Vesuvius challenge grand prize submission (runner-up)
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Dec 16, 2025 - Python
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vesuvius-challenge
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Winning Solution for Vesuvius Challenge First Title. Custom MiniUNETR 3D architecture for ink detection in carbonized scrolls.
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Nov 23, 2025 - Python
Unveiling the secrets of an ancient library buried by Mount Vesuvius, this Kaggle competition, supported by the Vesuvius Challenge organization, tasked participants with detecting ink from 3D X-ray scans of charred scrolls preserved in a Roman villa in Herculaneum.
deep-learning pytorch kaggle artificial-intelligence kaggle-competition kaggle-dataset segmentation-models efficientunet pytorch-lightning wandb binary-segmentation sementic-segmentation vesuvius unet3d ink-detection vesuvius-challenge-ink-detection vesuvius-challenge
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Feb 18, 2024 - Jupyter Notebook
Extended implementation of the Vesuvius Challenge 2023 Grand Prize winner. This project features extra functionality compared to the original ink detection script, giving users fine control over the layers they perform inference on.
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Jan 3, 2025 - Python
Vesuvius challenge topological and geometric analysis of scrolls and fragments
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May 3, 2024 - Jupyter Notebook
ONNX C/C++ Runtime to detect ink in Vesuvius scrolls
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Apr 14, 2024 - C++
Optimize segmentation for Vesuvius Project
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Apr 24, 2025 - Python
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