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KaggleComputer VisionAdvancedRegistration closed · Event active

Biohub - Cell Tracking During Development

A advanced computer vision competition requiring roughly 25–70 hours for an end-to-end practice run.

Difficulty
Advanced
Estimated effort
25–70 hours
Registration deadline
Sep 22, 2026
Compute
Single GPU
OverviewResourcesPreparationSource

Overview

Who this competition fits

Advanced practitioners with experience in general machine learning. Requires strong technical foundations and comfort with complex ML pipelines.

Read the original official blurb
Detect and track zebrafish cells through 3D space and time

Resources

What this competition gives you

Taken from the competition's official page.

  • Data3D+time zebrafish embryo microscopy training data with tracking annotations
  • TutorialTracking metric documentation

Preparation

From registration to a first submission

  1. 01

    Python

  2. 02

    scikit-learn or similar ML library

  3. 03

    data analysis with pandas

Before you commit: Requires solid machine learning fundamentals and good experimental methodology. The competitive landscape is strong, with many experienced teams.

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
Jun 29, 2026

Entry assessment

est.
17

Prepare before joining

Overall fit estimate

Beginner fit17/100
Learning value70/100

Confirm eligibility and time commitment before moving into formal preparation.

18+ · Location rules

Open official pageSign in to saveOpen guide

Timeline

Registration opens
Jun 29, 2026
Registration deadline
Sep 22, 2026
Submission deadline
Sep 29, 2026
Competition ends
Sep 29, 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
Jun 29, 2026
Source created
Apr 1, 2026
Published on this site
Jul 18, 2026