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Header image: Laura Kloepper, Ph.D.

discussion

Introduction and networking

HelloMy name is Nora Noel Lowassari, an Ecologist volunteer from Ruaha National park. A cohort at Women in Conservation Technology 2024

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Integrating AI models with camera trap management applications

Hi All, As part of extending the work we are doing at the BearID Project, we are thinking about integrating the models we are developing into open source camera trap project. This...

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@pvlun - I finally had a chance to try EcoAssist. Great work! This is a great starting point for the conservationists I'm working with to utilize MegaDetector. I'm mainly working with researchers in the Americas (North and South). We may need to train some classifiers (or find some), but we may also want to integrate models from animl-py

For videos, is there a way to see the frame by frame detections? The results json file only seems to indicate 1 bounding box per category in the video.

Ultimately, we may still want to go for a full camera trap data management platform like TRAPPER. Supporting the Camtrap DP format may enable compatibility with TRAPPER.

@bluevalhalla There will be a amazon classifier (PyTorch Wildlife) added to the list soon (hopefully this week). 

Adding the animl-py models is on my TODO list, but unfortunately the TODO list is quite long....

At this point there is no option of visualising video's. What you are seeing is the direct result of MD on videos. It would be possible if we keep track of which bounding box corresponds to which frame. Perhaps a feature which exports the frame with the highest confidence per video would be sufficient. But then again, at this point I don't have a lot of time to work on that. 

Same with CamtrapDP, it's on my TODO list!

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discussion

Testing, Deployment, Solar, Conferences - Mothbox update v3.21

The last two months have been bustling with fun mothbox developments!Deployment in AzueroOur first full deployment went wonderfully! Andy and Kitty trained @Hubertszcz  's...

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Thank you for the detailed post. This is amazing! 

 

Have you experimented with ways of reducing power consumption? How much of the power is used by the LEDs vs the RPi? You could try having the LEDs on for less time, or less bright. 

 

Julian

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discussion

Auto-Wake a Pi5 without a Pijuice! (Mothbox)

MotivationReplicate the functionality of a Pijuice with just a Pi5 and a $5 battery!Like many folks here, we use a Pijuice on the Raspberry pi on the...

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How much current does the Pi 5 draw when it is sleeping? 

I did an experiment recently and hand built one of the circuits from "Power switching RP2040 for low
standby current applications." It would be possible to design a little board/hat which combined that with an RTC to schedule complete shutdown more or less any Raspberry Pi. The RTC would draw only a tiny current.

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discussion

Meta: Does anyone know how to Stay logged in to Wildlabs.net?

One challenge I have on wildlabs is that I get logged out after maybe half a day or so. It makes it a bit tricky for me to use the forums because I'll go to a thing, but then have...

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But the use of the browser password manager should make it no big deal for people even if they got logged out once a day. Which Iโ€™m sure is not the case for the wildlabs site.'

"Big deal" is very subjective...

I use firefox on linux and have tabs unloaded when not in use for ~30 minutes. After 24-48 hrs if I click on the wildlabs tab I'm logged out. I then have to click on login and have my password manager fill out the form. Then it brings me to my profile page (why? why doesn't it go back to where I was which is where I wanted to be, just logged in?), then I have to click on the feed page, which displays the global feed which is also not of my interest. Finally I get to click on my feed. Is is a "big deal"? I can't claim it is. Does it keep me from checking wildlabs? Definitely!  I participate in a dozen forums/discords and wildlabs is the most annoying to check in for a quick "oh, let's see whether there's something interesting".

 

 

It's still a choice to close your tabs. Closing all your tabs tends to get you to have to login again.

However.... Despite the expiry date on the cookie. linkedin.com logs in without ever having to re-enter your password. So I guess there is a way in principle to make it so you don't have to log back in. Such would a way then also work with your auto tab closer.

However, that's not something that I'm going to investigate. If someone wanted to, the clue would be in the cookies and the final answer would be available from the wildlabs site developer. Myself, I would never have guessed that so many people would find this annoying. But everyone is different.

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discussion

Data loggers for sewage monitoring

Hi WILDLABS communityRecently I've been noticing some signs that our local beach in St Andrews, Scotland may be having raw sewage discharged. The monitoring by SEPA, as far as I...

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Hi Jamie,

Nitrate sensors for sewage are quite pricey, so I might go with a bunch of OpenCTD loggers, on the theory that the conductivity will spike in sewage.  There may also be a detectable temperature signal.

Jamie/Harold: OpenCTDs are awesome but unfortunately conductivity won't indicate sewage against a background of seawater. I think DO is an interesting avenue to explore but I'm not aware of much published research on correlations there. I've heard of folks using a variety of fluorescence-based sensors (e.g., CDOM to indicate the organic matter, tryptophan-like fluorescence, and possibly optical brightener fluorescence). I think it's all still a very active field of research, so can't wait to hear what you learn! 

BTW, I thought of SMRU's tags when I just saw this other thread to which @htarold recently replied over here: 

If you can share how SMRU implements your tags' saltwater switch(es) in that thread, @jamie_mac, that would be a huge help!

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discussion

How to add a salt water switch

Hi โ€“ Iโ€™m working on developing a GPS / LoRa tracker for Diamondback Terrapins (DBT) with some colleagues. DBTs spend a lot of time in brackish water and weโ€™...

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Hi Ned, the TTP223 is commonly available in a small module, so I'll use that instead of making my own board just for that chip.  Probably I'll wrap it in PVC heat shrink tubing (often used for batteries) so I can cement it to the inside bottom (flat) of the PVC waterproof housing.  An alternative is to integrate the chip (SOT23) on main board and wire its capacitive input to a patch of adhesive copper foil on the inside of the hull, but that's getting a bit too fancy for me.

I'll configure the module output active high and connect it to the MCU's wkup pin (also active high) with a pigtail.

The plan is to allow the MCU to boot up and do the self test before putting itself to sleep, all while on the bench and before the housing is closed, and to wake up upon deployment.  I may have the code poll the touch sensor during normal operation to detect recovery in order to put it back to sleep, or I may not bother.

Hey Ned, 

If you want to add a transmitting component to your tag, let me know. I would happily provide the open-source Argos boards and some free satellite service time. 

Hi, @nedhorning, sounds fascinating! I'm going to listen in to hear how things progress, including with the capacitive sensor described in this thread. That sounds wise as it insulates the electronics. 

Also wanted to mention that we use a comparator circuit following a reference design from TI that I can't find at the moment but probably could with more digging if desired. We described its basic design and use in a saltwater switch in this paper (open access) if you want to read a bit more. 

https://www.sciencedirect.com/science/article/pii/S0278434322001029
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discussion

Has anyone combined flying drone surveys with AI for counting wild herds?

My vision is a drone, the kind that fly a survey pattern. Modern ones have a 61 megapixel camera and LIDAR which is a few millimeter resolution, they are for mapping before a road...

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And here is an idea that will develop in parallel. I happen to live near a bunch of greenhouses. Do you think your raspberry pi application could operate a drone inside a greenhouse? I mean could it be taught to recognize a flying insect, in the nicely constrained greenhouse environment? For example there's only a few kinds of bugs in there I bet. 

The drone also has one of those small vacuum cleaners, like a Dyson stick. Then it needs to guide the drone to where the vacuum can grab the flying moth or pest. If I could get a few of those flying I could maybe pay for phase 2. 

Actually my Raspberry Pi application is a sound localizer not related to image recognition. My image recognition related project runs on Jetsons and higher.

But I think recognizing bugs on a drone would likely be challenging. You would have to have sufficient detail to get good recognition which would be a very narrow field of view and then vibration also becomes an issue.

For example, the trainings on just the coco dataset seems to distill the recognition of people to a multi-segmented thing with bits sticking out. So spiders on camera lens are highly likely to be seen as people. To get better results much more training data is needed. I expect it's also likely to be the case for insects, really large amounts of training data would be needed to tell the difference between different types.

Hi Johnathan, 



There is a Canadian company more or less doing that. They have their own endurance drone and optical/thermal cameras. Very much keyed into surveys and they may have success given the number of helicopter accidents we have had in Western Canada. Not sure if the AI part is there yet. 



I know they've done surveys with at least one department here but not much beyond that. I talked to one of the developers their just as a point of interest. The current leadership today looks different than I remember though. 



 

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discussion

Welcome to WILDLABS!

Hello and welcome to the WILDLABS community! With 6,000 members and counting, we want to get to know you a little better. In a couple of...

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Hello everyone!

I have been following the Wildlabs more or less actively for 5 years now, but never introduced myself! 

I am an agronomy engineer specialised in conservation technologies. I have worked in private companies and NGOs, managing the development of conservation technologiesโ€™ projects on the development side as well as on the conservation expert side. I have recently joined an NGO called Noรฉ, working on broader conservation projects around land stewardship, agroecology, restauration, connectivity and coexistence, but, of course, conservation tech are never far! 

I look forward to learning and sharing with all of you!

Hi all,

I work at Planet, where we image all of Earthโ€™s landmass every day, and make global change visible, accessible and actionable. 

Part of my daily work is to lead the NICFI Satellite Data Program, which provides free access to Planetโ€™s high-resolution, analysis-ready mosaics of the worldโ€™s tropics in order to help reduce and reverse the loss of tropical forests, combat climate change, conserve biodiversity, and facilitate sustainable development for non commercial uses. Generally speaking, I think about ways through which we can help, at scale, our users (now more than 30k!) best access and use satellite data in support of their workflows and challenges.

Very happy to answer questions about satellite data, the NICFI Satellite Data Program, Planet, and talk about geodata for nature and climate in general :)

Cheers,
Luisa

 

 

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discussion

Mass Detection of Wildlife Snares Using Airborne Synthetic Radar

Mass Detection of Wildlife Snares Using Airborne Synthetic RadarFor the last year my colleauges Prof. Mike Inggs (Radar - Electrical Engineering, Unviversity of Cape Town) and...

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Happy to help out with the processing of the SAR images and building a model on top of it. 

Hi @DaveGaynor regarding funding, have you reached out to any lodges? I know that snaring is rife in the Manyaleti ... maybe some of the lodges in the Sabi Sands would be interested in helping you with your goal? 

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discussion

Time drift in old Bushnell

Hi everyone! Have you ever experienced time drift in the old Bushnell NatureView Cam HD? If so, is there a way to fix it? The camera traps are still working pretty well for...

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Depending on how much drift there is it may be a fixed offset caused by the timer not restarting until you have finished puttin gin al the settings. You set the time, then do all the the other settings for a couple of minutes, then exit settings and the timer starts from the time you set, in other words wto minute slow. The apparent drift will be short and fairly consistent, and will not increase with time (it is a bias). The solution is to leave the time setting to last and exit set p immediately after you enter the time.

If it is genuine drift then you can correct for it to an extent by noting the time on the camera and on an accurate timepiece when you retrieve the images. If you want to get fancy  you can take an image of a GPS screen with the time on it, and compare it to the time stamp on the image.

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discussion

Remote Sensing & GIS Group Leadership

Hi Folks,I'm interested in being the group leader for the Remote Sensing & GIS  group, but it would be great to have a co-lead. Anyone care to join me? Thanks!Kind...

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Hi Cathy! Please check out the below article on group managers. Essentially, we're asking for a 12 month commitment of 1 hour a week (more or less) to promote engagement in WILDLABS groups by sparking conversations, engaging with people's content, and planning 1 virtual event a month to bring the community together. (This could be bringing a speaker in, or just having a 45 minute coffee call for people in the sector to get to know each other and share their work.)

As a group manager, you have the full support of the WILDLABS community team. We have a dedicated Slack channel, monthly calls to support you in your group management, and so much more.

Being a group manager is a great way to give back to the conservation tech community, steer conversations in the direction you think is important, foster a vibrant space for collaboration, and build your network. Shoot me an email if you're interested ([email protected])! I'm happy to hop on a call to discuss more in-depth. 

Hi Cathy, please check out what Alex sent and DM me if you're still interested in co-leading the group. Thanks.

Vance

Unfortunately I may fail to deliver so I cannot take it up. Am off net at times for two weeks straight. 

But excited about everything GIS so I follow keenly. 

Thank you for the explanation. ๐Ÿค

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discussion

Research in community-based conservation programs: best practices & challenges

A practice-based research project: I am carrying out a qualitative research project to better understand the challenges and best practices when designing and...

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Hey there! Here are some people you may way to reach out to:

  • @EstherGithinji 
  • Kate Tointon from Fauna and Flora International's Conservation Leadership Programme
  • @Abigail 

I'll keep thinking about other possible contacts!

Hi Yanna,

Your project seems not particularly technology oriented, which is okay, of course. However, if you're not already calling or searching there, I would suggest checking out 

cheers

Frank

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event

Bioacoustics and AI 101

Recent developments in AI have not only led to dramatic increase in accuracy of detecting/classifying sounds, but have simultaneously made these tools accessible for people with little to no prior knowledge of AI. This...

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4th African Bioacoustics Community Conference

The African Bioacoustics Community hosts a biennial conference that brings together individuals from around the world interested in bioacoustics. These conferences provide opportunities for underrepresented scientists...

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discussion

Thoughts on new MSc in Conservation Technology

Hello everyone, We are in the process of developing a new MSc in Conservation Technology at my university and would welcome your feedback. If you would be willing to give...

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Hi Emma, 

Have you spoken to Kate Jones? She would be happy to speak with you about her team's work developing the MSc Ecology and Data Science at UCL, which sounds incredible and comprehensive. This MSc is the best conservation tech programme I've heard about so far, so it would be worth chatting to her team!

Steph

https://profiles.ucl.ac.uk/35481-kate-jones

Hi Emma,

Thank you for your outline. Feel free to send me an outline ( I sent you my email in a private WildLabs message ), but from your description I would like to give two comments already,

1) Besides learning about these technologies, the course should in my view also include learning the skills of finding out about new technologies and assessing them. The list of technologies that you are giving seems state of the art, but in the course of the students career it is likely to change completely a couple of times over. Much of what is on the list would not be there ten years ago. Even only three years ago AI (as we now think of it ) would probably not be on the list, but ML would.

2) Perhaps you were planning this already, but when it comes to 'correct use and validation', in my mind, that should definitely include the social/societal aspects of these technologies, no matter if it is about use in the global North or global South. What I am after is Technology Assessment.

Hopefully, this is of use to you

cheers

Frank

Building on Frank's comments, I'd also think about including some conversation about the ethical use of technology - Trishant's talk at Tech Tutors a little while ago sparked a really important conversation here in our community, one that would be valueable to have with your students. 

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event

5th World Ecoacoustics Congress

In 2024, the 5th WEC, which will be held from 8th to 12th July in Madrid, will aim to bring together cutting-edge researchers and the international scientific community around this emerging field. During five days, we...

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