Camera traps have been a key part of the conservation toolkit for decades. Remotely triggered video or still cameras allow researchers and managers to monitor cryptic species, survey populations, and support enforcement responses by documenting illegal activities. Increasingly, machine learning is being implemented to automate the processing of data generated by camera traps.
A recent study published showed that, despite being well-established and widely used tools in conservation, progress in the development of camera traps has plateaued since the emergence of the modern model in the mid-2000s, leaving users struggling with many of the same issues they faced a decade ago. That manufacturer ratings have not improved over time, despite technological advancements, demonstrates the need for a new generation of innovative conservation camera traps. Join this group and explore existing efforts, established needs, and what next-generation camera traps might look like - including the integration of AI for data processing through initiatives like Wildlife Insights and Wild Me.
Group Highlights:
Our past Tech Tutors seasons featured multiple episodes for experienced and new camera trappers. How Do I Repair My Camera Traps? featured WILDLABS members Laure Joanny, Alistair Stewart, and Rob Appleby and featured many troubleshooting and DIY resources for common issues.
For camera trap users looking to incorporate machine learning into the data analysis process, Sara Beery's How do I get started using machine learning for my camera traps? is an incredible resource discussing the user-friendly tool MegaDetector.
And for those who are new to camera trapping, Marcella Kelly's How do I choose the right camera trap(s) based on interests, goals, and species? will help you make important decisions based on factors like species, environment, power, durability, and more.
Finally, for an in-depth conversation on camera trap hardware and software, check out the Camera Traps Virtual Meetup featuring Sara Beery, Roland Kays, and Sam Seccombe.
And while you're here, be sure to stop by the camera trap community's collaborative troubleshooting data bank, where we're compiling common problems with the goal of creating a consistent place to exchange tips and tricks!
Header photo: ACEAA-Conservacion Amazonica
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WCS is seeking a Conservation Technology Specialist to join their work in the Okapi Wildlife Reserve.
11 August 2023
Please join us in celebrating this year’s top #Tech4Wildlife Photo Challenge Honorees as chosen by our panel of leading conservation organization judges, and enjoy the story contained within these entries about how our...
4 August 2023
Join us as we count down the WILDLABS community's honorees in the first-ever #Tech4Wildlife Community Choice Awards!
3 August 2023
Exciting opportunity for an experienced biodiversity monitoring expert in ZSL's conservation department
18 July 2023
Article
In 2019, the U.S. Navy initiated a time-lapse camera study to investigate seal presence at select haul-out locations in the lower Chesapeake Bay and coastal waters of Virginia, which are important areas to Navy training...
13 July 2023
Apply for funding (£500,000-£750,000) to develop software systems, which will help to improve biodiversity monitoring by automating the analysis of images and videos
12 July 2023
Applications are now open till 23 July for the 2023 Canon Oceania Grants with the category of the Environmental Grant valued at AU$5,000. The finalist will be selected based on the environmental and social merits of...
7 July 2023
Article
At Appsilon, we are always working to enable our users to get the most out of our solutions. With this in mind, we are happy to introduce two new add-ons to Mbaza AI.
4 July 2023
In this Conservation Tech Showcase case study from Osa Conservation, you’ll learn about how technology is aiding their long-term efforts to prevent wildlife crime, protect critical species, and build a climate-adaptive...
22 June 2023
In this interview between Rob Appleby and Ellie Warren, we discuss the importance of DIY, recycling, and sharing tools in order to make our community more sustainable.
14 June 2023
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November 2022
Description | Activity | Replies | Groups | Updated |
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Hi @mguins , as @kimhendrikse mentioned resolution (and also brand) for thermal cameras can dictate a big jump in price. GroupGets has a budget Lepton (FS - short for 'factory... |
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Camera Traps | 1 day 18 hours ago | |
I would be interested how you setted up this system. Which model do yu use and how are they connected? |
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Human-Wildlife Conflict, Camera Traps, Sensors | 1 day 19 hours ago | |
Keep us in touch looks promissing! |
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Camera Traps | 1 day 20 hours ago | |
This is super cool! Me and @Hubertszcz and @briannajohns and several others are all working towards some big biodiversity monitoring projects for a large conservation project here... |
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AI for Conservation, Autonomous Camera Traps for Insects, Camera Traps | 2 days 15 hours ago | |
A few months ago, the Wildlife Insights team conducted a survey to learn more about camera trap data management practices, the use of AI... |
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Camera Traps | 4 days 6 hours ago | |
Hello Community,I am currently working on specifying some camera trap projects and am particularly interested in gathering statistics on... |
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Camera Traps | 5 days 21 hours ago | |
Just a heads up that GBIF has released a new technical document for community peer review. The guide, Best Practices for Managing and... |
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Camera Traps | 1 week 1 day ago | |
Ben, I have just noticed you work at Chester Zoo. I am due to be at Welsh Mountain Zoo on Fri 22nd and Sat 23rd giving talks about our Margay project that uses arboreal... |
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Camera Traps | 2 weeks ago | |
And finally for now, the object detectors are wrapped by a python websocket network wrapper to make it easy for the system to use different types of object detectors. Usually, it'... |
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Autonomous Camera Traps for Insects, Camera Traps | 2 weeks 4 days ago | |
Frank's idea of using 2 camera traps is inspired!I've fiddled with cheap camera traps a bit, and some (most?) of them use a low power, inaccurate timer for the time lapse function... |
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Camera Traps | 1 month 1 week ago | |
Thanks folks. Will go check and let you know what I learn.Mike |
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Camera Traps | 1 month 1 week ago | |
Thank you for your suggestion, Collin. It's not my decision, but I'll pass it on |
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Camera Traps, Drones | 1 month 1 week ago |
Identify animal from Image
2 August 2022 1:37am
2 August 2022 10:24am
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
Wolverine Data Technician

29 July 2022 1:59pm
Snapshot Europe 2022 sign-up is open!
20 July 2022 6:17pm
setting up a network of cameras connected to a server via WIFI
3 April 2022 7:19am
27 June 2022 4:37pm
Oh awesome, I hadn't heard of those brands beforehand, thanks for mentioning them!
9 July 2022 6:03am
Great discussion! Pet (and other 'home') cams are an interesting option as @antonab mentioned. I've been testing one at home that physically tracks moving objects (and does a pretty good job of it), connects to my home network and can be live previewed, all for AUD69 (I bought it on special. Normal retail is AUD80):
On the Wifi front, and a bit of a tangent, has anyone done any work using 'HaLow' (see below for example) as it seems like an interesting way to extend Wifi networks?
17 July 2022 8:21am
Cool thread!
I will be testing Reolink Wi-Fi cameras in combination with solar powered TP-Link long range Wi-Fi antennas/repeaters later this field season for monitoring arctic fox dens at our remote off grid site in Greenland. The long range Wi-Fi antennas are rather power hungry but with sufficient solar panel and battery capacity I am hopeful it will work.
I am looking forward to explore the links and hints above after the field season.
Cheers,
Opportunity: Postdocs on mammal species distributions

11 July 2022 8:46pm
Camera Trap Image analyzer
2 June 2022 10:41am
17 June 2022 3:58pm
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
2 July 2022 9:48am
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
2 July 2022 2:39pm
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
MegaDetector v5 release
20 June 2022 9:06pm
29 June 2022 11:07am
Great news Dan! We will be giving the model a go on some of our new eradication projects soon
Time-lapse camera trap recomendations
19 April 2022 10:42am
5 June 2022 7:51pm
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...
9 June 2022 1:22pm
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
28 June 2022 3:42pm
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.
New Conservation Tech Directory update
27 June 2022 4:45pm
Floating mount/base for cameratrap?
23 June 2022 2:36pm
23 June 2022 8:49pm
@Rob_Appleby @Freaklabs
24 June 2022 6:07am
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.
How do you store your camera traps?
2 June 2022 5:21pm
8 June 2022 1:15pm
Hi Erika,
Suggestions coming in over on Twitter:
In socks in a cupboard.
— Lisette Mill - Agvocate (@agvocate_au) June 8, 2022
17 June 2022 4:37pm
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.
17 June 2022 4:40pm
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.
Snapshot USA Survey Coordinator
9 June 2022 12:20pm
New microprocessor for low power AI camera & audio applications from Microchip
3 June 2022 8:36pm
CV4Ecology Summer School
3 May 2022 6:13pm
Interval based video for behavior recording
3 May 2022 9:46am
Case Study: Cape Leopard Trust uses WildID to process camera trap image data
6 April 2022 11:32am
Advice Needed: Camera Trap Occupancy Modeling for Small Data Set
16 March 2022 7:33pm
25 March 2022 5:02pm
I'll take a look into these options, thank you for the advice!
26 March 2022 10:59am
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.
28 March 2022 6:47pm
These are great, thank you!
News: The Latest in Conservation Tech (March 24)

24 March 2022 12:00am
Experience with Microwave Motion Sensors!
23 February 2022 10:22am
16 March 2022 3:07pm
@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...
20 March 2022 5:20pm
20 March 2022 6:05pm
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
Apply now: Women in Conservation Technology Programme, Kenya
8 March 2022 12:00am
Introducing the WILDLABS On the Edge Fellows

10 February 2022 12:00am
Comparisons: Close-up Lenses for Camera Traps
9 January 2018 8:49am
14 January 2022 9:34pm
14 January 2022 10:28pm
19 January 2022 11:29am
Wifi trail camera
3 December 2021 8:47pm
16 January 2022 11:41pm
This seems like an eminently sensible thing to try. The main issue I've seen with most wifi cameras is that their antennas are omnidirectional - i.e. they send in every (horizontal) direction, because they don't know where the other wifi endpoint is. That means their signal doesn't go very far, but it's easy to connect. The tplink (and ubiquiti) long range devices have very directional antennas, so their signal is very focussed in that direction, which effectively means it remains quite strong for some distance. They also have to listen for the (more-interesting) return signal though from the wifi camera, and that could cause you grief. However, the highly-directional antenna can pick up fainter signals, from the direction they are pointing at, so it may be ok.
Getting wifi (or any radio signal) over any distance depends a lot on circumstances (distances, terrain, vegetation, weather, interference, ...) so I can't generalise to say this would/wouldn't work. You'd have to try it and see (or get into wifi signal strength measurements and calculations, which you can do with some apps). Some cameras also have removable antennas, so you could replace an omnidirectional (stick) antenna with something much more directional. Or, set up a wifi bridge, with e.g. a ubiquiti point-to-point link, with one end is close to your wifi camera (to pick up its weaker signal) and the other end at the house.
There are plenty of wifi wildlife cameras on ebay, which I understood use their own wifi hotspot to learn how to connect to a broader wifi network - same as the reolink, etc. when you first set them up. Lacking a broader wifi network they might offer their own as a fallback, so you can download while walking by. But I've not tried them, as they are quite expensive, and I have little faith their wifi signal would reach far enough (as per above) for our needs. I'm trying to build my own wildlife cameras now, using esp32cam modules and an external wifi antenna, just waiting on a few more parts :-)
17 January 2022 1:23am
Markusb very true but those camera are not truly wifi, they are a wifi /Bluetooth camera , meaning the create there own wifi network to down load the pics you have to connect to that network.
Now in saying that I have not experimented in writing a code using a programming language to be able to turn on and off wifi or Bluetooth and then turn it back off and tell the code to be able to do this ever two hours or so.
But using a small form factor pc that is connect to a ubiquiti or tplink long range wifi device this is possible to a Bluetooth / wifi trail camera
17 January 2022 2:27am
Ok, understand. Note, the bluetooth feature is very short range, just to configure the camera from your phone when standing nearby. Wifi will give you some longer range and greater bandwidth for image/video downloads. If it is only offering its own wifi network then that is sad, but unsurprising (they try to be very simple/cheap). Doesn't change my point though about the signal strength - if you are trying to get a really long distance (which is "over 100m" on most wifi cameras) then you will need to add something in between. A dedicated NUC/RPi/small-PC would be one option - but your reolink already has a simple PC built in, that offers the remote control and download features and storage to an SD card, etc. You can write your code to talk to that, from your home, using the reolink API/CGI (https://support.reolink.com/hc/en-us/articles/900000625763-What-is-CGI-API). The small PC might still need to handle the "long-distance" wifi link if appropriate for your needs, in which case a ubiquiti/tplink wifi bridge (and a PC at home) might be more cost-effective? That can basically extend the camera's wifi back to your home.
This might need some whiteboarding and actual site-information to optimise :-)
Camera traps and community knowledge in Eastern India

20 December 2021 12:00am
Identification of Wildlife in Camera Trap Images

20 December 2021 12:00am
Feedback Needed: Wireless Camera Traps
4 October 2017 3:33am
16 November 2017 7:14pm
Just be aware of the limitations; you'll be transmitting at a very slow baud rate on frequencies that may have strict duty cycle (transmission time) and ERP (transmission power) limits. Check up on the rules for the region in which you intend to operate and make sure that the restrictions fit in with your intended application.
27 November 2017 5:03pm
The following two papers describe our attempst to develop an open source RPi camera trap platform with long range communications capability, and may be of interest:
Nazir, S., Fairhurst, G., Verdicchio, F., 2017. WiSE - a satellite-based system for remote monitoring. Int. J. Satell. Commun. Netw. 35, 201–214. https://doi.org/10.1002/sat.1176
Nazir, S., Newey, S., Irvine, R.J., Verdicchio, F., Davidson, P., Fairhurst, G., Wal, R. van der, 2017. WiseEye: Next Generation Expandable and Programmable Camera Trap Platform for Wildlife Research. PLoS One 12, e0169758. https://doi.org/10.1371/journal.pone.0169758
More details can be found here: https://erg.abdn.ac.uk/wise/
/Scott
7 December 2021 5:54pm
Vasudev
I have had no issues using ubiquiti device and pushing internet out to 5 miles line of site, what I am curious what are you using for you camera on the other end, I have always wanted to try and build a long distance wifi trail camera ( true wifi ).
is it solar powered or battery powered that has been my issue trying to figure out the power issue
Cellular and Lora camera traps
20 May 2021 10:51am
21 May 2021 8:36pm
Hi Antoine,
I am intrigued myself about how well a LoRa-based trail camera might work. I wonder if the 'LoRa' element is a more traditional radio connection? And of course the system still appears to rely on a cellular connection at the base station end. But interesting nonetheless.
On the radio side, there's also the CuddeLink model: https://www.cuddeback.com/cuddelink
However, I'd be sitting down when you look at the price.
I've had reasonable success with older model 3G cameras such as the Bolymedia MG983G-30M. From memory, it couldn't transfer video files larger than 10sec in length and it gets a bit glitchy if the batteries are running low. But, it worked well enough for me at the time.
If you do end up looking closer at the 'LoRa' model, please let us know how it works.
Cheers,
Rob
24 May 2021 4:09pm
Hi Antoine,
I had not seen these before, but I'll echo Rob in wondering if the radio links in these are truly what most would consider 'LoRa'. That tech/protocol generally has very low data transfer rates and would be quite challenged in sending pictures. That said, what they call it may not be relevant if it works for you. I would just be cautious of thinking it could integrate with other 'LoRa' devices or networks. Some other web sites that mention this system describe the radio link as 'proprietary'.
Kyler
7 December 2021 4:51pm
Antoineede they are a mesh style of camera, one links to the other and then send pictures back to the home unit where you either send them via cellular or you check the sd card. The cover Lora and cuddielink cameras do this but they play hell on battieries.
I had a cuddelink system and got rid of it , the home unit was to hook up to a pc and then from there you could easily wept a scrip to send to txt message or email etc but they scrapped that idea
Try our open-source automatic camera trap detection/labeling tool!
12 November 2021 8:31pm
1 December 2021 10:37am
This sounds so cool! I will try it out and spread the word.
6 December 2021 5:40pm
Wow, Zamba looks like a great tool. I'm curious about the terms of data use and privacy of the data uploaded to Zamba by users. I couldn't find that info on the website, could you point me in the right direction?
7 December 2021 3:55pm
Hi Morgan! We're currently still working out the exact terms. Are there any specific concerns that you had?
2 August 2022 2:54am
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.