Dan Avery

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@danavery

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Dan Avery

Senior web developer and ML practitioner

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AI for Conservation

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Latest Discussion
Faces, Flukes, Fins and Flanks: How multispecies re-ID models are transforming Wild Me's work

Artificial intelligence is increasingly being used in the field to analyse information collected by wildlife conservationists, from camera trap and satellite images to audio recordings. AI can learn how to identify which photos out of thousands contain rare species; or pinpoint an animal call out of hours of field recordings - hugely reducing the manual labour required to collect vital conservation data.

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Join the Seeed Vision Challenge and Explore Conservation Tech!

Join the Seeed Vision Challenge, an opportunity for conservation innovators to harness the power of AI vision sensors for environmental monitoring and protection.

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Acoustics

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Latest Discussion
WILDLABS AWARDS 2024 - BumbleBuzz: automatic recognition of bumblebee species and behaviour from their buzzing sounds

Acoustic monitoring is one of our biggest and most active groups, with members collecting, analysing, and interpreting acoustic data from across species, ecosystems, and applications, from animal vocalizations to sounds from our natural and built environment

Latest Resource
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Underwater advertisement call of the threatened Telmatobius rubigo (Anura: Telmatobiidae

In a recent publication we tested Underwater Passive Acoustic Monitoring (UPAM) as a feasible non-invasive technique to study the calling behavior of therathened aquatic Andean frogs under natural conditions in the extreme environments of PUNA in the central Andes of Argentina

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Data management and processing tools

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Latest Discussion
Newt belly pattern for picture-matching

Conservation tech work doesn't stop after data is collected in the field. Equally as important to success is navigating data management and processing tools. For the many community members who deal with enormous datasets, this group will be an invaluable resource to trade advice, discuss workflows and tools, and share what works for you.

Latest Resource
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Underwater advertisement call of the threatened Telmatobius rubigo (Anura: Telmatobiidae

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Marine Conservation

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Latest Discussion
Fully-retrievable Satellite Tags for Seals?

Bringing together many of our community's tech types like bioacoustics, biologging, drones, remote sensing, machine learning, and more, the Marine Conservation group is a meeting point to begin innovative collaborations and answer difficult questions.

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Update on SEE Shell App to identify illegal tortoiseshell products

SEE Shell is an innovative phone app that uses machine learning to identify products made from the shell of the critically endangered hawksbill sea turtle.

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Software and Mobile Apps

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Latest Discussion
Newt belly pattern for picture-matching

The software and apps used and built by the conservation tech community are as varied as the species and habitats we work to protect. From fighting wildlife crime to collecting and analyzing data to engaging the general public with unique storytelling, apps, software, and mobile games are playing an increasingly large role in our work. Whether you're already well-versed in the world of software, or you're a hardware expert looking for guidance from the other side of the conservation tech field, this group will have interesting discussions, resources, and ideas to offer.

Latest Resource
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Underwater advertisement call of the threatened Telmatobius rubigo (Anura: Telmatobiidae

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Remote Sensing & GIS

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Latest Discussion
Using Raster data?

Every day, mapping and spatial analysis are aiding conservation decisions, protected areas designation, habitat management on reserves and monitoring of wildlife populations, to name but a few examples. If you are excited by the ways in which GIS is used in conservation, this is the group for you!

Latest Resource
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Starting a Conservation Technology Career with Vainess Laizer

Watch our interview with pioneering young Tanzanian vulture researcher Vainess Laizer! Her research investigating the breeding success of white-backed vultures in the western corridor of the Serengeti ecosystem using camera technology is an excellent inspiration for how to get started in a career in conservation tech.

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