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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.

discussion

Wildlife Conservation for "Dummies"

Hello WILDLBAS community,For individuals newly venturing into the realm of Wildlife Conservation, especially Software Developers, Computer Vision researchers, or...

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Maybe this is obvious, but maybe it's so obvious that you could easily forget to include this in your list of recommendations: encourage them to hang out here on WILDLABS!  I say that in all seriousness: if you get some great responses here and compile them into a list, it would be easy to forget the fact that you came to WILDLABS to get those responses.

I get questions like this frequently, and my recommended entry points are always (1) attend the WILDLABS Variety Hour series, (2) lurk on WILDLABS.net, and (3) if they express a specific interest in AI, lurk on the AI for Conservation Slack.

I usually also recommend that folks visit the Work on Climate Slack and - if they live in a major city - to attend one of the in-person Work on Climate events.  You'll see relatively little conservation talk there, but conservation tech is just a small subset of sustainability tech, and for a new person in the field, if they're interested in environmental sustainability, even if they're a bit more interested in conservation than in other aspects of sustainability, the sheer number of opportunities in non-conservation-related climate tech may help them get their hands dirty more quickly than in conservation specifically, especially if they're looking to make a full-time career transition.  But of course, I'd rather have everyone working on conservation!

Some good overview papers I'd recommend include: 

I'd also encourage you to follow the #tech4wildlife hashtags on social media! 


 

 

I'm also here for this. This is my first comment... I've been lurking for a while.

I have 20 years of professional knowledge in design, with the bulk of that being software design. I also have a keen interest in wildlife. I've never really combined the two; and I'm starting to feel like that is a waste. I have a lot to contribute. The loss of biodiversity is terrifying me. So I’m making a plan that in 2024 I’m going to combine both.

However, if I’m honest with you – I struggle with where to start. There are such vast amounts of information out there I find myself jumping all over the place. A lot of it is highly scientific, which is great – but I do not have a science background.

As suggested by the post title.. a “Wildlife Conservation for Dummies” would be exactly what I am looking for. Because in this case I’m happy to admit I am a complete dummy.

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article

Tranforming Conservation Together: Highlights from the 2023 EarthRanger User Conference

Here are a few key insights from this year's event that we're carrying into 2024.

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Hi @hjayanto !No participants from Indonesia, but we did have some from the Philippines, Cambodia, and Bhutan. Happy to help facilitate your adoption. Can you email me at...
Thank you Jordan! We have a plan on the adoption of earth as one of the activity in our WILDLABS awards application. I will try to reach you when we through with the support and/...
Sounds good, thanks @hjayanto !
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discussion

AI to operate Wildlife Passage Gates

HelloI am not a scientist. I am looking to collaborate with someone or a group who understands how to integrate live photo animal identification into a mechanical devise to open...

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BTW. I found out that the Jetson Orin NX 16GB module is drawing around 20W when running continuous inference, processing streams from 6x cameras at 6 fps.

I'll try and find out what you can do with a Pi 5 and a smaller model over Christmas.

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discussion

Hydromoth for coastal & offshore surveying

Hi all! I'm interested in deploying a Hydromoth on an Uncrewed Surface Vehicle (USV) to collect acoustic data for biodiversity analysis, for coastal and offshore marine surveys....

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Hi Sol,

I think your concern is well placed.  The pros typically tow an array of hydrophones, in its simpler configuration it looks like a long fat rubber hose containing maybe a dozen transducers feeding their electrical signals to a recording unit back on the ship.  All this is done to reduce noise from the ship, from waves crashing, and flow noise.  The multiple transducers can also be electronically tuned to be directional so that it can be "pointed" away from a noise source (like the ship).

In your position, I would just try the simplest thing that could work, then fix the problems as they arise.  It could be you may need to be dead in the water while recording.  To address surface noise (slapping waves, wind), you could mount the hydromoth low down on a spar buoy, which you tow into position.

 

Best of luck, it sounds like an interesting project (c:

Hydromoths are great for the price but they do not have the most streamlined housing and audio quality won't be as good as something like a SoundTrap or really any recorder with a proper hydrophone and 16-bit +DAQ system.

If you can afford it, this is an excellent SoundTrap based towed autonomous system NOAA have been using. It might work towed behind an autonomous vehicle

Alternatively, if you can have something inside the vehicle, a simple tape recorder (e.g. Tascam DR40X) and hydrophone on cable  will provide excellent sound quality. You could also use something like a Raspberry Pi with audio focussed ADC hat to record but that would require a bit more programming. Even consider a standard AudioMoth and plug a proper hydrophone into the audio jack - this would still have a 12-bit ADC but would provide better sound quality than a hydromoth (hydrophones are more omnidirectional and there's no air filled causing reflections and attenuation)

If you are considering an external microphone and a towed system, then you would also be in a position to consider a raspberry pi with an external microphone with sbts-aru. Another option:



 

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discussion

Is anyone or platform supporting ML for camera trap video processing (id-ing jaguar)? 

Hi wildlabbers, I have another colleague looking for support for getting started using AI for processing videos coming out of their camera traps - specifically for species ID...

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Hey there community! Im new here and looking after lots of answers too! ;-)

We are searching aswell for the most ideal App / AI technology to ID different cats, but also other mammals if possible 

- Panthera onca

- Leopardus wiedii

- Leopardus pardalis

 

and if possible:

 

- Puma concolor

- Puma yagouaroundi

- Leopardus colocolo

- Tapirus terrestris

 

Every recommendation is very welcome, thanks!

Sam

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discussion

DeepFaune: a software for AI-based identification of mammals in camera-trap pictures and videos

Hello everyone, just wanted to advertise here the DeepFaune initiative that I lead with Vincent Miele. We're building AI-based species recognition models for camera-trap...

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Hello to all, new to this group. This is very exciting technology. can it work for ID of individual animals? we are interested in Ai for identifying individual jaguars (spots) and andean Bears (face characteristics). Any recommendation? contact? thanks!

German

That's a very interesting question and use case (I'm not from deepfaune). I'm playing with this at the moment and intend to integrate it into my other security software that can capture and send video alerts. I should have this working within a few weeks I think.

The structure of that software is that it is two stage, the first stage identifies that there is an animal and it's bounding box and then there's a classification stage. I intend to merge the two stages so that it behaves like a yolo model so that the output is bounding boxes as well as what type of animal it is.

However, my security software can cascade models. So if you were able to train a single stage classifier that identifies your particular bears, then you could cascade all of these models in my software to generate an alert with a video saying which bear it was.

Hi @GermanFore ,

I work with the BearID Project on individual identification of brown bears from faces. More recently we worked on face detection across all bear species and ran some tests with identifying Andean bears. You can find details in the paper I linked below. We plan to do more work with Andean bears in 2024.

I would love to connect with you. I'll send you a message with my email address.

Regards,

Ed

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event

A SPOTLIGHT ON CUTTING-EDGE BIOMONITORING TECHNOLOGIES

Join us in our session to feature the latest developments and applications in groundbreaking biomonitoring tech in the tropics

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Hello!The Galápagos Islands can be considered Tropics? We do drone monitoring of the marine iguanas with the project Iguanas from Above :)Thanks.Andrea Varela
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