how I was using Hugging Face Trainer with PyTorch to fine-tune LayoutLMv2 model for data extraction from the doc...
Sunday, March 6, 2022

Hugging Face Datasets - Example with Receipts Data

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Hugging Face Datasets library provides a useful API to work with data for ML model fine tuning. It allows you to load and process any extern...