FathomNet
@fathomnet.bsky.social
Converting pixels to impactful ocean information using artificial intelligence.
The FathomNet Database is an open-source library for ML models and expertly labeled ocean imagery that can help us better understand marine life and ocean health. Our database will continue to grow with data contributed by @mbarinews.bsky.social, @schmidtocean.bsky.social, and more partners.
FathomNet
database.fathomnet.org
August 28, 2025 at 9:41 PM
The FathomNet Database is an open-source library for ML models and expertly labeled ocean imagery that can help us better understand marine life and ocean health. Our database will continue to grow with data contributed by @mbarinews.bsky.social, @schmidtocean.bsky.social, and more partners.
Read more in a new blog by MLOps Research Engineer Laura Chrobak: www.fathomnet.org/news/looking...
Looking at the Bigger Picture: Results from FathomNet’s 2025 Kaggle Competition | FathomNet
www.fathomnet.org
August 21, 2025 at 3:42 PM
Read more in a new blog by MLOps Research Engineer Laura Chrobak: www.fathomnet.org/news/looking...
"We hope our approach contributes to future research in fine-grained marine species classification,” said winning team leader Donghwan Lee.
August 21, 2025 at 3:42 PM
"We hope our approach contributes to future research in fine-grained marine species classification,” said winning team leader Donghwan Lee.
In a new blog, Laura Chrobak shares the competition details, highlights top-performing approaches, and discusses how these results can advance visual ocean monitoring. www.fathomnet.org/news/looking...
Looking at the Bigger Picture: Results from FathomNet’s 2025 Kaggle Competition | FathomNet
www.fathomnet.org
August 13, 2025 at 9:45 PM
In a new blog, Laura Chrobak shares the competition details, highlights top-performing approaches, and discusses how these results can advance visual ocean monitoring. www.fathomnet.org/news/looking...
We extend our gratitude to Kaggle, the FGVC Workshop organizers, and the hashtag#CV4Ecology Workshop Series for their continued support.
August 13, 2025 at 9:45 PM
We extend our gratitude to Kaggle, the FGVC Workshop organizers, and the hashtag#CV4Ecology Workshop Series for their continued support.
The response was extraordinary. 1,508 submissions from 109 participants made this our liveliest Kaggle competition yet. With 16 active discussion threads and over 60 comments, the dialogue was thoughtful, constructive, and technically deep.
August 13, 2025 at 9:45 PM
The response was extraordinary. 1,508 submissions from 109 participants made this our liveliest Kaggle competition yet. With 16 active discussion threads and over 60 comments, the dialogue was thoughtful, constructive, and technically deep.
Building on previous competitions that focused on out-of-sample detection (2023) and novel category discovery (2024), this year we challenged participants with hierarchical classification.
August 13, 2025 at 9:45 PM
Building on previous competitions that focused on out-of-sample detection (2023) and novel category discovery (2024), this year we challenged participants with hierarchical classification.
These competitions are a powerful way to engage the ML community with ocean science while surfacing key challenges that arise when applying ML in complex, data-scarce environments like the deep sea.
August 13, 2025 at 9:45 PM
These competitions are a powerful way to engage the ML community with ocean science while surfacing key challenges that arise when applying ML in complex, data-scarce environments like the deep sea.
For the past three years, FathomNet has worked with Kaggle to host machine learning (ML) competitions that advance marine computer vision.
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August 13, 2025 at 9:45 PM
For the past three years, FathomNet has worked with Kaggle to host machine learning (ML) competitions that advance marine computer vision.
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Subscribe to our emails to join our network of marine scientists, programmers, and enthusiasts all working to understand life in the ocean. #FathomNet
www.fathomnet.org/get-involved
www.fathomnet.org/get-involved
April 15, 2025 at 5:37 PM
Subscribe to our emails to join our network of marine scientists, programmers, and enthusiasts all working to understand life in the ocean. #FathomNet
www.fathomnet.org/get-involved
www.fathomnet.org/get-involved
Reposted by FathomNet
Please share broadly to your networks so this can reach its intended audience! And we are also looking for volunteers to help instruct/mentor. Details here: cv4ecology.caltech.edu/ai-upskillin...
AI upskilling workshop for former US/state conservation scientists
cv4ecology.caltech.edu
March 25, 2025 at 6:19 PM
Please share broadly to your networks so this can reach its intended audience! And we are also looking for volunteers to help instruct/mentor. Details here: cv4ecology.caltech.edu/ai-upskillin...
Reposted by FathomNet
To assist in that upskilling, and to foster a community in which those impacted can help each other build AI skills, the CV4Ecology program is organizing a two-week remote workshop in May of 2025 that will teach AI methods to former US public sector conservation scientists.
March 25, 2025 at 6:19 PM
To assist in that upskilling, and to foster a community in which those impacted can help each other build AI skills, the CV4Ecology program is organizing a two-week remote workshop in May of 2025 that will teach AI methods to former US public sector conservation scientists.