Monday, September 30, 2024

Running Qwen2 Vision LLM on Hugging Face ZeroGPU API

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Explaining my experience running Sparrow Parse with Qwen2 Vision LLM inference on Hugging Face ZeroGPU instance.   
Sunday, September 15, 2024

Document Querying with Qwen2-VL-7B and JSON Output

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In this video, I demonstrate how to perform document queries using Qwen2-VL-7B. By simplifying field names, we streamline the prompts, makin...
Sunday, September 8, 2024

Table Parsing with Qwen2-VL-7B

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I show how to retrieve structured JSON output from table image using Qwen2-VL-7B. This VLLM performs OCR and data mapping tasks all out of t...
Sunday, August 18, 2024

Sparrow Parse: Table Data Extraction with Table Transformer and OCR

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I explain how we extract data with Sparrow Parse, using Table Transformer to identify table area and build table structure to be processed b...
Sunday, August 11, 2024

Table Header Extraction with Table Transformer

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Table Transformer model is able to provide table functional analysis. As result we can identify table header area and build cells to enclose...
Sunday, July 21, 2024

Invoice Table Detection with Table Transformer

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I show how an open-source transformer model from Microsoft for table detection and structure recognition works. The code is integrated into ...
Sunday, July 14, 2024

Sparrow OCR Service with PaddleOCR

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In this video, I demonstrate the latest updates to the Sparrow OCR Service using PaddleOCR. I walk you through the OCR service workflow in S...