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...

This competition is held jointly as part of #LifeCLEF2026 and #FGVC13 Workshop at #CVPR2026.

#Kaggle #DataScience #AI #ComputerVision #MachineLearning #FathomNetCLEF #CVPR #LifeCLEF #FathomNetDatabase

BirdCLEF25: Audio-based species identification focused on birds, amphibians, mammals, and insects in Colombia.
👉 www.kaggle.com/competitions...
@cvprconference.bsky.social @kaggle.com
#FGVC #CVPR #CVPR2025 #LifeCLEF
[1/4]

AnimalCLEF25: Multi-species individual animal identification
www.kaggle.com/competitions...
@cvprconference.bsky.social @kaggle.com
#FGVC #CVPR #CVPR2025 #LifeCLEF
[1/4]

GeoLifeCLEF25: Location-based species presence prediction
👉 www.kaggle.com/competitions...
@cvprconference.bsky.social @kaggle.com
#FGVC #CVPR #CVPR2025 #LifeCLEF
[1/3]

PlantCLEF25: Multi-species plant identification in vegetation quadrat images
👉 www.kaggle.com/competitions...
@cvprconference.bsky.social @kaggle.com
#FGVC #CVPR #CVPR2025 #LifeCLEF
[1/4]

FungiCLEF25: Few-shot classification with rare fungi species
👉 www.kaggle.com/competitions...
@cvprconference.bsky.social @kaggle.com
#FGVC #CVPR #CVPR2025 #LifeCLEF [1/2]