Figure 2 from the linked paper, showing our methodology workflow. We take the seafloor training imagery and split it based on substrate, depth, and seafloor angle. This is then patched down and processed using SAHI, which allows us to train an object detection model on a patch-level, retaining resolution. We then postprocess the detections, reprojecting them back to their location on the original image.
Heading to Honolulu for #ICCV? ๐บ Ease into the week with my talk on automating detection of seafloor organisms around Antarctica for biodiversity monitoring! ๐ Catch it at the Joint Workshop on Marine Vision, Oct 19, Room 318B, 09:50โ10:20. ๐: arxiv.org/abs/2507.21665
15.10.2025 08:58 โ ๐ 7 ๐ 4 ๐ฌ 0 ๐ 0
An example output from our framework. An image of the Antarctic seafloor, with hundreds of organisms on it. The organisms each have a bounding box around them, a class label, and a confidence score produced by our framework.
๐ฆ๐ถ Our new paper detailing the automated detection of Antarctic benthic organisms using high-res in situ imagery has been accepted to the #ICCV2025 Joint Workshop on Marine Vision!
๐ Read the preprint now: arxiv.org/abs/2507.21665
๐งต1/4
30.07.2025 15:50 โ ๐ 7 ๐ 5 ๐ฌ 1 ๐ 0
Surveying the deep: A review of computer vision in the benthos
The analysis of image data for benthic biodiversity monitoring is now commonplace within the domain of marine ecology. Whilst advances in imaging techโฆ
๐จ New paper ๐จ
Benthic ecologist curious about using computer vision? ๐ค
Computer scientist wondering how to help protect benthic biodiversity? ๐ฆ
Our latest review bridges the gap between these fields!
Check it out: www.sciencedirect.com/science/arti...
27.01.2025 16:21 โ ๐ 9 ๐ 4 ๐ฌ 1 ๐ 0
We are ready to get off!
22.12.2024 11:31 โ ๐ 8 ๐ 0 ๐ฌ 0 ๐ 0
Captain sailing ship
Approaching King George island, on the bridge of the Sir David Attenborough
22.12.2024 10:56 โ ๐ 16 ๐ 1 ๐ฌ 2 ๐ 0
People eating breakfast
We're making the most of our last hot breakfast on board the Sir David Attenborough before being dropped off on King George Island to camp for a month.
22.12.2024 10:18 โ ๐ 7 ๐ 0 ๐ฌ 0 ๐ 0
Snowy rocky island
King George Island, home for the next month
22.12.2024 09:12 โ ๐ 9 ๐ 1 ๐ฌ 0 ๐ 0
We are approaching King George Island and the first big icebergs have appeared!
22.12.2024 09:04 โ ๐ 5 ๐ 1 ๐ฌ 0 ๐ 0
We're headed towards the Antarctic Peninsula and it has just started snowing!!
21.12.2024 19:19 โ ๐ 6 ๐ 1 ๐ฌ 0 ๐ 0
Ship's crew members filling water bottles
The wonderful crew of the Sir David Attenborough are helping us with our kit and filling up our water bottles.
21.12.2024 13:24 โ ๐ 4 ๐ 0 ๐ฌ 0 ๐ 0
Field guide packing
Rowan and Saurav
Andy our field guide is making sure all our camping equipment is in the right place and Saurav and I are checking we have all the geological equipment
21.12.2024 13:23 โ ๐ 9 ๐ 1 ๐ฌ 0 ๐ 0
Today we are in the cargo hold of the Sir David Attenborough, checking our equipment and preparing it for offloading
21.12.2024 13:21 โ ๐ 3 ๐ 0 ๐ฌ 0 ๐ 0
Following our safety drill on the ship this morning, we carried out the essential field preparation of checking our satellite communications equipment on the ship's deck.
20.12.2024 20:05 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
We are currently sailing through Drake's Passage to King George Island, to collect 26 million year old fossils. This will help us understand how Antarctic sea floor ecosystems evolved. Our team of me, Saurav Dutta (geochemist) and Andy Moles (field guide) will be camping for a month on the island.
20.12.2024 20:03 โ ๐ 20 ๐ 1 ๐ฌ 1 ๐ 0
Fantastic talk today by @ming-tfk27.bsky.social talking about ecological complexity in the run up to the K-Pg extinction in Seymour Island
12.12.2024 13:44 โ ๐ 7 ๐ 4 ๐ฌ 0 ๐ 0
lots of fossils in Antarctica!
PhD Opportunity:
'Eocene sea-floor ecosystem structure in response to environmental change'.
Student will be based at British Antarctic Survey (Cambridge), with Bristol University.
Project and contact details: www.bas.ac.uk/wp-content/u...
Deadline 13th January
www.nercgw4plus.ac.uk/apply
06.12.2024 17:17 โ ๐ 14 ๐ 14 ๐ฌ 0 ๐ 0
Two people in orange clothing sitting on rocks next to water. In the background are snow covered pointy mountains. The sky above is blue. Photo credit: Joanne Johnson (BAS)
Starting out in Bluesky with one of my favourite photos of #Antarctica - here I am with a colleague on Lagoon Island, admiring the gorgeous view and the blue sky (very appropriate for this post!!).
I'm very lucky to work for @bas.ac.uk ๐ Follow me and you'll see more like this with some geology ๐ฌ
28.11.2024 15:22 โ ๐ 53 ๐ 5 ๐ฌ 2 ๐ 0
Hello Bird Lovers of Bluesky! ๐ชถ Any chance of adding us to your Feeds?
Our team at Bird Island near Antarctica have sent us some cracking bird content to share over the next few weeks...
#addBirder #LetsGoBirding #seabirds
28.11.2024 18:42 โ ๐ 138 ๐ 24 ๐ฌ 6 ๐ 2
the face of an Antarctic worm taken by a microscope camera
the face of an Antarctic worm taken by a microscope camera
the face of an Antarctic worm taken by a microscope camera
the face of an Antarctic worm taken by a microscope camera
#Dragons! Face to face with some #Antarctic worms!
Collected and photographed by @hwiklund.bsky.social on our @bas.ac.uk expedition to the marine protected area around the South Orkney Islands in Antarctica. 588 species of seafloor worms are currently known from the Southern Ocean!
28.11.2024 13:23 โ ๐ 93 ๐ 25 ๐ฌ 2 ๐ 3
Rowan in a boat suit during field party deployment onto Seymour Island 2024
person in the snow
Hi I am Dr Rowan Whittle. My research is currently focused on protecting Antarctic sea floor ecosystems from environmental change by studying their evolution, their structure, and how they function, as a UKRI Future Leaders Fellow at the British Antarctic Survey.
28.11.2024 13:43 โ ๐ 46 ๐ 5 ๐ฌ 1 ๐ 1
Climate scientist; ocean carbon cycle and climate solutions. Professor, University of Hawaiสปi at Mฤnoa; Visiting Faculty, Arizona State University. https://linktr.ee/david_ho
Glaciology research at Durham University on the past, present and future of our mountain glacier and ice sheet environments โ๏ธ
https://durhamglaciology.wordpress.com/
Paleontologist. Developmental Biologist. Anatomist. Polar wanderer. Telling people that they are fish since 2008.
Palaeontologist specialising in the behaviour of dinosaurs and biology of pterosaurs. Reader in Zoology @QMUL. Author of several books, podcaster, general sci-commer. Thoughts my own. He / him. davehone.co.uk
Paleobiologist. evolution and paleoclimate. Coffee enthusiast. Snail evangelist. Visiting Professor @ SUNY Oneonta. Paleontological Research Institution Research Associate. Dartmouth, KU, Cornell alum. He/him. Opinions my own. https://www.brendan-anderson
Palaeobiologist @tcddublin.bsky.social | deep-time biodiversity ๐ฆ | macroevolution ๐ | equity & ethics โ๏ธ | ๐ฎ๐ชโ๏ธ (she/sรญ) | All views my own.
https://emmadunne.github.io/
Taxamorphologist, mollusc-botherer (they/them).
Dinosaur researcher, birder, author, rugby fan and choral singer (he/him) ๐ฆ๐ฆ๐ฆโโฌ๐๐ณ๏ธโ๐
Curator, fossil reptiles, at Natural History Museum London. Honorary positions at UCL and University of Adelaide. #tuatara He/Him ๐ฆ #Cymraeg
Orcid: 0000-0002-0146-9623
Doctor of Decay. Palaeontologist studying the dark art of taphonomy: how squishy animals become fossils. Loves ๐โฅ๏ธ (he/him).
PhD student at the University of Cambridge studying coral reef and Ediacaran ecology
He/him ๐ชธ๐ชผ๐ฆ
Glaciologist @Scripps Institution of Oceanography
Schmidt AI in Science Postdoc
Formerly @British Antarctic Survey
๐ฐ๏ธโ๏ธ๐ฆ๐ถ๐ฌ๐ฑ๐ฌ๐ง
Palaeobiologist interested in biodiversity patterns over long timescales ๐
Postdoc at @gfz.bsky.social ๐ฉ๐ช
Co-chair of @besmacro.bsky.social, member of @paleodb.bsky.social committee and @palaeoverse.bsky.social dev team ๐ฉโ๐ป
She/her
Researcher at the Geophysical Institute, UiB, and research leader at the Bjerknes Centre for Climate Research, Bergen. Working on ocean circulation/climate dynamics in the Arctic-Atlantic region.
Salish Sea Institute Fellow | ocean prof (lit, history, ecology) | Pacific + polar | feminist dive guide | nudi nerd | Seattle/Coast Salish Land | pubs/syllabi: kellypbushnell.com
๐ Current research: Cultural history of basking sharks in the NE Pacific!
Reader in Volcanology in Geology @Hull. Waffle about volcanoes, HigherEd, tea and occasional running. SFHEA & STEM ambassador. She/her.
Geology professor born at 321 ppm CO2. Sedimentologist and geochemist who studies deep time paleoclimate. #Fulbright Alumna. Opinions are my own.
I'm a research scientist looking at data-driven/ML ocean models. Recent promotion to Dr! Parent to two adorable small humans. No idea what free-time is anymore... but I used to enjoy baking and reading, and one day will return to these hobbies!
BSc Geology Graduate, Project Management Apprentice and Museum Volunteer #AuDHD Former teacher using free time for fossils, Lego and crafts