Help scale ecological monitoring in PlantCLEF 2026!
Train on single-plant images then predict multiple species in complex vegetation scenes. Help address the domain shift between simple images and complex field ecology.
Deadline: May 7th ⏳
www.kaggle.com/competitions...
#CVPR #Kaggle #AIforGood
Help automate wildlife monitoring in the AnimalCLEF competition!
Identify known animals AND discover new ones in a multi-species setting. Help scale conservation by automating the manual ID process and tracking populations.
Deadline: April 30th ⏳
#CVPR #AI #Kaggle
www.kaggle.com/competitions...
Promotional poster. On the right, an image of squids swimming in the ocean. On the left text: CVPR-FGVC 13 Workshop call for participation. FathomNet26 Positive-Unlabeled Object Detection in Marine Images. End of competition May 7.
Tag someone who should join the FathomNetCLEF data challenge! 🤖🌊🐙
@sarameghanbeery.bsky.social @jbhaurum.bsky.social @oisinmacaodha.bsky.social @nicolang.bsky.social @fgvcworkshop.bsky.social @mbarinews.bsky.social @kaggle.com #CVPR #LifeCLEF #Kaggle #CV4Ecology #ComputerVision #MachineLearning
Pink sea urchins, sponges, and corals on the sea floor. Logo for FathomNetCLEF, CVPR 2026, and CLEF 2026.
If the training data contains sparsely labeled images, can you build object detection systems that identify all animals in the test set?
Join our Kaggle challenge w/ #LifeCLEF & @fgvcworkshop.bsky.social to show us your solution!
www.kaggle.com/competitions...
A large group of squids swimming in the ocean. At the bottom there are logos for FathomNet CLEF, CVPR 2026 at Denver, and CLEF 2026 at Jena.
Interested in solving problems at the frontier of computer vision in marine environments? Dive into our data challenge on @kaggle.com w/ @fgvcworkshop.bsky.social & #LifeCLEF!
📉 6.4k training images (incomplete coverage)
🦑 32 classes
⏰ 2 months left to submit
🔗 www.kaggle.com/competitions...
How does AI interact with culture?
We’re thrilled to have Dr. Maria Antoniak (@mariaa.bsky.social) join us at FGVC! Her interdisciplinary work on AI in the humanities brings a new perspective to our workshop: the fine-grained categorization of the intangible parts of culture. See you at #CVPR2026!
🚨 Updated Deadline Alert!
We have extended the deadline for the Proceedings from Feb 27th to Mar 3rd.
#CVPR #CV #AI
🚨 Reminder: The Proceedings Track deadline is February 27.
Don't miss out on this chance to share your research 😁 We're very excited to see what you've been working on!
#CVPR2026 #AI #ML
We are excited to announce that we are co-hosting the AnimalCLEF25 challenge with LifeCLEF at #CVPR2026! 🐾
Individual animal re-identification is a major challenge in conservation. Help us build evidence-based conservation tools that work!
Find out more: www.kaggle.com/competitions...
We are jointly hosting the FathomNet challenge at CVPR this year! If you're interested in solving problems at the frontier of Positive-Unlabeled learning in Marine environments, dive in! 🏊♀️
🦑 32 marine classes (from squat lobsters to benthic worm)
📉 6.4k training images (incomplete labels)
#CVPR
FGVC13 submissions are OPEN NOW!
Whether you have new or existing work, we have a track for you:
1. Proceedings: Due Feb 27
2. Non-archival: Due April 3
3. Nectar (Already published): Due April 30
Full details: sites.google.com/view/fgvc13/...
#AI #CVPR2026 #MachineLearning #DeepLearning
FGVC's not dead!
The 13th Workshop on Fine-Grained Visual Categorization has been accepted to CVPR 2026, in Denver, Colorado!
CALL FOR PAPERS: sites.google.com/view/fgvc13/
From Ecology to Medical Imagining, join us as we tackle the long tail and the limits of visual discrimination! #CVPR2026 #AI
We are not missing out! FGVC12 is excited to support "FOMO25: Foundation Model Challenge for Brain MRI".
This MICCAI25 challenge is still running and there is still time to participate!
Submission deadline: August 20, 2025
Join here: fomo25.github.io
Check out the thread below👇
Congratulations to the winners of the FGVC12 Best Paper Awards. 🎉
The best 4-page paper goes to Yiwen Liu et al. and the best 8-page paper to Darshana Saravanan et al..
We thank all authors for their contributions and especially our reviewers for their great support!!
We will be presenting the 🍄 FungiTastic 🍄, a multimodal, highly challenging dataset and benchmark covering many ML problems at @fgvcworkshop.bsky.social CVPR-W on Wednesday!
⏱️ 16:15
📍104 E, Level 1
📸 www.kaggle.com/datasets/pic...
📃 arxiv.org/abs/2408.13632
@cvprconference.bsky.social
Please join us for the FGVC workshop at CVPR 2025 @cvprconference.bsky.social on Wed 11th of June. The full schedule and list of fantastic speakers can be found on our website:
sites.google.com/view/fgvc12
Check out the CVPR Workshop proceeding papers presented at FGVC12:
openaccess.thecvf.com/CVPR2025_wor...
Poster session:
June 11, 4pm-6pm
ExHall D, poster boards 373-403
#CVPR25 @cvprconference.bsky.social
Come join us for the 12th Workshop on Fine-Grained Visual Categorization (FGVC). Starting today at 9am at @cvprconference.bsky.social.
We will be in room 104E.
#FGVC #CVPR2025
@fgvcworkshop.bsky.social
Check out the CVPR Workshop proceeding papers presented at FGVC12:
openaccess.thecvf.com/CVPR2025_wor...
Poster session:
June 11, 4pm-6pm
ExHall D, poster boards 373-403
#CVPR25 @cvprconference.bsky.social
#CVPR2025 Open Access Workshop Papers
openaccess.thecvf.com/CVPR2025_wor...
We are so excited to have this amazing line-up of speakers!!
Randall Balestriero, Kai Han, Mia Chiquier, Kenneth Marino (@kennethmarino.bsky.social), Elisa Ricci, Thomas Fel (@thomasfel.bsky.social)
Join us on June 11, 9am to discuss all things fine-grained!
We are looking forward to a series of talks on semantic granularity, covering topics such as machine teaching, interpretability and much more!
Room 104 E
Schedule & details: sites.google.com/view/fgvc12
@cvprconference.bsky.social #CVPR25
Are you a computer vision expert looking for a challenge?? Help us identify marine life! 🦑🧪🌊 Thank you @fgvcworkshop.bsky.social @kaggle.com for the support!!
FOMO25 accepted at #MICCAI2025! 🚀
Excited to announce the first challenge at MICCAI focusing on the development of self-supervised pretraining of foundation models for brain MRI! 🧠
With access to a large-scale dataset, codebase, cash prices and multiple tracks.
Read more ⬇️
The challenge is to classify volumetric µCT images of foraminifera tests. With only 210 labeled out of 18,426 volumes, the goal is to develop an efficient species classification method that minimizes annotation time, leveraging semi-supervised learning.
[5/5]
With µCT scanning, we can scan thousands of forams in a single scan. By determining the species composition, we can efficiently understand how the environment has evolved.
[4/5]
Since certain types of foraminifera only live in specific conditions, identifying the composition of the foraminifera sediments allows us to gain insights into past environmental conditions.
[3/5]
Planktonic foraminifera (aka forams) are tiny organisms that inhabit the sea waters. Forams produce a unique calcium carbonate shell, called a test, which can consist of multiple chambers and exhibit elaborate structures. These are preserved in sea sediments for millions of years.
[2/5]
