The Capsule Vision 2024 Challenge seeks to advance VCE through a multi-class abnormality classification. By offering unique training, validation, and test datasets, the challenge promotes the development of efficient models to aid gastroenterologists in reducing analysis time while maintaining high diagnostic accuracy. We invite participants to use these resources, strictly follow submission guidelines, and contribute to enhancing VCE abnormality classification. This challenge is a platform for innovation and collaboration in medical imaging, aiming for impactful advancements of AI in VCE.
- Challenge Website: https://misahub.in/cv2024.html
- Registration Link: https://forms.gle/QemRirWysnGoGrKM6
- Guidelines and Rules: https://arxiv.org/abs/2408.04940
- Challenge GitHub: https://github.com/misahub2023/Capsule-Vision-2024-Challenge
Significance of the Challenge:
- The aim of the challenge is to provide an opportunity for the development, testing, and evaluation of AI models for automatic classification of abnormalities captured in VCE video frames.
- This challenge consists of distinct training, validation, and test datasets for training, internal validation, and external validation purposes.
- It promotes the development of vendor-independent and generalized AI-based models for an automatic abnormality classification pipeline with 10 class labels, namely: angioectasia, bleeding, erosion, erythema, foreign body, lymphangiectasia, polyp, ulcer, worms, and normal.
Prizes:
- Cash prize sponsored by the 9th International Conference on Computer Vision & Image Processing (CVIP 2024) .
- - 1st Prize: 200 €
- - 2nd Prize: 150 €
- - 3rd Prize: 100 €
- E-certificate to top three winning teams.
- Co-authorship in the challenge summary paper for top 4 teams.
- Opportunity to showcase work at CVIP 2024.
Challenge relevant dates:
| Launch of the challenge | August 15, 2024 |
|---|---|
| Registration open | August 15, 2024 - October 10, 2024 |
| Release of Training Data | August 15, 2024 |
| Release of Test Data and Result submission open | October 11, 2024 - October 25, 2024 |
| Result analysis by the organizing team | October 26, 2024 - November 24, 2024 |
| Announcement of results for all teams | November 25, 2024 |
Registration and Rules:
This challenge will be open to all students (B. Tech/M. Tech/ Ph.D. of all branches), faculty members, researchers, clinicians, and industry professionals across the globe for free.
- It will take place in full-virtual mode..
- Participants will either register as a solo participant or can form a team.
- The results will be submitted in a specific format over email to ask.misahub@gmail.com. The template for submission has been provided.
- In the case of ties, the organizing committee may rank teams based on the method’s novelty and readability of codes. The organizing committee’s decision in this regard will be final.