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  3. ISIC 2024 - Skin Cancer Detection with 3D-TBP

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KaggleComputer VisionIntermediateRegistration closedRegistration closedSource may be stale

ISIC 2024 - Skin Cancer Detection with 3D-TBP

Intermediate learners who want to deepen their skills in general machine learning. Good for building practical experience with real-world data.

Open official pageSign in to saveOpen guide

Suggested next step

Decide whether this contest fits your current stage before you sink time into the leaderboard.

Beginner score

39/100

Higher means a safer real starting point for your current stage.

Learning value

70/100

Measures whether the competition teaches habits you can transfer elsewhere.

Estimated effort

15-45 hours

Use this to check whether the task fits your current time budget.

Metric

ISIC pAUC-aboveTPR

If you cannot explain this metric clearly yet, you probably still need a bit of prep.

Who this competition fits

Intermediate learners who want to deepen their skills in general machine learning. Good for building practical experience with real-world data.

Official blurb (unedited)
Identify cancers among skin lesions cropped from 3D total body photographs

Prep before joining

If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.

Python

scikit-learn or similar ML library

data analysis with pandas

Where the real difficulty shows up

The real friction is usually not library usage. It is validation, time allocation, and task framing.

Requires solid machine learning fundamentals and good experimental methodology.

Read this first

This guide is the best pre-read if you want a cleaner start instead of trial-and-error.

A pre-flight checklist for image competitions when you only have free cloud GPU access.

Your First CV Baseline Checklist

Your decision

Use these fields to make a quick decision before you dive deeper.

Status
Registration closed
Registration
Registration closed
Eligibility
18+ · Location rules
Event timeline
Event ends · Sep 6, 2024
Reward
$80,000
Compute
CPU only
Official metric
ISIC pAUC-aboveTPR
Verification
Source page verified

This competition is better treated as a comparison option inside your shortlist before you invest more time.

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Official source

Rules, files, submission details, and the live deadline still come from the official page.

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Data and review state

Separate what is confirmed from what still needs review. Official rules and deadlines win — report anything that looks wrong.

Source page verifiedMetric confirmedReviewedSource may be stale
Source published
Jun 27, 2024
Source created
Oct 24, 2023
Published on this site
Jul 18, 2026
Source freshness warning
The current platform source is marked stale by the freshness check: kaggle. Re-check the official page before treating this record as fully current.