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
Wildlife/Conservation Researcher/Full Stack Software Developer
- 0 Resources
- 2 Discussions
- 3 Groups
- 0 Resources
- 0 Discussions
- 5 Groups
PhD student exploring design and technology to connect people with nature and the environment
- 0 Resources
- 1 Discussions
- 5 Groups
Graduate Research Assistant at SDSU, Conservation officer for Department of Forest and Park Services, Bhutan. Works on carnivores, applied quantitative ecologist
- 0 Resources
- 0 Discussions
- 7 Groups
I am a naturalist specialised in wildlife ecology and nature conservation, with experience in international project management, spatial data analysis and remote sensing techniques
- 0 Resources
- 0 Discussions
- 3 Groups
Biologist working with feral dogs in Tierra del Fuego
- 0 Resources
- 2 Discussions
- 1 Groups
IT Engineer at The Conservation Tech Lab in Ol Pejeta Conservancy. |Endeavoring to implement tech solutions for conservation.
- 0 Resources
- 14 Discussions
- 10 Groups
- 0 Resources
- 0 Discussions
- 11 Groups
I'm project manager of a mountain biodiversity observatory : ORCHAMP
- 0 Resources
- 0 Discussions
- 5 Groups
- 0 Resources
- 0 Discussions
- 1 Groups
- 0 Resources
- 9 Discussions
- 9 Groups
I'm a GIS and Remote Sensing specialist with a focus on conservation, currently working as a Visual Data Scientist. I'm passionate about leveraging AI tools to enhance conservation and environmental management efforts.
- 0 Resources
- 0 Discussions
- 6 Groups
💙 Exciting news from Appsilon! Our flagship project, Mbaza AI, is expanding its impact on nature and biodiversity conservation. We’ve teamed up with the 🦏 Ol Pejeta Conservancy to build a model for classifying images of...
16 March 2023
1
Coordinate and implement conservation and research strategies for Six Rivers Africa, an NGO based in Tanzania and working in National parks in Southern and western Tanzania. Coordinate Conservation, Research and...
10 March 2023
The Innovation in Practice edition of Methods in Ecology and Evolution is still seeking proposals about conservation technology
6 March 2023
1
New technology enabling the automated monitoring of moths has been put to rigorous testing in tropical conditions in Panama by an international team of researchers
22 February 2023
2
Technology to End the Sixth Mass Extinction. Salary: $104k-144K; Location: Washington DC or Seattle WA, potential hybrid; 5+ years of Full stack development experience; Deadline March 15th - view post for full job...
10 February 2023
2
Are you excited by the potential for new technologies to help monitor the natural world? Do you enjoy communicating your passion for technology and nature with diverse audiences? We are seeking an enthusiastic...
2 February 2023
Consultancy opportunity at ZSL for an experienced monitoring specialist to support species monitoring in rewilding landscapes across Europe
31 January 2023
1
Are you stuck on an AI or ML challenge in your conservation work? Apply now for the chance to receive tailored expert advice from data scientists! Applications due 27th January 2023
18 January 2023
2
WILDLABS and Fauna & Flora International are seeking an early career Vietnamese conservationist for 12-month paid internship position to grow and support the Southeast Asia regional community in our global...
11 January 2023
Careers
PhD position (m/f/d) in Insect Ecology and Conservation
Andrew Fairbairn
This position focuses on the ecology aspect of the project, while a second PhD in Ilmenau will be dealing with programming/AI development. Because of the high temporal resolution of our data, we can investigate how land...
9 January 2023
To assist with creative research project in the DC/VA/MD region
6 January 2023
The University of Alaska Fairbanks is seeking a research Post Doctoral Fellow to work in collaboration with the Arctic National Wildlife Refuge, U.S. Fish and Wildlife Service. The position will focus on using Machine...
7 December 2022
April 2023
1
May 2023
event
July 2023
event
1
February 2023
1
Description | Activity | Replies | Groups | Updated |
---|---|---|---|---|
Hi all. I'm currently exploring options for data storage en masse. With our project we will be collecting 24hr hydrophone data, drone... |
|
Acoustic Monitoring, Autonomous Camera Traps for Insects, Camera Traps, Data management and processing tools , Drones, Protected Area Management Tools, Remote Sensing & GIS, Software and Mobile Apps | 2 hours 40 minutes ago | |
Hi Sarah,I am working with @Max_Sitt on the same project to develop artificial flowers as a platform for hoverfly monitoring (also as a landing platform for his camera trap).We... |
|
Camera Traps, Autonomous Camera Traps for Insects | 13 hours 43 minutes ago | |
Hi KumarI wanted to contact you about the possibility of collaborating in the project I mentioned before. Where is good to contact you? info@wavelinknetworks.com ? You can also... |
|
Camera Traps, Connectivity | 6 days ago | |
We are studying how foxes and birds feed from feeders aimed at Livestock Protection Dogs in Tierra del Fuego. We want to look at time... |
|
Camera Traps | 1 week ago | |
Hey there! Not sure what your funding constraints are but I have been using Reolink Go PT, which is solar powered. This model has been discontinued. However they have an upgraded... |
|
Camera Traps | 1 week ago | |
We have made available our underwater videos on YouTube as a playlist https://www.youtube.com/playlist?list=PLnhVZKKy8WkZKriCIV6r7upWhHNVrU_7L It's about 1.113 short video... |
+2
|
AI for Conservation, Camera Traps, Data management and processing tools , Marine Conservation | 2 weeks 5 days ago | |
Hi Steph, This should be a simple project. Recently I came across a website with a sample video I am not sure whether it was from the wild Labs website. Where a camera is... |
|
AI for Conservation, Camera Traps | 3 weeks 2 days ago | |
@Stephanie well this just goes to show how good Browning market segmentation is :) Yes -- it sounds like the "clickless" Patriot is a good choice for you. I am in the... |
|
Camera Traps | 3 weeks 3 days ago | |
Hi Vishnu,Considering only motion detection video, it is possible to modify (most) camera traps to trigger an external piece of equipment like an audio recorder. I'm not... |
|
Camera Traps | 1 month 1 week ago | |
Hi Titus,If the usual syntactic foam sources aren't available, an option may be to add an empty dry housing or use a larger housing for the BRUV, just to provide the buoyancy.You... |
|
Camera Traps, Emerging Tech, Open Source Solutions | 1 month 1 week ago | |
Hey Tom,Since the output is dependent on a couple of factors such as the solar irradiance of the place, shading from the canopy, the type of solar panels (mono, poly or amorphous... |
|
Autonomous Camera Traps for Insects, Build Your Own Data Logger Community, Camera Traps, Conservation Tech Training and Education, Sensors | 1 month 3 weeks ago | |
Hi @timmh I've posted a link to this on Twitter too so fingers crossed you get some replies! All the best, Rob |
|
Camera Traps | 1 month 3 weeks ago |
Exploring storage options for mass data collection
22 March 2023 3:20am
Insect camera traps for phototactic insects and diurnal pollinating insects
20 March 2023 9:39am
21 March 2023 9:47am
Hi Maximiliian,
Thank you for your response and the very useful information. I've read that Diptera are less attracted to fluorescing materials than non-flourescing materials (I'm assuming you've probably read the paper assessing pan-trap colours and the capture rate of different insect orders too).
Our aim is to attract the widest range of different pollinators, so we should probably be using all three colours in order to attract the widest spectrum of pollinating insects. Having little experience in this field I'm not sure whether using flower shapes or just areas with these colours would be best for attracting pollinators, if @tom_august or @albags or anyone else has some info from their experience on the attraction potential of different shapes and colours that they would be willing to share I'd be very grateful.
Thanks for this great and supportive community!
Sarah
21 March 2023 4:46pm
Hi Sarah,
I am working with @Max_Sitt on the same project to develop artificial flowers as a platform for hoverfly monitoring (also as a landing platform for his camera trap).
We have preliminary results on the attractiveness of different shapes and colors on two hoverfly species in the lab. We can not help you with useful results without fieldwork data, but maybe some ideas.
According to the literature, bees will probably go for different (structurally more complex) flowers than hoverflies. If this is the case, you won't find a highly attractive "one-fits-all" solution for the shape or any other floral characteristic. However, the color could be the most basic flower trait and, therefore, could address a variety of pollinators. With a simple structure and a universally attractive color, you might have a chance for a good trade off between attractiveness and species spectrum.
The spray colors used as standard colors for pan traps in Germany (according to C. Westphal) could be a good start for you:
Sparvar 3107 "Leuchtblau", Sparvar 3104 (aka RAL 1026) "Leuchtgelb" and Sparvar "Leuchtweiß" 3108
These strong fluorescent colours have also been tested in Diestelhorst et al. 2014 (only available in German) and they showed a good response of pollinators in general for the white and yellow color in comparison with non-fluorescent colors. If you look for publications by Klaus Lunau, you will find a lot on fluorescent colors and UV-reflectance in (artificial) flowers. But once again, there seems to be no universal pattern among all flowers and all pollinators that we can use to trigger landings.
Currently, we are experimenting with fluorescent, translucent PMMA aka Suncatchers. When we sprayed orange Suncatchers with a strong fluorescent neon yellow on the bottom side, they were very attractive to one of our tested species. Their "sun catching effect" is then visible all over the surface as a diffuse glowing.
We also had good experiences with some glass droplets that resemble nectar. Specifically a half-sphere of 5 mm diameter with mirror foliage underneath. You can get them at a DIY store.
My best guess would be to paint a platform all green and then have circles in different diameters (2-8 cm) sprayed on them with the three pan trap colors. Add some glass droplets, and you might be good for now. However, the field trials will show how much my guesses are worth here:)
Best regards,
Max
Ol Pejeta Conservancy and Mbaza AI
16 March 2023 7:18pm
Camera trap. Snow Leopard reserve Kyrgyzstan. Solar+4G+Video. System upgrade.
15 December 2022 3:32pm
20 December 2022 5:22am
Thanks for the references. I will have a look, good to know that you have experience with Digi xbee modems and you like them. I need to hear from people that have tried things out. Best. Luciano
21 December 2022 10:57am
Okay Luciano! Have a great time. Best. Kumar.
16 March 2023 6:05am
Hi Kumar
I wanted to contact you about the possibility of collaborating in the project I mentioned before. Where is good to contact you? info@wavelinknetworks.com ? You can also email me from our website www.baiboosun.com
Looking forward from hearing from you
Luciano Foglia
Analyze difference in time events in camera trap data
14 March 2023 9:50pm
Solar panel recs for camera traps
27 February 2023 9:49pm
6 March 2023 2:53pm
PS- This seems like an opp for a good "build your own" resource that would add to those here and I'm sure some could do a lot better than anything I've been able to find.
13 March 2023 12:44am
Hi Chris, we looked into solar powered battery systems for Reconyx because we had a customer want to use them along side our Solar BAR bioacoustic recorder. We made a power out port and custom cable to run his camera traps and also so someone else in France could use them with another company's bat detector. Typically they had a 10W solar panel, 8Ah lead acid battery and a charge controller built into a sealed box stuck to the back of the solar panel. You could save some weight by choosing a LiFePo4 battery instead like this but you can only use them when you know you will charge them when the temperature is over 0 degrees C or you will damage them. Use lead acid if you're not sure they will always be charged over 0 degrees C.
You can find MPPT solar charge modules on Aliexpress and Ebay. I used the search term "mppt solar charge module". LiFePo4 can be charged at the same voltage as lead acid and most lead acid chargers do constant current charging anyway becuse you can use it with lithium batteries then as well. It's better to get a LiFePo4 charger if you can get it to make sure it's constant current then constant voltage but they're pretty tough unless you charge them under 0 degrees.
A typical 10W 12v solar panel will have it's Maximum Power Point at 18v so your charge controller must be set to 18v as it's input voltage. The panel will make a maximum of 20v when it's not plugged into anything. A 10W panel will make about 0.5A so if you pick a 3A charger it'll get limited to 0.5A because of the panel.
A module like this where the parameters are adjustable might be good.
On the other hand if you want something that can't be fiddled with after you made it get one with 18v MPPT voltage and set to charge a lead acid or whatever battery chemistry that you're using. Often using terms like lead acid when you search will help narrow it down. If you're going to use a 12v LiFePo4 note that's is a 3S 3.7v pack. That is 3 x 3.7v makes 11.1v (which they call a 12v pack).
If you're unsure feel free to email me at markc@frontierlabs.com.au to check what you're planning to buy.
If you're gluing a box with the charge controller onto the back of a solar panel use neutral cure silicone or check with the supplier about what glue you can use if you need something stronger than that.
If there is sufficient demand for these sorts of accessories please let me know and we can consider it as a product.
Mark
14 March 2023 1:51pm
Hey there! Not sure what your funding constraints are but I have been using Reolink Go PT, which is solar powered. This model has been discontinued. However they have an upgraded version. Adding link here.
I have used this in the field in the swaps of Florida, exposed to heat, humidity and moisture. It has held up really well. Great sensors that can even be adjusted for sensitivity.
Six Rivers Africa - Head of Research Operations
10 March 2023 11:19am
Proposals wanted for Innovation in Practice

6 March 2023 10:34pm
Underwater Fish Datasets from the Mediterranean
15 August 2022 11:45pm
26 September 2022 9:32pm
Not sure if audio data would be of any use to you, but if so FishSounds has some - I just tried their search function and there is a location tag for 'Mediterranean & Black Sea'.
You might try reaching out to the folks at Name that Fish, Innovasea, or perhaps an entity on the Fisheries Tech list would have Mediterranean stuff?
21 October 2022 7:52am
Hi,
If this is still relevant, you can try reaching out to the Belmaker lab, they do BRUV surveys in the eastern Mediterranean and have hours of video, some of it I believe is annotated. Particularly, Shahar might be helpful, he's the PhD student running point on the project.
2 March 2023 2:03pm
We have made available our underwater videos on YouTube as a playlist https://www.youtube.com/playlist?list=PLnhVZKKy8WkZKriCIV6r7upWhHNVrU_7L
It's about 1.113 short video clips with annotation and each is linked to the corresponding www.iNaturalist.org observations. The iNaturalist.org observations are research quality and have been uploaded to GBIF.org. The observations have been made between 2014 and 2022 around the Ionian Islands (Greece).
If you would need the original videos please contact me.

Elephant Recognition
14 January 2023 10:01am
14 January 2023 3:39pm
I can be reached at techie.simon@gmail.com
16 January 2023 2:30pm
Hi Simon,
i've popped you an email too, but actually sharing some more information here about what you're after will mean you'll be able to get better help from our full community.
What are you looking for in particular? It sounds like there is particular piece of software you've seen that could be useful in your work - do you know what it's called? What do you need to do - image recognition, call recognition? Alerts when calls happen or are you looking for something more detailed? The more you tell us about what you're trying to do the better we'll be able to help!
Steph
26 February 2023 1:44pm
Hi Steph,
This should be a simple project. Recently I came across a website with a sample video I am not sure whether it was from the wild Labs website. Where a camera is seen spotting a raccoon and giving an alert saying raccoon detected. My expectations are on similar lines, the only difference here is to change the raccoon to an elephant or a tiger. Please advice.
camera with fast trigger- and recovery time?
12 January 2023 6:56pm
27 January 2023 5:40pm
@Stephanie as luck would have it, I recently released some firmware for Browning BTC-7E-HP5 and BTC-8E-HP5 cameras that contains a number of feature enhancements, including the oft-asked-for seconds-level resolution on the Date/Time in the image info strip. See my recent blog posts on the topic, which incudes pointers for where to find the firmware images. Links below
23 February 2023 11:44am
Hi Robert, thanks a lot for sharing this! I guess, this won't work with Patriot? For my setting it is also very important, that animals do not detect or react to the camera, so I think the PAtriot is in this issue better than the Recon Force HP5. Also the battery life has to last for 3-4 month, that is why I prefer a camera with 8 batteries, like the Patirot over a camera with 6 batteries like the Dark OPS. The spec ops elite hp5 is obviously sold out on the browning website.
26 February 2023 3:25am
@Stephanie well this just goes to show how good Browning market segmentation is :) Yes -- it sounds like the "clickless" Patriot is a good choice for you. I am in the process of adding support of these features in several more models. I'll add Patriots to my list.
Using drones and camera trapping to track New Hampshire’s moose populations
22 February 2023 9:38pm
Interesting article that links to research on how technology has made studying moose populations easier, with particularly good explanation of what makes moose populations difficult to track.
Kennedy Muriithi - How do I get started with setting up my camera trap to monitor wildlife? - YouTube
22 February 2023 12:52pm
Are you looking to use camera traps in your conservation project? Check out this starter tutorial from Ol Pejeta's Kennedy Muriithi - he'll walk you through everything you need to know about getting started with camera traps!
Tropical pilot of insect camera traps
22 February 2023 12:17pm
Texas Chapter of The Wildlife Society’s Annual Meeting 2023
20 February 2023 10:56pm
The Variety Hour: February
14 February 2023 6:26pm
Need Assistance regarding selecting a camera
23 December 2022 10:50am
27 January 2023 10:28am
Thank You for the discussion threads.
27 January 2023 12:04pm
Hi @vishnuthavara so you need a camera that does both timelapse and is motion activated? Something like this maybe:
11 February 2023 3:20am
Hi Vishnu,
Considering only motion detection video, it is possible to modify (most) camera traps to trigger an external piece of equipment like an audio recorder. I'm not aware of any suitable off-the-shelf recorder, but I can build you one. However many camera traps that will take video will also record audio, although the quality may not be suitable for all types of audio analysis.
Deep Sea BRUVS Development
28 January 2023 1:41am
11 February 2023 3:07am
Hi Titus,
If the usual syntactic foam sources aren't available, an option may be to add an empty dry housing or use a larger housing for the BRUV, just to provide the buoyancy.
You can make your own syntactic foam from glass microballoons and epoxy resin, but this will require experimentation and testing. For sub-surface buoyancy, you could also use a jerry can full of cooking oil, or a coil of polypropylene rope.
Hiring Full Stack Developer at Conservation X Labs
10 February 2023 5:35pm
How do I get started with setting up my camera trap to monitor wildlife?
6 February 2023 5:42pm
Job: Building a network of conservation tech across continents
2 February 2023 1:50pm
Consultancy opportunity: Wildlife monitoring specialist
31 January 2023 11:26am
Solar panels in the tropics
26 January 2023 12:28am
27 January 2023 1:23pm
Hi Tom,
I'm with Akiba, you have to test. A collaborator has deployed solar-augmented kit in secondary jungle and some of them got enough light, and others didn't, so it can work. The open circuit voltage of solar panels doesn't change a whole lot in dim light, but the current drops drastically. So you would choose an oversize panel of the same voltage (or a bit higher).
Thanks
27 January 2023 3:56pm
I've been intrigued by this topic. Thinking about ways you could use drones or some kind of launcher to deploy panels above the canopy. Sadly I live in the great white north so I have no way of testing any concepts. Maybe even some kind of solar balloon that could float above the canopy. Interesting design problem.
30 January 2023 10:10am
Hey Tom,
Since the output is dependent on a couple of factors such as the solar irradiance of the place, shading from the canopy, the type of solar panels (mono, poly or amorphous) and orientation of the panels, etc, I'd suggest you use a software to simulate the different parameters to get an almost accurate estimation of the output. You can try PVsyst- it has a free month trial (I haven't used it before but I hear it's great) or any other PV software :)
Does anyone have spare Bushnell Impulse traps?
20 January 2023 3:24pm
27 January 2023 11:53am
Hi @timmh I've posted a link to this on Twitter too so fingers crossed you get some replies!
All the best,
Rob
Time-lapse cameras for monitoring nesting birds in the Arctic
11 January 2023 6:37am
17 January 2023 9:28pm
Hi Chris,
We developed a time-lapse camera for Penguin Watch that ran for 3 years straight in Antarctica, so should be able to survive in the Arctic. With your Plotwatcher did you use any supplementary solar (we do in the summer months). If not, we're aiming to upgrade the camera and introduce a lower power camera module this year, which should get you the 500k images on 4 x AA 1.5v batteries, but we're a number of months away from that build so couldn't help you right away. It would be good to keep in touch to see where you get and we can help you downstream.
More on the current camera here;
20 January 2023 1:03am
Thanks Alasdair!
The Plotwatchers and Brinnos didn't require any solar for the 500K on 4aa batteries. We place the cams near the nest (actually at the nest peering into the nest bowl with a new design I came up with where the only thing above ground is a ribbon cable and the camera board attached to a metal rod we lag blot to the tundra, the batteries and main board are in a 1020 pelican case and buried; see below for an image of the above-ground portion of the cam and an image of a nest from a cam [if you look closely you can see one of the eggs just hatched and there are now 3 eggs and 1 chick in the bowl]).
I'd be very interested in what you all are working on for the next design. How small would it be?
27 January 2023 11:28am
Thanks Chris,
Probably quite similar in size to your existing setup above, but we'd use two Li-ion rechargable batteries most likely (could be an 18500). I'll be sure to share more information later this year.
Cheers,
Alasdair
Advanced Field School in Computational Ecology
25 January 2023 2:54pm
Apply Now: AI for Conservation Office Hours
18 January 2023 5:15pm
BoomBox camera trap models?
1 June 2022 6:46pm
8 September 2022 1:21am
Hi Pen-Yuan.
I need to revise what I said before. Browning devices within a specific model number have similar PCBs, ie: we worked with the BTC-8A for the Spec Ops Advantage. They're currently on the BTC-8E which we've found to have a different PCB. So I think the rule we're using on Browning at the moment (and most vendors) are that the model number needs to match, else it's likely the PCB is different. This also happened to us with Bushnell Trophycams. We're running into this issue now with a Boombox customer planning a Browning deployment. We're currently getting the camera trap in so we can reverse engineer the newer model and interface it to Boombox.
Akiba
16 January 2023 10:41am
Hi @Freaklabs and anyone still here!
@hikinghack recently conducted an autopsy of the Browning Strike Force HD Pro X (BTC-5HDPX) camera trap that I got, and I've posted some photos in this Flickr album:
In particular, there's a close-up of the board:
An initial look by my friend @htarold suggests that it might be possible to tap into the triggering mechanism:
But I wonder if @Freaklabs has any insight into how this compares to Boombox camera traps that you have worked with??
18 January 2023 11:20am
The PIR motion sensor is at the top of the device board. You can see they are using a 3-pin analog motion sensor. From there it goes into a processing circuit. Unfortunately it looks like they built their own PIR processing circuit to determine motion so it would need to be reverse engineered to determine where to connect to.
Interview for Technologies in Conservation
24 November 2022 10:07am
16 January 2023 2:42pm
I'd be happy to chat with you if you wanted! My expertise is within passive acoustic monitoring particularly. The Conservation Tech Directory might be useful for you in identifying relevant actors within the space.
16 January 2023 5:16pm
Happy to contribute tgray@woodsholegroup.com
17 January 2023 5:12pm
My original background is in ecology and conservation, and am now in the elected leadership of the Gathering for Open Science Hardware which convenes researchers developing open source tech for science. I am not working on a specific piece of technology right now, but am happy to contribute some higher-level views for your interview if that helps.
20 March 2023 4:06pm
Hi Sarah,
in general yellow is probably the color which attracts the widest range of different pollinators, however there are especially many bee species who are mostly (or only) attracted by e.g. white or blue/violet.
We chose the "flower" colors and shapes for our current platform version only by trying to mimic some common flowering plants like Daucus carota, Ranunculus sp. and Cichorium intybus. From our preliminary tests last year I would say there is definitely some attraction but probably not optimised for a wider range of taxa (or specific taxa if a kind of "attraction filter" should be implemented).
Currently we are running several experiments to test different materials, colors (there are many shades of yellow...), shapes and UV reflectant properties. We are especially interested in hoverfly monitoring, so this is our target group for the tests.
@tom_august, @albags and Abra Ash are also doing research on different kinds of artifical flowers and their attraction potential (more focused on bees and bumblebees).