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  3. Vesuvius Challenge - Surface Detection
KaggleComputer VisionAdvancedRegistration closed

Vesuvius Challenge - Surface Detection

A advanced computer vision competition requiring roughly 40–100 hours for an end-to-end practice run.

Difficulty
Advanced
Estimated effort
40–100 hours
Registration deadline
Feb 6, 2026
Compute
High compute
OverviewPreparationSource

Overview

Who this competition fits

Advanced CV practitioners experienced with 3D segmentation who want to push the state of the art in scroll unwrapping. Builds on the original Vesuvius ink detection challenge.

Read the original official blurb
Build a model to virtually unwrap ancient scrolls.

Preparation

From registration to a first submission

  1. 01

    Python

  2. 02

    deep learning (3D segmentation models)

  3. 03

    volumetric image processing

  4. 04

    surface reconstruction concepts

  5. 05

    GPU training infrastructure

Before you commit: Requires building models to detect and segment papyrus surfaces in 3D CT scan volumes, then virtually unwrap them. Highly specialized domain with custom evaluation metric and demanding compute requirements.

Source

How this page was assembled

Competition information is structured from the official page. Scores are platform estimates for decision support; official rules take precedence.

Official competition page
Kaggle
Last checked
Nov 13, 2025

Entry assessment

est.
15

Prepare before joining

Overall fit estimate

Beginner fit15/100
Learning value76/100

Confirm eligibility and time commitment before moving into formal preparation.

18+ · Location rules

Open official pageSign in to saveOpen guide

Timeline

Registration opens
Nov 13, 2025
Registration deadline
Feb 6, 2026
Submission deadline
Feb 27, 2026
Competition ends
Feb 27, 2026

Data and review state

Separate what is confirmed from what still needs review. Official rules and deadlines win.

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Source page verifiedMetric confirmedReviewed
Source published
Nov 13, 2025
Source created
Oct 14, 2025
Published on this site
Mar 14, 2026