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README.md
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metrics:
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- accuracy
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pipeline_tag: image-to-text
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---
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This is a FYP project for document parsing of logistics shipping documents for system integration.
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Use case:
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Extract key datafields from shipping documents generated from ten different shipping lines.
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- sample-image-to-play.zip (Excess dummy datasets used to play and test the model)
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- donut-booking-train.ipynb (Train the model in Colab using T4 TPU / A100 GPU environemnt)
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- donut-booking-run.ipynb (Run the model in Colab using gradio using T4 TPU / A100 GPU environemnt)
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metrics:
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- accuracy
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pipeline_tag: image-to-text
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base_model:
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- naver-clova-ix/donut-base-finetuned-cord-v2
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---
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This is a FYP project for document parsing of logistics shipping documents for system integration.
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Use case:
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Extract key datafields from shipping documents generated from ten different shipping lines.
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Repo & Datasets
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- donut.zip (Original Donut Repo + Labelled Booking Dummy Datasets with JSONL files + Config Files)
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- sample-image-to-play.zip (Excess dummy datasets used to play and test the model)
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Colab Notebooks
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- donut-booking-train.ipynb (Train the model in Colab using T4 TPU / A100 GPU environemnt)
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- donut-booking-run.ipynb (Run the model in Colab using gradio using T4 TPU / A100 GPU environemnt)
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