Sebastian Lopez-Marcano
@seabassphd
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Biodiversity monitoring #FishID | Fisheries | Data Scientist
Gold Coast, Queensland
Joined February 2019
See #FishID live and in action at the #ASFB2022
#FishID is an online platform using #artificial #intelligence to #automate the analysis of #videos and #images, making large volumes of data faster and easier to process. #wildlabs #aiforearth #microsoft #ardc #Tech4Wildlife
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Great to see automated monitoring in many institutions across the world. In addition to identification and tracking, #FishID will also have counting, behavior and automated sizing. https://t.co/W72JLV0S57 Check #FishID out at #ASFB2022!!
fishid.org
FishID is an innovative system that uses AI to identify, count and measure aquatic animals and plants.
Multispecies automatic identification and tracking using underwater cameras and #DeepLearning with @aranchalana at @fishecology_ @IMEDEA_UIB_CSIC @CSICBalears
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#ASFB2022 is fast approaching, and we have some exciting news!! Join us at #ASFB2022 and check out the new and improved #FishID 🎉 Running from 6-10 Nov, the #FishID team will show you how to achieve automated underwater #monitoring
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Hi network. The #FishID team is on the hunt for an #underwater unbaited / baited dataset from the Mediterranean Sea. We will use this dataset to stress test our platform 🚨 Please point me in the right direction 👀 #marineimaging #cv #ecology #ai #bruv
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Have a look at my new #GitHub repo designed to bring data science into environmental science. https://t.co/08FfQTadtR.
#Python or #R scripts to solve common tasks such as: How do I batch rename my fieldwork videos using a csv map?
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More direct link to paper for those interested in acoustic automation
link.springer.com
Aquatic Ecology - Efficacious monitoring of fish stocks is critical for efficient management. Multibeam acoustic cameras, that use sound-reflectance to generate moving pictures, provide an...
Automated fish counts from acoustic cameras - good and getting better using acoustic shadows. Count fish at night! #deeplearning, @globalwetlands @KristinJinks @TroyGaston_ @GriffithARI
https://t.co/03oYMYnhBu
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Join us! We are seeking a talented post-doc with #DeepLearning skills to develop our prototype #jellyfish #AI system into a fully operational early warning system for Tasmania’s salmon aquaculture industry. @blueeconomycrc @Bela_stantic @Griffith_Uni
https://t.co/u7vStq30tb
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PhD Thesis Submitted 🎉 I really enyoyed writting my thesis, especially the 'Future research directions' section. So, what are my current and future recommendations to people interested in this field? Internal = you / External = you and other teams
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#FishID key #AI outputs of 2021 🚀 Automated fish #tracking on #underwater imagery [ https://t.co/iOy6dpj1St] 🚀 Deal with fish #occlusion with this method [ https://t.co/UfS0cTRYkm] 🚀 Develop fish #detection models with this realistic #dataset [ https://t.co/CMGWOD3XYe]
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🚨NEW PAPER🚨 I am sure anyone working with video imagery for animal monitoring has encountered issues with occlusion (e.g. when animal abundance is high). We developed a solution💡 We used Seq-NMS, a 45% CT, and a cubic polynomial corrective equation 🧮 https://t.co/6bpoJQTHGh
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🚨New paper led by @turschwell models trajectories of #seagrass change at a global scale & shows how they relate to multiple anthropogenic pressures. Seagrass conservation requires identifying main pressures of loss & regions most at risk of ongoing loss. https://t.co/JLquqGCRwS
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If you want to access #FishID before it is released next year, send us a an email at fishidglow@outlook.com Become a platform tester and collaborate with us 💡#CWTC21
As host of Australia’s national platform for underwater #computervision, we automatically identify and count fish in coastal wetlands, accurately even at high numbers in #BRUVS. Learn more at: https://t.co/w0FAULg8C8 Hear from @eco_ell
https://t.co/LhBAX3mLv8
#CWTC21 2/5
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One of my favourite videos collected during my PhD fieldwork. Can we automatically quantify rare predator-prey dynamics like this one ? 👀 #CWTC21
FishID can: ➡️ automatically report animal movement patterns🐠 https://t.co/cLeEdLfBZj ➡️ and feeding behaviour🐠 https://t.co/g6Mg8UkmH0 …sometimes serendipitously revealing ecological phenomena new to coastal wetland science! @seabassphd @eco_ell #CWTC21 3/5
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#FishID will be available in 2022 for all Australian researchers that want to #monitor aquatic ecosystems. Open access and open source! A game changer 🔨 #CWTC21
As host of Australia’s national platform for underwater #computervision, we automatically identify and count fish in coastal wetlands, accurately even at high numbers in #BRUVS. Learn more at: https://t.co/w0FAULg8C8 Hear from @eco_ell
https://t.co/LhBAX3mLv8
#CWTC21 2/5
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Excited to see the first Coastal Wetlands Twitter Conference! #CWTC21. Looking forward to seeing some of the new #tech being developed for #wetlands #monitoring.
Join the inaugural🌎Coastal Wetlands Twitter Conference #CWTC21 this October! #mangroves #seagrass #saltmarsh Find out how to become a presenter or participant at: 👉 https://t.co/NLdbinvjtV
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