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...
Sunday, February 20, 2022

How To Evaluate Hugging Face Saved Model

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You fine-tuned Hugging Face model on Colab GPU and want to evaluate it locally? I explain how to avoid the mistake with labels mapping array...
Sunday, February 13, 2022

Development Workflow with Hugging Face Transformer Model

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This tutorial explains how I do app development with Hugging Face Transformer model. Typically the flow involves model fine-tuning on Colab ...
Sunday, February 6, 2022

What is Blockchain?

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There is a lot of buzz around blockchain, Web3 and crypto. When studying blockchain concepts I found this demo app, it was very useful to me...