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Camera Traps / Feed

Looking for a place to discuss camera trap troubleshooting, compare models, collaborate with members working with other technologies like machine learning and bioacoustics, or share and exchange data from your camera trap research? Get involved in our Camera Traps group! All are welcome whether you are new to camera trapping, have expertise from the field to share, or are curious about how your skill sets can help those working with camera traps. 

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Lead Software Engineer, Wildlife Insights

Are you creative, love new challenges and have experience developing software? The Wildlife Insights team is hiring! Join a diverse team of ecologists, data scientists, engineers and machine learning experts to protect...

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Dealing with Cows whilst camera trapping

Morning everyone.I am having a big issue with cows knocking over camera traps and was hoping the wider group might be able to throw up some solutions. The project I am...

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Hi David,

 

Harold is correct. Cattle do like to use anything to scratch against. They are also pretty inquisitive.  

Cattle don't like shadows or flowing rubbish/ material. So attach a flag post near the camera or build a cage around it. Yet with a cage, cattle will most likely rub up against it. 

Never ending cycle of the scratching vs what you don't want moved

 

I like the idea of supplying them with a scratching post solution, I will look into that. Thorns/gorse is also a great idea. 

Thanks very much for the suggestions! I will let you know what works!

 

Hi Kim,

Thanks for the response. I think they can hear our cameras clicking when they are set off and they come to see what is happening so I would totally agree with the inquisitive cows!

I will try the flag idea as building cages is just not going to be practical with soil depth.

 

Thanks for the suggestion! 

 

Cheers

Dave 

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discussion

Can deep learning identify seabirds? (species, within-species, individual)

Hello everyone,I am looking for insight on the feasibility of identifying seabirds from photos taken at sea (such as these https://www.flickr.com/photos/9191812@...

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Update: I asked the same question on twitter so I'm sharing answers I got there:

https://twitter.com/YvanSatge/status/1529841782191792130?s=20&t=kbPCEOeZpuRM8MHT4No-ZQ

Hi Yvan, 

I dropped this into the AI for Conservation slack group as well, you got this reply this morning: 

Steph 

Hi Yvan,

If you find something which reaches your expectation and especially the ability to identify individual with plumage patterns I will be intereted.

In the same idea that Ultralytics, there is : 

Which could probably answer your first and second requirements.

 

And find here a great website showing all the IA-based camera software, you may find solutions or contact throw this list:

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discussion

Hardware Advice Needed: Cameras for seabird' nests

Hi everyone, I am part of a project about seabird conservation in Cape Verde Islands. We need to monitor tropicbird, Cap Verde petrel and other seabird’ nests, in order...

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discussion

Identify animal from Image

I am thankful to the members of Wildlabs net for giving us the right information to enable us to plan Bioacoustics solution implementation. It seems to be on track as of now....

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Hi Jitendra.

If they are still images, many people are using Megadetector to analyze their images. I'm not sure how it will do in species classification, but it can tell you if there are images of interest in the shots. Others here can probably give you more detailed instructions on how to use it to batch process camera trap images.

 

Have you considered creating a Kaggle competition? If you already have lots of images, and some that have been labelled, then this could be a good way to get people working on a solution

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Wolverine Data Technician

WCS
WCS Canada is seeking a Data Technician with a keen eye for detail to support its Wolverine Conservation Program. The Data Technician will be responsible for classifying wildlife photos taken with motion-sensor cameras...

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Camera Trap Image analyzer

How do I get started with trap tagger in analyzing camera trap data. Thanks in advance

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Hi Ann,

The best thing to do is contact Nic and Hannes directly: 

https://wildeyeconservation.org/contact-us/

They can provide you with an overview of the software and answer any questions you have. I've heard good things from a couple of others who have tried out TrapTagger.

 

Best,

Matt

Hello Matt,

Many thanks for your recommendation . I contacted Nic and we have planned a session where he will take me through the software.

 

Regards,

Ann

Hi Kate,

I highly appreciate your feedback. I love your idea of using wild ID .I have registered for the wild ID and am looking forward to using it in future. I wont hesitate to contact you incase of any inquiries.

Many thanks,

 

Regards,

Ann

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discussion

MegaDetector v5 release

Some folks here have previously worked with our MegaDetector model for categorizing camera trap images as person/animal/vehicle/empty; we are excited to announce MegaDetector...

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Great news Dan! We will be giving the model  a go on some of our new eradication projects soon

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discussion

Time-lapse camera trap recomendations

Hello camera trap gurus, I am searching for recommendations for a cheap (<90USD), rugged, and durable time-lapse camera for studying glacial melt. I've already been...

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Wow, I'd not come across the Kilocam before. What a cool piece of kit! Not remotely helpful to your question sorry (I honestly don't know of a cheaper, better option anyway), but could be the basis of a very cheap, time-lapse camera-collar...

Hi Meredith

We used some cheap Browning trail cams to record grey seal behaviour on the Farne Islands over the last autumn as a timelapse. We recorded an image every 1 min during the pupping season, which you probably don't need not need to record glacial melt, and they performed brilliantly. The batteries (8 x Lithium AA) lasted the whole of the season, from Mid October until the end of December, but we had to periodically swap the 32Gb SD cards as they would fill up after about 3-4 weeks. We also had to tape over the movement detector as that function still works even when timelapse is in operation. 

At the end of the season, we switched to every 2 min to pick up the final waifs and strays and to get some info on the moult, but, due to logistical reasons, we didn't have the chance to replace the batteries, nor could we change the SD cards. Even so, one of the cameras lasted until mid April i.e. over 6 months on a single set of batteries. We only had one of the eight cameras break and that was because a seal went over the top of the camera wrenching it from is anchorage point and eventually into the sea! It did get washed up but was in a sorry state after all that!. The others were all working perfectly and were ready for the seabird season.

Happy to provide more info if you need it

Richard  

Hi Meredith,

Here's a little more information about the Arribada cameras. They are solar powered and received enough power in the Antarctic winter continue photographing.  We programmed them to take an image every hour, which might frequent enough for you to monitor glacial ice. Even with 3 years of continuous monitoring, the memory card did not fill up. I think they are priced a little higher than 90 USD, but they can stand alone without maintenance for a long time. Depending on how remote your field site is, that might be beneficial.

We can send over some of the sea ice images we collected. They're fun and interesting to look at if nothing else.

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discussion

Floating mount/base for cameratrap?

We're monitoring a wetlands ecosystem and after losing some cameras to flooding and treefalls and being interested in detecting some of the swimmers (beavers, otters, etc.) while...

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@Rob_Appleby @Freaklabs 

I haven't tried anything like a floating mount for camera traps so would love to stay posted on how it goes. It would open up a lot of possibilities, but it sounds quite complicated too.

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discussion

How do you store your camera traps?

Hi folks: I'm looking for creative ideas for storing camera traps when they aren't in the field. I've got drawers in the lab, but the cameras become a bit of a tangled mess. Just...

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Hi Erika, 

Suggestions coming in over on Twitter: 

I store my Cameras in one gallon plastic bags with a zipper lock. Most cameras will fit in that size bag. There is a note card that goes in the bag, The note card lasts longer in the bag and does not smear which it will if you write on the outside and is very important if you are running a lot of cameras. You can make a nice note card with a word processor and lay out everything you want to note. The Notes can be whatever you want to track but the most useful is the brand and model, the date the camera was purchased, The Date it went into the storage bag, Notes on if the camera has been updated. The camera number, the password if the camera needs a password, The person who put the camera in the bag with their full name and the date, A note on how the camera did on it's last deployment, Camera works fine, YES, or whatever might be wrong is listed. I would also list any special features that the camera can perform, such has WIFI enable, Cell Camera, etc. I also make sure the Cameras number is easy to see on the card. When the cameras go out they should have a camera number on the inside of the camera so you can track it in your field notes and make sure all the bags come back from deployment so they are ready for when the cameras come back in from the field. 

The batteries are removed from the camera, When I bring a camera in from the field I test each battery with a  battery tester. If all the batteries are still good that information is noted on the bag card that the batteries were tested and their strength. Keeping the batteries with the camera keeps you from mixing batteries of various strengths. Remove any bad batteries and note if a new one has been added. If you decide to replace all the batteries, Note on the card that they are NEW and their strength because all new batteries should be tested to make sure you did not get a bad one. If batteries are not available put that on the Note card, NOTE, removing the batteries will usually require all the settings to be redone, I still put on the note card, CAMERA NEEDS NEW SETTINGS. 

I also put in the SD Cards, with SD size on the Camera Card. Some of my older cameras only take a 32 gig or smaller, while my new cameras take 125 Gig SD cards. If putting out a camera for a very long run I want to grab one that can take a large SD card. I usually have two SD cards for each camera so they can be swapped out but keep the same cards. Put on the Camera Card that the SD card should reformatted before the next deployment or you can reformat the SD card before the batteries are removed, but NOTE on the camera card that the SD cards are formatted and ready to go. This is a good idea so you know before storage that the SD cards work. 

Last I add one packet of Silica Dry packs. The bags are 5 grams. I use DRY and DRY. I got them in a 50 packet bag from Amazon, about 8 bucks. They are cheap and do a great job of removing all the moisture from the Camera, batteries, SD card, and keeps them dry for even very very long storage. 

Hope this helps, when the camera number goes up the more you need to keep them organized. 

I forgot to add, I put the cameras in the bag with the doors or camera halves OPEN so the moisture does not stay in a closed camera, we want everything to stay dry. 

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CV4Ecology Summer School

A three-week intensive summer school teaching Computer Vision Methods for Ecology, seeking to empower ecologists to accurately and efficiently analyze large image, audio, or video datasets using computer vision....

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discussion

Advice Needed: Camera Trap Occupancy Modeling for Small Data Set

Hello All!  I'm currently trying to analyze predator-prey spatial overlap using multi-species occupancy modeling. I've created 2-way (between two species)...

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Couple other papers looking at predator-prey interactions with camera trap data & multi-species occupancy models (though you may/probably know about some of them already!) -

Van der Weyde, L. K., Mbisana, C., & Klein, R. (2018). Multi-species occupancy modelling of a carnivore guild in wildlife management areas in the Kalahari. Biological Conservation, 220, 21-28. https://www.sciencedirect.com/science/article/abs/pii/S0006320717316464. 

Murphy, A., Kelly, M. J., Karpanty, S. M., Andrianjakarivelo, V., & Farris, Z. J. (2019). Using camera traps to investigate spatial co‐occurrence between exotic predators and native prey species: a case study from northeastern Madagascar. Journal of Zoology, 307(4), 264-273. https://zslpublications.onlinelibrary.wiley.com/doi/abs/10.1111/jzo.12645. 

Kleiven, E. F., Barraquand, F., Gimenez, O., Henden, J. A., Ims, R. A., Soininen, E. M., & Yoccoz, N. G. (2021). A dynamic occupancy model for interacting species with two spatial scales. bioRxiv, 2020-12. https://www.biorxiv.org/content/10.1101/2020.12.16.423067v2.abstract. 

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discussion

Experience with Microwave Motion Sensors!

Hi all, I'm looking for anyone who has any experience in using Microwave Sensors, such as the rcwl-0516, to detect the motion of birds/mammals for triggering camera traps....

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@TomRS  @greghall and @htarold my initial (and brief) tests with the microwave sensor (same as this one: https://wiki.dfrobot.com/MicroWave_Sensor_SKU__SEN0192) I have suggest it's really sensitive to movement at fairly close range (~2m or less). Whilst this is impressive (like, it can detect my finger moving a few mm @ ~1-2m), it suggests that in order to avoid a lot of false positives/blank images, a fairly high tolerance or threshold would have to be set in the code. This will take a bit of trial and error to get right I reckon. Even though it has an in-buit potentiometer to toggle 'sensitivity' (equates to distance), even at the lowest setting, which is what I have it at, it's still really sensitive out at several metres. It definitely does appear to have an ability to tell the difference between a 'one off' or superficial movement, and more consistent movement that might be expected when an animal moves through an area. Maybe a combo PIR (interrupt) and microwave sensor (double checks after wakeup) could be a goer...although that could be a bit slow...Anyway, thought I'd share...

Last year I did some tests with 2 rcwl-0516 sensors and a single LoRa radio in order to detect human activity on two paths/roads leading to our home. This worked well and as far as i could tell was telling me if something was coming or going, and even infer if there were were more than one coming or going. Each "trap" consisted of two rcwl-0516s on 3 to 5 metre cables which triggered interrupts on an 8v Arduino pro mini, whether sensor A or B triggered first denoting the direction of travel. Whether deer or dogs were triggering the traps was not conclusive to me, but I did not experience to my knowledge any false positives caused by birds or flies - which had been a major issue with PIRs. I was detecting at about 5m to 8m distance. Knowing when the postman was about to arrive gave me time to lock up my dog. It detected bikes, horses, vehicles and humans as I expected. Triggering something like an ESP32 Cam would probably very simple, IF there are enough spare pins to act as interrupts - which was my main problem. HTH.

Thanks @PaulG and @TomRS I've now ordered some of the same model units, so shall hopefully get to test em out soon!

Cheers,

Rob

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Introducing the WILDLABS On the Edge Fellows

WILDLABS Team
We're proud to introduce the first WILDLABS On the Edge Fellows for 2022, Loretta Schindlerova and Meredith Palmer! Working alongside expert Edge Impulse mentors, these two fellows will use embedded machine learning to...

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Comparisons: Close-up Lenses for Camera Traps

Hey Guys! We're setting up a camera trap within a woodpile to see what mammals enter/exit the nesting box we've included there. For this purpose, we'd need a camera...

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I really like your approach Colin, but because I couldn't find any magnets that were small enough for the purpose I resorted to using the complete glasses lens and attaching it with thin strips of velcro (you can buy velcro tap in rolls at the hardware) and on the camera body I used thick double-sided tape for a step-up for attaching the velcro. It works, but the velcro shows signs of deteriorating after 6-8 months in the Australian sun, and the full lens not fitting under the lens hood allows moisture and fine bark particles etc. to get behind it. I'm using Swift 3C cameras and have used +1.5 and +2 lenses with great results. Any advice on where to get small but strong magnets? Re the suggested coax sealant - beware using it for long periods where it is exposed to hot sun. It becomes very difficult/impossible to remove completely. In its intended electrical applications it is meant to be used as a water-proofing over a high quality electrical tape seal. If is has to be removed the sticky gunk remains on the tape.

I've purchased my magnets here and the ferrous mounting stripes here. I've used UV cure superglue for attaching the magnets, as standard superglue sometmes failed after longperiod of being wet.

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